2015 Index IEEE Transactions on Knowledge and Data Engineering ...

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOL. 28, NO. 1, JANUARY 2016 1

2015 IndexIEEE Transactions on Knowledge and Data Engineering

Vol. 27

This index covers all technical items— papers, correspondence, reviews, etc.— that appeared in this periodical during 2015, and items from previous yearsthat were commented upon or corrected in 2015. Departments and other itemsmay also be covered if they have been judged to have archival value.The Author Index contains the primary entry for each item, listed under the

first author’s name. The primary entry includes the coauthors’ names, the titleof the paper or other item, and its location, specified by the publication abbrevi-ation, year, month, and inclusive pagination. The Subject Index contains entriesdescribing the item under all appropriate subject headings, plus the first author’sname, the publication abbreviation, month, and year, and inclusive pages. Notethat the item title is found only under the primary entry in the Author Index.

AUTHOR INDEX

A

Abello, A., Romero, O., Pedersen, T.B., Berlanga, R., Nebot, V., Aramburu,M.J., and Simitsis, A., Using Semantic Web Technologies for ExploratoryOLAP: A Survey; TKDE Feb. 2015 571-588

Abulaish, M., see Bhat, S.Y., TKDE April 2015 1019-1013Adomavicius, G., and Zhang, J., Improving Stability of Recommender Sys-

tems: A Meta-Algorithmic Approach; TKDE June 2015 1573-1587Aggarwal, C.C., see Qi, G., TKDE July 2015 1741-1753Ahmed, N.K., see Rossi, R.A., TKDE April 2015 1112-1131Akbari, M., see Nie, L., TKDE Feb. 2015 396-409Akutsu, T., see Mori, T., TKDE Dec. 2015 3360-3373Al Hasan, M., see Bhuiyan, M.A., TKDE March 2015 608-620Alali, A., and Kubat, M., PruDent: A Pruned and Confident Stacking Approach

for Multi-Label Classification; TKDE Sept. 2015 2480-2493Albathan, M., see Li, Y., TKDE June 2015 1656-1669Algarni, A., see Li, Y., TKDE June 2015 1656-1669Alkan, O.K., and Karagoz, P., CRoM and HuspExt: Improving Efficiency of

High Utility Sequential Pattern Extraction; TKDE Oct. 2015 2645-2657Alonso, G., see Balkesen, C., TKDE July 2015 1754-1766Aman, S., Simmhan, Y., and Prasanna, V.K., Holistic Measures for Evaluating

Prediction Models in Smart Grids; TKDE Feb. 2015 475-488Ammar, N.,Malik, Z., Bertino, E., and Rezgui, A., XACML Policy Evaluation

with Dynamic Context Handling; TKDE Sept. 2015 2575-2588Anand, S., Venkataraman, M., Subbalakshmi, K.P., and Chandramouli, R.,

Spatio-Temporal Analysis of Passive Consumption in Internet Media;TKDE Oct. 2015 2839-2850

Anwar, Z., see Iftikhar, S., TKDE April 2015 1132-1145Aramburu, M.J., see Abello, A., TKDE Feb. 2015 571-588Araujo, S., Tran, D.T., de Vries, A.P., and Schwabe, D., SERIMI: Class-Based

Matching for Instance Matching Across Heterogeneous Datasets; TKDEMay 2015 1397-1440

Aref, W.G., see Pervaiz, Z., TKDE July 2015 1992-2004Artikis, A., Sergot, M., and Paliouras, G., An Event Calculus for Event Recog-

nition; TKDE April 2015 895-908

B

Bagnall, A., Lines, J., Hills, J., and Bostrom, A., Time-Series Classificationwith COTE: The Collective of Transformation-Based Ensembles; TKDESept. 2015 2522-2535

Bajer, L., see Holena, M., TKDE Oct. 2015 2851-2864Balkesen, C., Teubner, J., Alonso, G., and Ozsu, M.T., Main-Memory Hash

Joins on Modern Processor Architectures; TKDE July 2015 1754-1766Bandyopadhyay, S., Chowdhary, G., and Sengupta, D., FOCS: Fast Over-

lapped Community Search; TKDE Nov. 2015 2974-2985Banerjee, M., and Pal, N.R., Unsupervised Feature Selection with Controlled

Redundancy (UFeSCoR); TKDE Dec. 2015 3390-3403Bao, Z., see Zheng, Y., TKDE July 2015 1949-1963Barhamgi, M., see Malki, A., TKDE April 2015 936-949

Barnawi, A., see Yu, S., TKDE Jan. 2015 170-179Bart, H., see Yu, K., TKDE June 2015 1670-1682Benslimane, D., see Malki, A., TKDE April 2015 936-949Benslimane, S., see Malki, A., TKDE April 2015 936-949Berlanga, R., see Abello, A., TKDE Feb. 2015 571-588Bertino, E., see Ammar, N., TKDE Sept. 2015 2575-2588Bhat, S.Y., and Abulaish, M., HOCTracker: Tracking the Evolution of Hierar-

chical and Overlapping Communities in Dynamic Social Networks; TKDEApril 2015 1019-1013

Bhowmick, S.S., see Fan, Z., TKDE Aug. 2015 2275-2290Bhowmick, S.S., see Peng, Y., TKDE July 2015 1838-1860Bhuiyan, M.A., and Al Hasan, M., An Iterative MapReduce Based Frequent

Subgraph Mining Algorithm; TKDE March 2015 608-620Bi, W., and Kwok, J.T., Bayes-Optimal Hierarchical Multilabel Classification;

TKDE Nov. 2015 2907-2918Bi, Y., see Tang, J., TKDE June 2015 1724-1738Bian, J., see Long, B., TKDE May 2015 1180-1191Bian, J., seeWang, T., TKDE June 2015 1588-1601Bian, W., see Qiao, M., TKDE Nov. 2015 2947-2960Bianchi, G., see Bruni, R., TKDE Sept. 2015 2349-2361Bianco, G.D., Galante, R., Goncalves, M.A., Canuto, S., and Heuser, C.A., A

Practical and Effective Sampling Selection Strategy for Large Scale Dedu-plication; TKDE Sept. 2015 2305-2319

Bijaksana, M.A., see Li, Y., TKDE June 2015 1656-1669Bohm, K., see Khachatryan, A., TKDE Sept. 2015 2377-2389Bonchi, F., see Kourtellis, N., TKDE Sept. 2015 2494-2506Bongard, J. C., see Lu, Z., TKDE Feb. 2015 368-381Bostrom, A., see Bagnall, A., TKDE Sept. 2015 2522-2535Bronselaer, A., Van Britsom, D., and De Tre, G., Propagation of Data Fusion;

TKDE May 2015 1330-1342Bruni, R., and Bianchi, G., Effective Classification Using a Small Training Set

Based on Discretization and Statistical Analysis; TKDE Sept. 2015 2349-2361

Bu, J., see Xu, B., TKDE Jan. 2015 102-114Butler, M., and Kazakov, D., SAX Discretization Does Not Guarantee

Equiprobable Symbols; TKDE April 2015 1162-1166

C

Caballero-Mota, Y., see Frias-Blanco, I., TKDE March 2015 810-823Cai, D., see Xu, B., TKDE Jan. 2015 102-114Cai, H., Huang, Z., Srivastava, D., and Zhang, Q., Indexing Evolving Events

from Tweet Streams; TKDE Nov. 2015 3001-3015Cai, Y., Tang, Y., and Mamoulis, N., Maximizing a Record’s Standing in a

Relation; TKDE Sept. 2015 2401-2414Calo, S., see Zeng, Q., TKDE April 2015 979-992Calzada, A., Liu, J., Wang, H., and Kashyap, A., A New Dynamic Rule Acti-

vation Method for Extended Belief Rule-Based Systems; TKDE April 2015880-894

Camacho-Rodriguez, J., Colazzo, D., and Manolescu, I., PAXQuery: EfficientParallel Processing of Complex XQuery; TKDE July 2015 1977-1991

Camerra, A., see Raza, U., TKDE Aug. 2015 2231-2244Campo-Avila, J.d., see Frias-Blanco, I., TKDE March 2015 810-823Canuto, S., see Bianco, G.D., TKDE Sept. 2015 2305-2319Cao, J., seeWu, J., TKDE Jan. 2015 155-169Cao, L., see Fournier-Viger, P., TKDE Aug. 2015 2203-2216Caraballo, P.J., see Simon, G.J., TKDE Jan. 2015 130-141Carvalho , A.C.P.d.L.F., see de Faria, E.R., TKDE Nov. 2015 2961-2973Castro, M.R., see Simon, G.J., TKDE Jan. 2015 130-141Cha, S.S., see Simon, G.J., TKDE Jan. 2015 130-141Cham, T.J., see Chen, M., TKDE June 2015 1465-1477Chandramouli, R., see Anand, S., TKDE Oct. 2015 2839-2850Chang, Y., see Long, B., TKDE May 2015 1180-1191Chapelle, O., see Long, B., TKDE May 2015 1180-1191Chatzimilioudis, G., see Konstantinidis, A., TKDE Nov. 2015 3042-3055Chavan, M., see Ramachandra, K., TKDE Feb. 2015 531-544

2 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOL. 28, NO. 1, JANUARY 2016

Chen, B., Zhang, H., Zhang, X., Wen, W., Liu, H., and Liu, J., Max-MarginDiscriminant Projection via Data Augmentation; TKDE July 2015 1964-1976

Chen, C., see Sun, W., TKDE Feb. 2015 382-395Chen, C., see Sun, W., TKDE Feb. 2015 382-395Chen, C., see Xu, B., TKDE Jan. 2015 102-114Chen, E., see Zhu, H., TKDE Jan. 2015 74-87Chen, G., seeWu, S., TKDE Dec. 2015 3304-3317Chen, G., see Gao, Y., TKDE May 2015 1205-1218Chen, G., see Wang, Z., TKDE May 2015 1301-1315Chen, G., see Zhang, H., TKDE July 2015 1920-1948Chen, J., see Wu, J., TKDE Jan. 2015 155-169Chen, K., seeWu, S., TKDE Dec. 2015 3304-3317Chen, K., see Wang, Z., TKDE May 2015 1301-1315Chen, L., see Zhang, X., TKDE March 2015 740-754Chen, L., see Liu, X., TKDE May 2015 1288-1300Chen, L., see Lian, X., TKDE May 2015 1246-1260Chen, L., see Xu, N., TKDE June 2015 1560-1572Chen, M., Tsang, I.W., Tan, M., and Cham, T.J., A Unified Feature Selection

Framework for Graph Embedding on High Dimensional Data; TKDE June2015 1465-1477

Chen, M., see Liu, C., TKDE Nov. 2015 2986-3000Chen, M.-S., see Lin, Y.-C., TKDE Feb. 2015 410-427Chen, Q., see Fan, Z., TKDE Aug. 2015 2275-2290Chen, R., see Li, Y., TKDE Oct. 2015 2729-2742Chen, S., see Zhang, Y., TKDE July 2015 1906-1919Chen, W., see Ma, S., TKDE Dec. 2015 3274-3288Chen, W., see He, Y., TKDE June 2015 1602-1614Chen, W., see Zhang, J., TKDE Aug. 2015 2093-2106Chen, X., see Jiang, M., TKDE Nov. 2015 3084-3097Chen, Y., Peng, W., and Lee, S., Mining Temporal Patterns in Time Interval-

Based Data; TKDE Dec. 2015 3318-3331Chen, Y., see He, Y., TKDE June 2015 1602-1614Chen, Y., see Yu, K., TKDE June 2015 1670-1682Chen, Y., see Liu, S., TKDE Jan. 2015 115-129Cheng, H.,Xing, X., Liu, X., and Lv, Q., ISC: An Iterative Social Based Classi-

fier for Adult Account Detection on Twitter; TKDE April 2015 1045-1056Cheng, H., see Huang, J., TKDE Jan. 2015 46-60Cheng, H., see Li, Z., TKDE Sept. 2015 2550-2563Cheng, X., Su, S., Gao, L., and Yin, J., Co-ClusterD: A Distributed Framework

for Data Co-Clustering with Sequential Updates; TKDE Dec. 2015 3231-3244

Cheng, X., see Liu, S., TKDE June 2015 1696-1709Cheng, X., see Su, S., TKDE July 2015 1875-1891Cheung, W.K., see Zhang, Y., TKDE Nov. 2015 2878-2892Choi, B., see Gao, S., TKDE Dec. 2015 3332-3346Choi, B., see Wu, D., TKDE April 2015 922-935Choi, B., see Fan, Z., TKDE Aug. 2015 2275-2290Choi, B., see Peng, Y., TKDE July 2015 1838-1860Choi, B., see Li, Y., TKDE Oct. 2015 2729-2742Choi, G.S., On, B., and Lee, I., PB -Tree: PCM-Aware B -Tree; TKDE Sept.

2015 2466-2479Chow, T.W., see Zhang, Z., TKDE Sept. 2015 2362-2376Chowdhary, G., see Bandyopadhyay, S., TKDE Nov. 2015 2974-2985Christen, P., see Tran, K., TKDE March 2015 673-685Chua, T., see Nie, L., TKDE Aug. 2015 2107-2119Chua, T., see Nie, L., TKDE Feb. 2015 396-409Chung, C., see Lee, J., TKDE Feb. 2015 340-353Clarke, C.L., see Tan, L., TKDE Nov. 2015 2865-2877Cohen, E., All-Distances Sketches, Revisited: HIP Estimators for Massive

Graphs Analysis; TKDE Sept. 2015 2320-2334Colazzo, D., see Camacho-Rodriguez, J., TKDE July 2015 1977-1991Coleman, T.F., see Tayal, A., TKDE Dec. 2015 3347-3359Colombo, P., and Ferrari, E., Efficient Enforcement of Action-Aware Purpose-

Based Access Control within Relational Database Management Systems;TKDE Aug. 2015 2134-2147

Cook, D.J., see Das, B., TKDE Jan. 2015 222-234Corcoran, J., see Jiang, Z., TKDE June 2015 1547-1559Cristo, M., see Rodrigues, K., TKDE Aug. 2015 2261-2274Cui, B., see Xu, N., TKDE June 2015 1560-1572Cui, B., see Shao, Y., TKDE Feb. 2015 518-530Cui, P., see Jiang, M., TKDE Nov. 2015 3084-3097

D

da Silva, A., see Rodrigues, K., TKDE Aug. 2015 2261-2274Da Xu, R.Y., see Qiao, M., TKDE Nov. 2015 2947-2960Dai, B., see Fang, Y., TKDE Jan. 2015 142-154Dai, D., see Ren, C., TKDE Nov. 2015 3070-3083Dang, X., see Yu, K., TKDE June 2015 1670-1682Das, B., Krishnan, N.C., and Cook, D.J., RACOG and wRACOG: Two Proba-

bilistic Oversampling Techniques; TKDE Jan. 2015 222-234Davidson, I., see Qian, B., TKDE March 2015 594-607de Faria, E.R.,Goncalves, I.R., Gama, J.a., and Carvalho , A.C.P.d.L.F., Evalu-

ation of Multiclass Novelty Detection Algorithms for Data Streams; TKDENov. 2015 2961-2973

de Moura, E.S., see Rodrigues, K., TKDE Aug. 2015 2261-2274De Tre, G., see Bronselaer, A., TKDE May 2015 1330-1342de Vries, A.P., see Araujo, S., TKDE May 2015 1397-1440Delling, D., andWerneck, R.F., Customizable Point-of-Interest Queries in Road

Networks; TKDE March 2015 686-698Deng, K., Li, X., Lu, J., and Zhou, X., Best Keyword Cover Search; TKDE Jan.

2015 61-73Domingo-Ferrer, J., see Soria-Comas, J., TKDE Nov. 2015 3098-3110Dong, G., and Taslimitehrani, V., Pattern-Aided Regression Modeling and Pre-

diction Model Analysis; TKDE Sept. 2015 2452-2465Dragut, E.C.,Wang, H., Sistla, P., Yu, C., and Meng, W., Polarity Consistency

Checking for Domain Independent Sentiment Dictionaries; TKDE March2015 838-851

Drucker, S.M., see Liu, S., TKDE Jan. 2015 115-129Du, N., Jia, X., Gao, J., Gopalakrishnan, V., and Zhang, A., Tracking Temporal

Community Strength in Dynamic Networks; TKDE Nov. 2015 3125-3137Duan, L., see Ma, S., TKDE Dec. 2015 3274-3288Dumontier, M., see Kuhn, T., TKDE Sept. 2015 2390-2400

E

Eliassi-Rad, T., see Roy, S.B., TKDE March 2015 755-768Elmasri, R., see Jayaram, N., TKDE Oct. 2015 2797-2811Elmehdwi, Y., see Samanthula, B.K., TKDE May 2015 1261-1273

F

Fan, J., Zhang, M., Kok, S., Lu, M., and Ooi, B.C., CrowdOp: Query Optimiza-tion for Declarative Crowdsourcing Systems; TKDE Aug. 2015 2078-2092

Fan, J., see Guan, Z., TKDE Nov. 2015 3016-3028Fan, W., see Ma, S., TKDE Dec. 2015 3274-3288Fan, Z., Choi, B., Chen, Q., Xu, J., Hu, H., and Bhowmick, S.S., Structure-

Preserving Subgraph Query Services; TKDE Aug. 2015 2275-2290Fan, Z., see Peng, Y., TKDE July 2015 1838-1860Fang, M., Yin, J., Zhu, X., and Zhang, C., TrGraph: Cross-Network Transfer

Learning via Common Signature Subgraphs; TKDE Sept. 2015 2536-2549Fang, Y., Wang, R., Dai, B., and Wu, X., Graph-Based Learning via

Auto-Grouped Sparse Regularization and Kernelized Extension; TKDEJan. 2015 142-154

Fang, Z., see Zhang, J., TKDE Aug. 2015 2093-2106Feinerer, I., Franconi, E., and Guagliardo, P., Lossless Selection Views under

Conditional Domain Constraints; TKDE Feb. 2015 504-517Feng, J., see Yu, M., TKDE April 2015 950-963Feng, L., see Yuan, L., TKDE Feb. 2015 312-325Fern, X.Z., see Xiong, S., TKDE Dec. 2015 3166-3175Ferrari, E., see Colombo, P., TKDE Aug. 2015 2134-2147Fournier-Viger, P., see Tseng, V.S., TKDE March 2015 726-739Fournier-Viger, P., Wu, C., Tseng, V.S., Cao, L., and Nkambou, R., Mining

Partially-Ordered Sequential Rules Common toMultiple Sequences; TKDEAug. 2015 2203-2216

Franconi, E., see Feinerer, I., TKDE Feb. 2015 504-517Franklin, M.J., see Trushkowsky, B., TKDE July 2015 1796-1809Frias-Blanco, I., Campo-Avila, J.d., Ramos-Jimenez, G., Morales-Bueno, R.,

Ortiz-Diaz, A., and Caballero-Mota, Y., Online and Non-Parametric DriftDetection Methods Based on Hoeffding’s Bounds; TKDE March 2015810-823

Fu, X., see Huang, H., TKDE Dec. 2015 3374-3389

+ Check author entry for coauthors


Fu, Y., see Li, S., TKDE May 2015 1274-1287Fu, Y., see Liu, B., TKDE May 2015 1167-1179

G

Galante, R., see Bianco, G.D., TKDE Sept. 2015 2305-2319Galbrun, E., see van Leeuwen, M., TKDE Dec. 2015 3190-3202Gama, J.a., see de Faria, E.R., TKDE Nov. 2015 2961-2973Gao, B. J., see Zhang, P., TKDE Feb. 2015 461-474Gao, B.J., seeWang, S., TKDE Dec. 2015 3152-3165Gao, H., see Tang, J., TKDE June 2015 1724-1738Gao, H., see Zhuang, Y., TKDE June 2015 1643-1655Gao, H., see Li, L., TKDE Jan. 2015 250-263Gao, H., see Han, X., TKDE Oct. 2015 2687-2699Gao, J., see Du, N., TKDE Nov. 2015 3125-3137Gao, L., see Cheng, X., TKDE Dec. 2015 3231-3244Gao, S., Xu, J., Harder, T., He, B., Choi, B., and Hu, H., PCMLogging: Opti-

mizing Transaction Logging and Recovery Performance with PCM; TKDEDec. 2015 3332-3346

Gao, Y., Qin, X., Zheng, B., and Chen, G., Efficient Reverse Top-k BooleanSpatial Keyword Queries on Road Networks; TKDE May 2015 1205-1218

Gao, Y., Xu, Y., and Li, Y., Pattern-based Topics for Document Modelling inInformation Filtering; TKDE June 2015 1629-1642

Garofalakis, M., see Ioannou, E., TKDE Aug. 2015 2245-2260Ge, Y., see Zhu, H., TKDE Jan. 2015 74-87Gemmell, J., see Zhang, D., TKDE Oct. 2015 2784-2796Ghafoor, A., see Pervaiz, Z., TKDE July 2015 1992-2004Gkountouna, O., and Terrovitis, M., Anonymizing Collections of Tree-Struc-

tured Data; TKDE Aug. 2015 2034-2048Gluhak, A., see O’Reilly, C., TKDE Jan. 2015 3-16Goncalves, I.R., see de Faria, E.R., TKDE Nov. 2015 2961-2973Goncalves, M.A., see Bianco, G.D., TKDE Sept. 2015 2305-2319Gong, Z., see Yan, H., TKDE May 2015 1192-1204Gong, Z., see Yu, M., TKDE April 2015 950-963Gong, Z., see Zhong, R., TKDE Aug. 2015 2175-2189Gong, Z., see Liao, B., TKDE Oct. 2015 2618-2631Gonzalez, A., see Leyva, E., TKDE Feb. 2015 354-367Gopalakrishnan, V., see Du, N., TKDE Nov. 2015 3125-3137Grabocka, J.,Wistuba, M., and Schmidt-Thieme, L., Scalable Classification of

Repetitive Time Series Through Frequencies of Local Polynomials; TKDEJune 2015 1683-1695

Granados, A., Koroutchev, K., and Rodriguez, F.d.B., Discovering Data SetNature through Algorithmic Clustering Based on String Compression;TKDE March 2015 699-711

Greco, S., Spezzano, F., and Trubitsyna, I., Checking Chase Termination:Cyclicity Analysis and Rewriting Techniques; TKDE March 2015 621-635

Gu, G., see Yu, S., TKDE Jan. 2015 170-179Gu, Y., see Xu, J., TKDE Aug. 2015 2148-2162Guagliardo, P., see Feinerer, I., TKDE Feb. 2015 504-517Guan, Z.,Yang, S., Sun, H., Srivatsa,M., andYan, X., Fine-GrainedKnowledge

Sharing in Collaborative Environments; TKDE Aug. 2015 2163-2174Guan, Z., Zhang, L., Peng, J., and Fan, J., Multi-View Concept Learning for

Data Representation; TKDE Nov. 2015 3016-3028Gunturi, V.M., Shekhar, S., and Yang, K., A Critical-Time-Point Approach

to All-Departure-Time Lagrangian Shortest Paths; TKDE Oct. 2015 2591-2603

Guo, B., see Liu, S., TKDE June 2015 1533-1546Guo, H., Accelerated Continuous Conditional Random Fields For Load Fore-

casting; TKDE Aug. 2015 2023-2033Guo, L., see Zhang, P., TKDE Feb. 2015 461-474Guo, L., see Zhou, C., TKDE Oct. 2015 2770-2783Guo, M., see Wang, Z., TKDE March 2015 866-879Guo, S., see Yu, S., TKDE Jan. 2015 170-179Guo, S., see Seo, J., TKDE July 2015 1824-1837Gupta, R., and Singh, Y.N., Reputation Aggregation in Peer-to-Peer Network

Using Differential Gossip Algorithm; TKDE Oct. 2015 2812-2823Guravannavar, R., see Ramachandra, K., TKDE Feb. 2015 531-544Gutierrez, P.A., see Perez-Ortiz, M., TKDE May 2015 1233-1245

H

Habibi, J., see Mashayekhi, H., TKDE July 2015 1892-1905Han, G., see Yu, Z., TKDE Dec. 2015 3176-3189

Han, J., see Li, Z., TKDE May 2015 1219-1232Han, J., see Lee, J., TKDE June 2015 1478-1490Han, J., see Shen, W., TKDE Feb. 2015 443-460Han, L., see Song, G., TKDE Aug. 2015 2217-2230Han, W., see Kim, M., TKDE Oct. 2015 2658-2671Han, X., Li, J., and Gao, H., Efficient Top-k Retrieval on Massive Data; TKDE

Oct. 2015 2687-2699Harder, T., see Gao, S., TKDE Dec. 2015 3332-3346He, B., see Gao, S., TKDE Dec. 2015 3332-3346He, Q., see Li, C., TKDE Feb. 2015 558-570He, X., see Zhao, Z., TKDE April 2015 993-1004He, X., see Xu, B., TKDE Jan. 2015 102-114He, X., see Ren, C., TKDE Nov. 2015 3070-3083He, Y., Mao, Y., Chen, W., and Chen, Y., Nonlinear Metric Learning with

Kernel Density Estimation; TKDE June 2015 1602-1614He, Y., see Zhao, W.X., TKDE April 2015 1032-1044He, Z., see Nibali, A., TKDE Nov. 2015 3138-3151Healey, G., Modeling the Probability of a Strikeout for a Batter/Pitcher

Matchup; TKDE Sept. 2015 2415-2423Heise, A., see Papenbrock, T., TKDE May 2015 1316-1329Hervas-Martinez, C., see Perez-Ortiz, M., TKDE May 2015 1233-1245Heuser, C.A., see Bianco, G.D., TKDE Sept. 2015 2305-2319Hills, J., see Bagnall, A., TKDE Sept. 2015 2522-2535Hino, H., see Koshijima, K., TKDE Oct. 2015 2632-2644Holena,M.,Bajer, L., and Scavnicky, M., Using Copulas in Data Mining Based

on the Observational Calculus; TKDE Oct. 2015 2851-2864Hong, L., Zou, L., Lian, X., and Yu, P.S., Subgraph Matching with Set Simi-

larity in a Large Graph Database; TKDE Sept. 2015 2507-2521Hose, K., see Siksnys, L., TKDE Nov. 2015 2893-2906Houle, M.E.,Ma, X., and Oria, V., Effective and Efficient Algorithms for Flex-

ible Aggregate Similarity Search in High Dimensional Spaces; TKDE Dec.2015 3258-3273

Hu, B., see Li, C., TKDE Dec. 2015 3404-3416Hu, C., see Ma, S., TKDE Dec. 2015 3274-3288Hu, H., see Gao, S., TKDE Dec. 2015 3332-3346Hu, H., Zheng, K., Wang, X., and Zhou, A., GFilter: A General Gram Filter for

String Similarity Search; TKDE April 2015 1005-1018Hu, H., see Fan, Z., TKDE Aug. 2015 2275-2290Hu, H., see Lin, X., TKDE Nov. 2015 3056-3069Hu, H., see Li, Y., TKDE Oct. 2015 2729-2742Hu, X., seeWang, J., TKDE Nov. 2015 3029-3041Hu, X., see Li, P., TKDE Oct. 2015 2604-2617Hu, Y.,Yu,M.,Wang, H., and Ting, Z., A Similarity-Based Learning Algorithm

Using Distance Transformation; TKDE June 2015 1452-1464Hu, Y., and Wan, X., PPSGen: Learning-Based Presentation Slides Generation

for Academic Papers; TKDE April 2015 1085-1097Hu, Y., see Yuan, L., TKDE Feb. 2015 312-325Hu, Y., see Xuan, J., TKDE Jan. 2015 264-280Huang, H., Tang, J., Liu, L., Luo, J., and Fu, X., Triadic Closure Pattern Anal-

ysis and Prediction in Social Networks; TKDE Dec. 2015 3374-3389Huang, H., seeWang, D., TKDE Oct. 2015 2743-2755Huang, J., Huangfu, X., Sun, H., Li, H., Zhao, P., Cheng, H., and Song, Q.,

Backward Path Growth for Efficient Mobile Sequential Recommendation;TKDE Jan. 2015 46-60

Huang, L., see Tian, X., TKDE Dec. 2015 3217-3230Huang, Q., see Li, Y., TKDE Oct. 2015 2729-2742Huang, T., see Yan, H., TKDE May 2015 1192-1204Huang, T.S., see Qi, G., TKDE July 2015 1741-1753Huang, Z., see Lian, X., TKDE May 2015 1246-1260Huang, Z., see Xu, N., TKDE June 2015 1560-1572Huang, Z., see Cai, H., TKDE Nov. 2015 3001-3015Huangfu, X., see Huang, J., TKDE Jan. 2015 46-60Hull, R., see Sadoghi, M., TKDE Oct. 2015 2824-2838Hwang, J., see Mori, T., TKDE Dec. 2015 3360-3373

I

Iftikhar, S., Kamran, M., and Anwar, Z., RRW—A Robust and Reversible Wa-termarking Technique for Relational Data; TKDE April 2015 1132-1145

Imran, M.A., see O’Reilly, C., TKDE Jan. 2015 3-16Inagaki, Y., see Long, B., TKDE May 2015 1180-1191Ioannou, E., and Garofalakis,M., Query Analytics over Probabilistic Databases

with Unmerged Duplicates; TKDE Aug. 2015 2245-2260



Islam, M.S., Liu, C., and Li, J., Efficient Answering of Why-Not Questions inSimilar Graph Matching; TKDE Oct. 2015 2672-2686

Ivanovic, M., see Radovanovic, M., TKDE May 2015 1369-1382

J

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Based on Datalog; TKDE July 2015 1824-1837Sergot, M., see Artikis, A., TKDE April 2015 895-908Serra, E., and Spezzano, F., An EffectiveGPU-BasedApproach to Probabilistic

Query Confidence Computation; TKDE Jan. 2015 17-31Shahid, S., seeWatve, A., TKDE May 2015 1438-1451Shan, M., seeWang, L., TKDE April 2015 1071-1084Shan, Z., see Li, J., TKDE Feb. 2015 589-593Shang, S., Zheng, K., Jensen, C.S., Yang, B., Kalnis, P., Li, G., and Wen, J.,

Discovery of Path Nearby Clusters in Spatial Networks; TKDE June 20151505-1518

Shao, Y., see Xu, N., TKDE June 2015 1560-1572Shao, Y., Cui, B., and Ma, L., PAGE: A Partition Aware Engine for Parallel

Graph Computation; TKDE Feb. 2015 518-530Shekhar, A.H., see Yang, K., TKDE Nov. 2015 2919-2932Shekhar, S., see Jiang, Z., TKDE June 2015 1547-1559Shekhar, S., see Yang, K., TKDE Nov. 2015 2919-2932Shekhar, S., see Gunturi, V.M., TKDE Oct. 2015 2591-2603Shen, H.T., seeWang, J., TKDE Jan. 2015 180-192Shen, J., see Nie, L., TKDE Feb. 2015 396-409Shen,W.,Wang, J., and Han, J., Entity Linking with a Knowledge Base: Issues,

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for Computing Approximations in Incomplete Information Systems; TKDEFeb. 2015 326-339

Zhang, J., Wu, X., and Sheng, V.S., Imbalanced Multiple Noisy Labeling;TKDE Feb. 2015 489-503

Zhang, L., see Zhao, Z., TKDE April 2015 993-1004Zhang, L., see Nie, L., TKDE Aug. 2015 2107-2119Zhang, L., see Guan, Z., TKDE Nov. 2015 3016-3028Zhang, M., see Fan, J., TKDE Aug. 2015 2078-2092Zhang, M., see Zhang, H., TKDE July 2015 1920-1948Zhang, N., see Yan, H., TKDE May 2015 1192-1204Zhang, P., Zhou, C., Wang, P., Gao, B. J., Zhu, X., and Guo, L., E-Tree: An

Efficient Indexing Structure for Ensemble Models on Data Streams; TKDEFeb. 2015 461-474

Zhang, P., see Zhou, C., TKDE Oct. 2015 2770-2783Zhang, Q., see Cai, H., TKDE Nov. 2015 3001-3015Zhang, W., see Zhan, L., TKDE Dec. 2015 3289-3303Zhang, W., see Li, R., TKDE May 2015 1411-1423Zhang, W., see Yu, W., TKDE July 2015 1810-1823Zhang, X., Chen, L., and Wang, M., Efficient Parallel Processing of Distance

Join Queries Over Distributed Graphs; TKDE March 2015 740-754Zhang, X., see Chen, B., TKDE July 2015 1964-1976Zhang, X., see Li, Z., TKDE Sept. 2015 2550-2563Zhang, Y., and Zhang, C., Citation Networks and the Emergence of Knowledge

Core; TKDE Dec. 2015 3203-3216Zhang, Y., see Zhan, L., TKDE Dec. 2015 3289-3303Zhang, Y., see Long, B., TKDE May 2015 1180-1191



Zhang, Y., see Zhuang, Y., TKDE June 2015 1643-1655Zhang, Y., Cheung, W.K., and Liu, J., A Unified Framework for Epidemic

Prediction based on Poisson Regression; TKDE Nov. 2015 2878-2892Zhang, Y.,Chen, S., Wang, Q., and Yu, G., i MapReduce: Incremental MapRe-

duce for Mining Evolving Big Data; TKDE July 2015 1906-1919Zhang, Z., see Zhuang, Y., TKDE June 2015 1643-1655Zhang, Z., seeWang, L., TKDE April 2015 1071-1084Zhang, Z., see Xu, J., TKDE Aug. 2015 2148-2162Zhang, Z., see Zhao, X., TKDE Oct. 2015 2756-2769Zhang, Z., Zhao, M., and Chow, T.W., Graph Based Constrained Semi-Super-

vised Learning Framework via Label Propagation over Adaptive Neighbor-hood; TKDE Sept. 2015 2362-2376

Zhao, D., see Zheng, W., TKDE April 2015 964-978Zhao, J., see Liu, K., TKDE March 2015 636-650Zhao, M., see Zeng, Q., TKDE April 2015 979-992Zhao, M., see Zhang, Z., TKDE Sept. 2015 2362-2376Zhao, P., see Huang, J., TKDE Jan. 2015 46-60Zhao, W.X.,Wang, J., He, Y., Nie, J., Wen, J., and Li, X., Incorporating Social

Role Theory into Topic Models for Social Media Content Analysis; TKDEApril 2015 1032-1044

Zhao, X., see Liu, M., TKDE Aug. 2015 2049-2063Zhao, X., Li, X., and Zhang, Z., Joint Structural Learning to Rank with Deep

Linear Feature Learning; TKDE Oct. 2015 2756-2769Zhao, Y., see Li, R., TKDE May 2015 1411-1423Zhao, Y., see Nie, L., TKDE Feb. 2015 396-409Zhao, Z., see Yan, D., TKDE March 2015 852-865Zhao, Z., Zhang, L., He, X., and Ng, W., Expert Finding for Question An-

swering via Graph Regularized Matrix Completion; TKDE April 2015 993-1004

Zhao, Z., see Wang, J., TKDE Nov. 2015 3029-3041Zheng, B., see Gao, Y., TKDE May 2015 1205-1218Zheng, B., see Sun, W., TKDE Feb. 2015 382-395Zheng, K., see Yuan, N.J., TKDE March 2015 712-725Zheng, K., see Shang, S., TKDE June 2015 1505-1518Zheng, K., see Hu, H., TKDE April 2015 1005-1018Zheng, W., Zou, L., Lian, X., Wang, D., and Zhao, D., Efficient Graph Simi-

larity Search Over Large Graph Databases; TKDE April 2015 964-978Zheng, Y., see Yuan, N.J., TKDE March 2015 712-725Zheng, Y., Bao, Z., Shou, L., and Tung, A.K., INSPIRE: A Framework for

Incremental Spatial Prefix Query Relaxation; TKDE July 2015 1949-1963Zheng, Y., see Ma, S., TKDE July 2015 1782-1795Zhong, H., see Yan, H., TKDE May 2015 1192-1204Zhong, R., Li, G., Tan, K., Zhou, L., and Gong, Z., G-Tree: An Efficient and

Scalable Index for Spatial Search on Road Networks; TKDE Aug. 20152175-2189

Zhou, A., see Tian, X., TKDE Dec. 2015 3217-3230Zhou, A., seeWang, L., TKDE April 2015 1071-1084Zhou, A., see Hu, H., TKDE April 2015 1005-1018Zhou, C., see Zhang, P., TKDE Feb. 2015 461-474Zhou, C., Zhang, P., Zang, W., and Guo, L., On the Upper Bounds of Spread

for Greedy Algorithms in Social Network Influence Maximization; TKDEOct. 2015 2770-2783

Zhou, K., see Liu, S., TKDE Jan. 2015 115-129Zhou, L., see Zhong, R., TKDE Aug. 2015 2175-2189Zhou, M., seeWang, L., TKDE April 2015 1071-1084Zhou, X., see Jiang, Z., TKDE June 2015 1547-1559Zhou, X., see Deng, K., TKDE Jan. 2015 61-73Zhou, X., see Jensen, C.S., TKDE July 2015 1739-1740Zhou, X., see Li, Z., TKDE Sept. 2015 2550-2563Zhou, Y., and Kang, K., Deadline Assignment and Feedback Control for Dif-

ferentiated Real-Time Data Services; TKDE Dec. 2015 3245-3257Zhu, A., see Yuan, L., TKDE Feb. 2015 312-325Zhu, F., see Liu, S., TKDE July 2015 2005-2019Zhu, H., Xiong, H., Ge, Y., and Chen, E., Discovery of Ranking Fraud for

Mobile Apps; TKDE Jan. 2015 74-87Zhu, K.Q., see Li, P., TKDE Oct. 2015 2604-2617Zhu, W., see Jiang, M., TKDE Nov. 2015 3084-3097Zhu, X., see Zhang, P., TKDE Feb. 2015 461-474Zhu, X., see Pan, S., TKDE Nov. 2015 2933-2946Zhu, X., see Fang, M., TKDE Sept. 2015 2536-2549Zhu, Y., see Xiong, Y., TKDE June 2015 1710-1723Zhu, Z., see Li, R., TKDE May 2015 1411-1423Zhuang, Y., Gao, H., Wu, F., Tang, S., Zhang, Y., and Zhang, Z., Probabilistic

Word Selection via Topic Modeling; TKDE June 2015 1643-1655

Zong, C., see Xia, R., TKDE Aug. 2015 2120-2133Zou, L., see Zheng, W., TKDE April 2015 964-978Zou, L., see Hong, L., TKDE Sept. 2015 2507-2521Zou, W., see Xuan, J., TKDE Jan. 2015 264-280

SUBJECT INDEX

A

AbstractingPPSGen: Learning-Based Presentation Slides Generation for Academic Pa-pers. Hu, Y., +, TKDE April 2015 1085-1097

Adaptation modelsHM: A Column-Oriented MapReduce System on Hybrid Storage.Wu, S., +,TKDE Dec. 2015 3304-3317

AggregatesAggregating and Disaggregating Flexibility Objects. Siksnys, L., +, TKDENov. 2015 2893-2906

Algorithm design and analysisAdaptive Noise Immune Cluster Ensemble Using Affinity Propagation. Yu,Z., +, TKDE Dec. 2015 3176-3189Aggregating and Disaggregating Flexibility Objects. Siksnys, L., +, TKDENov. 2015 2893-2906Co-ClusterD: A Distributed Framework for Data Co-Clustering with Se-quential Updates. Cheng, X., +, TKDE Dec. 2015 3231-3244FOCS: Fast Overlapped Community Search. Bandyopadhyay, S., +, TKDENov. 2015 2974-2985Mining Temporal Patterns in Time Interval-Based Data. Chen, Y., +, TKDEDec. 2015 3318-3331t-Closeness throughMicroaggregation: Strict Privacy with Enhanced UtilityPreservation. Soria-Comas, J., +, TKDE Nov. 2015 3098-3110Trajic: An Effective Compression System for Trajectory Data. Nibali, A., +,TKDE Nov. 2015 3138-3151VEGAS: Visual influEnce GrAph Summarization on Citation Networks.Shi, L., +, TKDE Dec. 2015 3417-3431

Application program interfacesRoute-Saver: Leveraging Route APIs for Accurate and Efficient Query Pro-cessing at Location-Based Services. Li, Y., +, TKDE Jan. 2015 235-249

Approximation algorithmsCo-ClusterD: A Distributed Framework for Data Co-Clustering with Se-quential Updates. Cheng, X., +, TKDE Dec. 2015 3231-3244Effective and Efficient Algorithms for Flexible Aggregate Similarity Searchin High Dimensional Spaces. Houle, M.E., +, TKDE Dec. 2015 3258-3273Finding Top k Most Influential Spatial Facilities over Uncertain Objects.Zhan, L., +, TKDE Dec. 2015 3289-3303Similar Subtree Search Using Extended Tree Inclusion. Mori, T., +, TKDEDec. 2015 3360-3373Trajic: An Effective Compression System for Trajectory Data. Nibali, A., +,TKDE Nov. 2015 3138-3151VEGAS: Visual influEnce GrAph Summarization on Citation Networks.Shi, L., +, TKDE Dec. 2015 3417-3431

Approximation methodsCapacity-Constrained Network-Voronoi Diagram. Yang, K., +, TKDE Nov.2015 2919-2932Effective and Efficient Algorithms for Flexible Aggregate Similarity Searchin High Dimensional Spaces. Houle, M.E., +, TKDE Dec. 2015 3258-3273RankRC: Large-Scale Nonlinear Rare Class Ranking. Tayal, A., +, TKDEDec. 2015 3347-3359Similar Subtree Search Using Extended Tree Inclusion. Mori, T., +, TKDEDec. 2015 3360-3373Tensor Canonical Correlation Analysis for Multi-View Dimension Reduc-tion. Luo, Y., +, TKDE Nov. 2015 3111-3124

Approximation theoryA Parallel Matrix-Based Method for Computing Approximations in Incom-plete Information Systems. Zhang, J., +, TKDE Feb. 2015 326-339A Query Approach for Influence Maximization on Specific Users in SocialNetworks. Lee, J., +, TKDE Feb. 2015 340-353Improved Greedy Algorithms for Sparse Approximation of a Matrix inTerms of Another Matrix. Maung, C., +, TKDE March 2015 769-780Probabilistic Convex Hull Queries over Uncertain Data. Yan, D., +, TKDEMarch 2015 852-865



Association rulesAssociation Discovery in Two-View Data. van Leeuwen, M., +, TKDE Dec.2015 3190-3202

AuthorizationAuthenticated Subgraph Similarity Searchin Outsourced Graph Databases.Peng, Y., +, TKDE July 2015 1838-1860Authentication ofMoving Top-k Spatial Keyword Queries.Wu, D., +, TKDEApril 2015 922-935CloudKeyBank: Privacy and Owner Authorization Enforced Key Manage-ment Framework. Tian, X., +, TKDE Dec. 2015 3217-3230Efficient Enforcement of Action-Aware Purpose-Based Access Controlwithin Relational Database Management Systems. Colombo, P., +, TKDEAug. 2015 2134-2147Enforcement of Autonomous Authorizations in Collaborative DistributedQuery Evaluation. Zeng, Q., +, TKDE April 2015 979-992HyXAC: Hybrid XML Access Control Integrating View-Based and Query-Rewriting Approaches. Thimma, M., +, TKDE Aug. 2015 2190-2202Precision-Bounded Access Control Using Sliding-Window Query Views forPrivacy-Preserving Data Streams. Pervaiz, Z., +, TKDE July 2015 1992-2004

B

Batch processing (computers)Efficient Top-k Retrieval on Massive Data. Han, X., +, TKDE Oct. 20152687-2699

BatteriesAggregating and Disaggregating Flexibility Objects. Siksnys, L., +, TKDENov. 2015 2893-2906

Bayes methodsBayes-Optimal Hierarchical Multilabel Classification. Bi, W., +, TKDE Nov.2015 2907-2918Online and Non-Parametric Drift Detection Methods Based on Hoeffding’sBounds. Frias-Blanco, I., +, TKDE March 2015 810-823Relational Collaborative Topic Regression for Recommender Systems.Wang, H., +, TKDE May 2015 1343-1355

Behavioral sciences computingBoosting Response Aware Model-Based Collaborative Filtering. Yang, H.,+, TKDE Aug. 2015 2064-2077

Belief networksA New Dynamic Rule Activation Method for Extended Belief Rule-BasedSystems. Calzada, A., +, TKDE April 2015 880-894Automatic Taxonomy Construction from Keywords via Scalable BayesianRose Trees. Song, Y., +, TKDE July 2015 1861-1874Max-Margin Discriminant Projection via Data Augmentation. Chen, B., +,TKDE July 2015 1964-1976Parsimonious Topic Models with Salient Word Discovery. Soleimani, H., +,TKDE March 2015 824-837

Big Datai MapReduce: Incremental MapReduce for Mining Evolving Big Data.Zhang, Y., +, TKDE July 2015 1906-1919In-Memory Big Data Management and Processing: A Survey. Zhang, H., +,TKDE July 2015 1920-1948NUMA-Aware Scalable and Efficient In-Memory Aggregation on Large Do-mains. Wang, L., +, TKDE April 2015 1071-1084

BiologyFOCS: Fast Overlapped Community Search. Bandyopadhyay, S., +, TKDENov. 2015 2974-2985

BismuthBayes-Optimal Hierarchical Multilabel Classification. Bi, W., +, TKDE Nov.2015 2907-2918

BlogsIncreSTS: Towards Real-Time Incremental Short Text Summarization onComment Streams from Social Network Services. Liu, C., +, TKDE Nov.2015 2986-3000

Boolean functionsChecking Chase Termination: Cyclicity Analysis and Rewriting Techniques.Greco, S., +, TKDE March 2015 621-635Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Net-works. Gao, Y., +, TKDE May 2015 1205-1218

BoostingCogBoost: Boosting for Fast Cost-Sensitive Graph Classification. Pan, S.,+, TKDE Nov. 2015 2933-2946

BridgesSocial Recommendation with Cross-Domain Transferable Knowledge.Jiang, M., +, TKDE Nov. 2015 3084-3097

BuildingsPrivacy-Preserving Indoor Localization on Smartphones.Konstantinidis, A.,+, TKDE Nov. 2015 3042-3055Sample Weighting: An Inherent Approach for Outlier Suppressing Discrim-inant Analysis. Ren, C., +, TKDE Nov. 2015 3070-3083

Business data processingSafe Distribution and Parallel Execution of Data-Centric Workflows overthe Publish/Subscribe Abstraction. Sadoghi, M., +, TKDE Oct. 2015 2824-2838Using Semantic Web Technologies for Exploratory OLAP: A Survey.Abello, A., +, TKDE Feb. 2015 571-588

C

Cache storageHyXAC: Hybrid XML Access Control Integrating View-Based and Query-Rewriting Approaches. Thimma, M., +, TKDE Aug. 2015 2190-2202NUMA-Aware Scalable and Efficient In-Memory Aggregation on Large Do-mains. Wang, L., +, TKDE April 2015 1071-1084

CalculusUsing Copulas in Data Mining Based on the Observational Calculus.Holena, M., +, TKDE Oct. 2015 2851-2864

CancerAdaptive Noise Immune Cluster Ensemble Using Affinity Propagation. Yu,Z., +, TKDE Dec. 2015 3176-3189

Citation analysisCitation Networks and the Emergence of Knowledge Core. Zhang, Y., +,TKDE Dec. 2015 3203-3216VEGAS: Visual influEnce GrAph Summarization on Citation Networks.Shi, L., +, TKDE Dec. 2015 3417-3431

ClassificationEffective Classification Using a Small Training Set Based on Discretizationand Statistical Analysis. Bruni, R., +, TKDE Sept. 2015 2349-2361

Cloud computingk-Nearest Neighbor Classification over Semantically Secure Encrypted Re-lational Data. Samanthula, B.K., +, TKDE May 2015 1261-1273A Parallel Matrix-Based Method for Computing Approximations in Incom-plete Information Systems. Zhang, J., +, TKDE Feb. 2015 326-339Heterogeneous Environment Aware Streaming Graph Partitioning. Xu, N.,+, TKDE June 2015 1560-1572Real-Time City-Scale Taxi Ridesharing. Ma, S., +, TKDE July 2015 1782-1795

Clustering algorithmsActive Learning from Relative Comparisons. Xiong, S., +, TKDE Dec. 20153166-3175Adaptive Noise Immune Cluster Ensemble Using Affinity Propagation. Yu,Z., +, TKDE Dec. 2015 3176-3189Co-ClusterD: A Distributed Framework for Data Co-Clustering with Se-quential Updates. Cheng, X., +, TKDE Dec. 2015 3231-3244FOCS: Fast Overlapped Community Search. Bandyopadhyay, S., +, TKDENov. 2015 2974-2985IncreSTS: Towards Real-Time Incremental Short Text Summarization onComment Streams from Social Network Services. Liu, C., +, TKDE Nov.2015 2986-3000t-Closeness throughMicroaggregation: Strict Privacy with Enhanced UtilityPreservation. Soria-Comas, J., +, TKDE Nov. 2015 3098-3110VEGAS: Visual influEnce GrAph Summarization on Citation Networks.Shi, L., +, TKDE Dec. 2015 3417-3431

Collaborative filteringBoosting Response Aware Model-Based Collaborative Filtering. Yang, H.,+, TKDE Aug. 2015 2064-2077Improving Stability of Recommender Systems: A Meta-Algorithmic Ap-proach. Adomavicius, G., +, TKDE June 2015 1573-1587Relational Collaborative Topic Regression for Recommender Systems.Wang, H., +, TKDE May 2015 1343-1355

Combinatorial mathematicsReview Selection Using Micro-Reviews. Nguyen, T., +, TKDE April 20151098-1111



CommunitiesFOCS: Fast Overlapped Community Search. Bandyopadhyay, S., +, TKDENov. 2015 2974-2985Tracking Temporal Community Strength in Dynamic Networks. Du, N., +,TKDE Nov. 2015 3125-3137

Competitive intelligenceFine-Grained Knowledge Sharing in Collaborative Environments.Guan, Z.,+, TKDE Aug. 2015 2163-2174NUMA-Aware Scalable and Efficient In-Memory Aggregation on Large Do-mains. Wang, L., +, TKDE April 2015 1071-1084Structured Learning from Heterogeneous Behavior for Social IdentityLinkage. Liu, S., +, TKDE July 2015 2005-2019

Complexity theoryAUnified Framework for Epidemic Prediction based on Poisson Regression.Zhang, Y., +, TKDE Nov. 2015 2878-2892Active Learning from Relative Comparisons. Xiong, S., +, TKDE Dec. 20153166-3175Extending Conditional Dependencies with Built-in Predicates. Ma, S., +,TKDE Dec. 2015 3274-3288Similar Subtree Search Using Extended Tree Inclusion. Mori, T., +, TKDEDec. 2015 3360-3373

Compression algorithmsTrajic: An Effective Compression System for Trajectory Data. Nibali, A., +,TKDE Nov. 2015 3138-3151

ComputabilityPolarity Consistency Checking for Domain Independent Sentiment Dictio-naries. Dragut, E.C., +, TKDE March 2015 838-851

Computational complexityA Critical-Time-Point Approach to All-Departure-Time LagrangianShortest Paths. Gunturi, V.M., +, TKDE Oct. 2015 2591-2603A Query Approach for Influence Maximization on Specific Users in SocialNetworks. Lee, J., +, TKDE Feb. 2015 340-353AnEffectiveGPU-BasedApproach to Probabilistic Query Confidence Com-putation. Serra, E., +, TKDE Jan. 2015 17-31Automatic Taxonomy Construction from Keywords via Scalable BayesianRose Trees. Song, Y., +, TKDE July 2015 1861-1874Boosting Response Aware Model-Based Collaborative Filtering. Yang, H.,+, TKDE Aug. 2015 2064-2077Efficient Answering of Why-Not Questions in Similar Graph Matching.Islam, M.S., +, TKDE Oct. 2015 2672-2686Fast Best-Effort Search on Graphs with Multiple Attributes. Roy, S.B., +,TKDE March 2015 755-768G-Tree: An Efficient and Scalable Index for Spatial Search on Road Net-works. Zhong, R., +, TKDE Aug. 2015 2175-2189Geo-Social K-Cover Group Queries for Collaborative Spatial Computing.Li, Y., +, TKDE Oct. 2015 2729-2742GFilter: A General Gram Filter for String Similarity Search. Hu, H., +,TKDE April 2015 1005-1018Polarity Consistency Checking for Domain Independent Sentiment Dictio-naries. Dragut, E.C., +, TKDE March 2015 838-851Principled Graph Matching Algorithms for Integrating Multiple DataSources. Zhang, D., +, TKDE Oct. 2015 2784-2796Probabilistic Convex Hull Queries over Uncertain Data. Yan, D., +, TKDEMarch 2015 852-865Safe Distribution and Parallel Execution of Data-Centric Workflows overthe Publish/Subscribe Abstraction. Sadoghi, M., +, TKDE Oct. 2015 2824-2838Scalable Classification of Repetitive Time Series Through Frequencies ofLocal Polynomials. Grabocka, J., +, TKDE June 2015 1683-1695Translating Relational Queries into Spreadsheets. Sroka, J., +, TKDE Aug.2015 2291-2303

Computational fluid dynamicsExtending Conditional Dependencies with Built-in Predicates. Ma, S., +,TKDE Dec. 2015 3274-3288

Computational geometryVoronoi Cell-Based Clustering Using a Kernel Support. Kim, K., +, TKDEApril 2015 1146-1156

Computational modelingAUnified Framework for Epidemic Prediction based on Poisson Regression.Zhang, Y., +, TKDE Nov. 2015 2878-2892Finding Top k Most Influential Spatial Facilities over Uncertain Objects.Zhan, L., +, TKDE Dec. 2015 3289-3303RankRC: Large-Scale Nonlinear Rare Class Ranking. Tayal, A., +, TKDEDec. 2015 3347-3359

Computer centersApplication Sensitive EnergyManagement Framework for Storage Systems.Nishikawa, N., +, TKDE Sept. 2015 2335-2348

Computer gamesEfficient Notification of Meeting Points for Moving Groups via IndependentSafe Regions. Li, J., +, TKDE July 2015 1767-1781

Computer network securityMalware Propagation in Large-Scale Networks. Yu, S., +, TKDE Jan. 2015170-179

Computer networksTrGraph: Cross-Network Transfer Learning via Common Signature Sub-graphs. Fang, M., +, TKDE Sept. 2015 2536-2549

Computer scienceCapacity-Constrained Network-Voronoi Diagram. Yang, K., +, TKDE Nov.2015 2919-2932Trust Evolution: Modeling and Its Applications. Tang, J., +, TKDE June2015 1724-1738

Concave programmingLearning Balanced and Unbalanced Graphs via Low-Rank Coding. Li, S., +,TKDE May 2015 1274-1287

Concurrency controlPCMLogging: Optimizing Transaction Logging and Recovery Performancewith PCM. Gao, S., +, TKDE Dec. 2015 3332-3346

Content-based retrievalEMR: A Scalable Graph-Based Ranking Model for Content-Based ImageRetrieval. Xu, B., +, TKDE Jan. 2015 102-114

ContextEvaluation of Multiclass Novelty Detection Algorithms for Data Streams.de Faria, E.R., +, TKDE Nov. 2015 2961-2973

Context awarenessAssociation Discovery in Two-View Data. van Leeuwen, M., +, TKDE Dec.2015 3190-3202

Control systemsDeadline Assignment and Feedback Control for Differentiated Real-TimeData Services. Zhou, Y., +, TKDE Dec. 2015 3245-3257

ConvergenceCo-ClusterD: A Distributed Framework for Data Co-Clustering with Se-quential Updates. Cheng, X., +, TKDE Dec. 2015 3231-3244

Convex programmingA Unified Feature Selection Framework for Graph Embedding on High Di-mensional Data. Chen, M., +, TKDE June 2015 1465-1477

Cooperative systemsA Cooperative Coevolution Framework for Parallel Learning to Rank.Wang, S., +, TKDE Dec. 2015 3152-3165

CorrelationA Family of Rank Similarity Measures Based on Maximized EffectivenessDifference. Tan, L., +, TKDE Nov. 2015 2865-2877Online Feature Selection with Group Structure Analysis.Wang, J., +, TKDENov. 2015 3029-3041Tensor Canonical Correlation Analysis for Multi-View Dimension Reduc-tion. Luo, Y., +, TKDE Nov. 2015 3111-3124

Correlation methodsA Large Probabilistic Semantic Network Based Approach to Compute TermSimilarity. Li, P., +, TKDE Oct. 2015 2604-2617

CostingGDCluster: A General Decentralized Clustering Algorithm. Mashayekhi,H., +, TKDE July 2015 1892-1905Probabilistic Range Query over Uncertain Moving Objects in ConstrainedTwo-Dimensional Space. Wang, Z., +, TKDE March 2015 866-879

Covariance matricesRobust Model-Based Learning via Spatial-EM Algorithm. Yu, K., +, TKDEJune 2015 1670-1682Sample Weighting: An Inherent Approach for Outlier Suppressing Discrim-inant Analysis. Ren, C., +, TKDE Nov. 2015 3070-3083

Cryptographic protocolsAn LSH-Based Blocking Approach with a Homomorphic Matching Tech-nique for Privacy-Preserving Record Linkage. Karapiperis, D., +, TKDEApril 2015 909-921

Cryptographyk-Nearest Neighbor Classification over Semantically Secure Encrypted Re-lational Data. Samanthula, B.K., +, TKDE May 2015 1261-1273Making Digital Artifacts on the Web Verifiable and Reliable. Kuhn, T., +,TKDE Sept. 2015 2390-2400



NUMA-Aware Scalable and Efficient In-MemoryAggregation on Large Do-mains. Wang, L., +, TKDE April 2015 1071-1084Structure-Preserving Subgraph Query Services. Fan, Z., +, TKDE Aug. 20152275-2290

Current measurementTracking Temporal Community Strength in Dynamic Networks. Du, N., +,TKDE Nov. 2015 3125-3137

D

Data acquisitionData Acquisition for Probabilistic Nearest-Neighbor Query. Lin, Y.-C., +,TKDE Feb. 2015 410-427

Data analysisAPractical and Effective Sampling Selection Strategy for Large Scale Dedu-plication. Bianco, G.D., +, TKDE Sept. 2015 2305-2319Aggregate Estimation in Hidden Databases with Checkbox Interfaces. Yan,H., +, TKDE May 2015 1192-1204Change-Point Detection in a Sequence of Bags-of-Data. Koshijima, K., +,TKDE Oct. 2015 2632-2644Effective Classification Using a Small Training Set Based on Discretizationand Statistical Analysis. Bruni, R., +, TKDE Sept. 2015 2349-2361GDCluster: A General Decentralized Clustering Algorithm. Mashayekhi,H., +, TKDE July 2015 1892-1905Graph-Based Learning via Auto-Grouped Sparse Regularization and Ker-nelized Extension. Fang, Y., +, TKDE Jan. 2015 142-154Practical Data Prediction for Real-World Wireless Sensor Networks. Raza,U., +, TKDE Aug. 2015 2231-2244Query Aware Determinization of Uncertain Objects. Xu, J., +, TKDE Jan.2015 207-221Real-Time Semiparametric Regression for Distributed Data Sets. Luts, J.,TKDE Feb. 2015 545-557Reverse Nearest Neighbors in Unsupervised Distance-Based Outlier Detec-tion. Radovanovic, M., +, TKDE May 2015 1369-1382SAX Discretization Does Not Guarantee Equiprobable Symbols. Butler, M.,+, TKDE April 2015 1162-1166Translating Relational Queries into Spreadsheets. Sroka, J., +, TKDE Aug.2015 2291-2303

Data compressionA Hierarchical Tensor-Based Approach to Compressing, Updating andQuerying Geospatial Data. Yuan, L., +, TKDE Feb. 2015 312-325Discovering Data Set Nature through Algorithmic Clustering Based onString Compression. Granados, A., +, TKDE March 2015 699-711

Data engineeringGuest editorial: Special section on the international conference on data en-gineering. Jensen, C.S., +, TKDE July 2015 1739-1740

Data handlingAn Iterative MapReduce Based Frequent Subgraph Mining Algorithm.Bhuiyan, M.A., +, TKDE March 2015 608-620DSP-CC-: I/O Efficient Parallel Computation of Connected Components inBillion-Scale Networks. Kim, M., +, TKDE Oct. 2015 2658-2671Efficient Similarity Join Based on Earth Mover’s Distance Using MapRe-duce. Xu, J., +, TKDE Aug. 2015 2148-2162Graph Based Constrained Semi-Supervised Learning Framework via LabelPropagation over Adaptive Neighborhood. Zhang, Z., +, TKDE Sept. 20152362-2376i MapReduce: Incremental MapReduce for Mining Evolving Big Data.Zhang, Y., +, TKDE July 2015 1906-1919Progressive Duplicate Detection. Papenbrock, T., +, TKDEMay 2015 1316-1329Resampling-Based Ensemble Methods for Online Class ImbalanceLearning. Wang, S., +, TKDE May 2015 1356-1368Rule-Based Method for Entity Resolution. Li, L., +, TKDE Jan. 2015250-263Scalable Distributed Processing of K Nearest Neighbor Queries overMoving Objects. Yu, Z., +, TKDE May 2015 1383-1396TRIP: An Interactive Retrieving-Inferring Data Imputation Approach. Li, Z.,+, TKDE Sept. 2015 2550-2563

Data integrationGFilter: A General Gram Filter for String Similarity Search. Hu, H., +,TKDE April 2015 1005-1018

Principled Graph Matching Algorithms for Integrating Multiple DataSources. Zhang, D., +, TKDE Oct. 2015 2784-2796SERIMI: Class-Based Matching for Instance Matching Across Heteroge-neous Datasets. Araujo, S., +, TKDE May 2015 1397-1440

Data integrityPropagation of Data Fusion. Bronselaer, A., +, TKDE May 2015 1330-1342

Data miningk-Nearest Neighbor Classification over Semantically Secure Encrypted Re-lational Data. Samanthula, B.K., +, TKDE May 2015 1261-1273A Comment on “A Similarity Measure for Text Classification and Clus-tering”. Kumar Nagwani, N., TKDE Sept. 2015 2589-2590A Parallel Matrix-Based Method for Computing Approximations in Incom-plete Information Systems. Zhang, J., +, TKDE Feb. 2015 326-339A Set of Complexity Measures Designed for Applying Meta-Learning toInstance Selection. Leyva, E., +, TKDE Feb. 2015 354-367A Unifying Framework of Mining Trajectory Patterns of Various TemporalTightness. Lee, J., +, TKDE June 2015 1478-1490Active Learning for Ranking through Expected Loss Optimization. Long,B., +, TKDE May 2015 1180-1191An Iterative MapReduce Based Frequent Subgraph Mining Algorithm.Bhuiyan, M.A., +, TKDE March 2015 608-620Association Discovery in Two-View Data. van Leeuwen, M., +, TKDE Dec.2015 3190-3202Backward Path Growth for Efficient Mobile Sequential Recommendation.Huang, J., +, TKDE Jan. 2015 46-60Bridging the Vocabulary Gap between Health Seekers and HealthcareKnowledge. Nie, L., +, TKDE Feb. 2015 396-409Co-Extracting Opinion Targets and Opinion Words from Online ReviewsBased on the Word Alignment Model. Liu, K., +, TKDE March 2015636-650CRoM and HuspExt: Improving Efficiency of High Utility Sequential Pat-tern Extraction. Alkan, O.K., +, TKDE Oct. 2015 2645-2657Differentially Private Frequent Itemset Mining via Transaction Splitting. Su,S., +, TKDE July 2015 1875-1891Discovering Urban Functional Zones Using Latent Activity Trajectories.Yuan, N.J., +, TKDE March 2015 712-725Discovery of Ranking Fraud for Mobile Apps. Zhu, H., +, TKDE Jan. 201574-87Disease Inference fromHealth-RelatedQuestions via Sparse Deep Learning.Nie, L., +, TKDE Aug. 2015 2107-2119Dual Sentiment Analysis: Considering Two Sides of One Review. Xia, R.,+, TKDE Aug. 2015 2120-2133E-Tree: An Efficient Indexing Structure for Ensemble Models on DataStreams. Zhang, P., +, TKDE Feb. 2015 461-474Effective and Efficient Algorithms for Flexible Aggregate Similarity Searchin High Dimensional Spaces. Houle, M.E., +, TKDE Dec. 2015 3258-3273Efficient Algorithms for Mining the Concise and Lossless Representation ofHigh Utility Itemsets. Tseng, V.S., +, TKDE March 2015 726-739ePeriodicity: Mining Event Periodicity from Incomplete Observations. Li,Z., +, TKDE May 2015 1219-1232Evaluation of Multiclass Novelty Detection Algorithms for Data Streams.de Faria, E.R., +, TKDE Nov. 2015 2961-2973Extending Association Rule Summarization Techniques to Assess Risk ofDiabetes Mellitus. Simon, G.J., +, TKDE Jan. 2015 130-141Feature Selection via Global RedundancyMinimization.Wang, D., +, TKDEOct. 2015 2743-2755Fine-Grained Knowledge Sharing in Collaborative Environments.Guan, Z.,+, TKDE Aug. 2015 2163-2174Four Decades of Data Mining in Network and Systems Management.Kalegele, K., +, TKDE Oct. 2015 2700-2716HOCTracker: Tracking the Evolution of Hierarchical and Overlapping Com-munities in Dynamic Social Networks. Bhat, S.Y., +, TKDE April 20151019-1013i MapReduce: Incremental MapReduce for Mining Evolving Big Data.Zhang, Y., +, TKDE July 2015 1906-1919Mining Partially-Ordered Sequential Rules Common toMultiple Sequences.Fournier-Viger, P., +, TKDE Aug. 2015 2203-2216Mining Temporal Patterns in Time Interval-Based Data. Chen, Y., +, TKDEDec. 2015 3318-3331Multi-Core Processing of XML Twig Patterns. Shnaiderman, L., +, TKDEApril 2015 1057-1070Polarity Consistency Checking for Domain Independent Sentiment Dictio-naries. Dragut, E.C., +, TKDE March 2015 838-851



PPSGen: Learning-Based Presentation Slides Generation for Academic Pa-pers. Hu, Y., +, TKDE April 2015 1085-1097Relational Collaborative Topic Regression for Recommender Systems.Wang, H., +, TKDE May 2015 1343-1355Relevance Feature Discovery for Text Mining. Li, Y., +, TKDE June 20151656-1669Removing DUST Using Multiple Alignment of Sequences. Rodrigues, K.,+, TKDE Aug. 2015 2261-2274Review Selection Using Micro-Reviews. Nguyen, T., +, TKDE April 20151098-1111Role Discovery in Networks. Rossi, R.A., +, TKDE April 2015 1112-1131Sparsity Learning Formulations for Mining Time-Varying Data. Li, R., +,TKDE May 2015 1411-1423Top-k Similarity Join in Heterogeneous Information Networks. Xiong, Y., +,TKDE June 2015 1710-1723Using Copulas in Data Mining Based on the Observational Calculus.Holena, M., +, TKDE Oct. 2015 2851-2864Using Semantic Web Technologies for Exploratory OLAP: A Survey.Abello, A., +, TKDE Feb. 2015 571-588

Data modelsAssociation Discovery in Two-View Data. van Leeuwen, M., +, TKDE Dec.2015 3190-3202HM: A Column-Oriented MapReduce System on Hybrid Storage.Wu, S., +,TKDE Dec. 2015 3304-3317t-Closeness throughMicroaggregation: Strict Privacy with Enhanced UtilityPreservation. Soria-Comas, J., +, TKDE Nov. 2015 3098-3110The Composite Data Model: A Unified Approach for Combining andQuerying Multiple Data Models. Pourabbas, E., +, TKDE May 20151424-1437

Data privacyk-Nearest Neighbor Classification over Semantically Secure Encrypted Re-lational Data. Samanthula, B.K., +, TKDE May 2015 1261-1273An LSH-Based Blocking Approach with a Homomorphic Matching Tech-nique for Privacy-Preserving Record Linkage. Karapiperis, D., +, TKDEApril 2015 909-921Anonymizing Collections of Tree-Structured Data. Gkountouna, O., +,TKDE Aug. 2015 2034-2048CloudKeyBank: Privacy and Owner Authorization Enforced Key Manage-ment Framework. Tian, X., +, TKDE Dec. 2015 3217-3230Differentially Private Frequent Itemset Mining via Transaction Splitting. Su,S., +, TKDE July 2015 1875-1891Efficient Enforcement of Action-Aware Purpose-Based Access Controlwithin Relational Database Management Systems. Colombo, P., +, TKDEAug. 2015 2134-2147Precision-Bounded Access Control Using Sliding-Window Query Views forPrivacy-Preserving Data Streams. Pervaiz, Z., +, TKDE July 2015 1992-2004Privacy Policy Inference of User-Uploaded Images on Content SharingSites. Squicciarini, A.C., +, TKDE Jan. 2015 193-206Privacy-Preserving Multi-Keyword Search in Information Networks. Tang,Y., +, TKDE Sept. 2015 2424-2437Structure-Preserving Subgraph Query Services. Fan, Z., +, TKDE Aug. 20152275-2290t-Closeness throughMicroaggregation: Strict Privacy with Enhanced UtilityPreservation. Soria-Comas, J., +, TKDE Nov. 2015 3098-3110XACML Policy Evaluation with Dynamic Context Handling. Ammar, N., +,TKDE Sept. 2015 2575-2588

Data reductionDifferentially Private Frequent Itemset Mining via Transaction Splitting. Su,S., +, TKDE July 2015 1875-1891Fusing Monotonic Decision Trees. Qian, Y., +, TKDE Oct. 2015 2717-2728Towards Effective Bug Triage with Software Data Reduction Techniques.Xuan, J., +, TKDE Jan. 2015 264-280

Data structuresAuthentication ofMoving Top-k Spatial Keyword Queries.Wu, D., +, TKDEApril 2015 922-935CRoM and HuspExt: Improving Efficiency of High Utility Sequential Pat-tern Extraction. Alkan, O.K., +, TKDE Oct. 2015 2645-2657Efficient Algorithms for Mining the Concise and Lossless Representation ofHigh Utility Itemsets. Tseng, V.S., +, TKDE March 2015 726-739Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Net-works. Gao, Y., +, TKDE May 2015 1205-1218

Graph Based Constrained Semi-Supervised Learning Framework via LabelPropagation over Adaptive Neighborhood. Zhang, Z., +, TKDE Sept. 20152362-2376Making Digital Artifacts on the Web Verifiable and Reliable. Kuhn, T., +,TKDE Sept. 2015 2390-2400On Summarization and Timeline Generation for Evolutionary TweetStreams. Wang, Z., +, TKDE May 2015 1301-1315Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles. Bagnall, A., +, TKDE Sept. 2015 2522-2535

Data visualizationExploring Topical Lead-Lag across Corpora. Liu, S., +, TKDE Jan. 2015115-129

Data warehousesUsing Semantic Web Technologies for Exploratory OLAP: A Survey.Abello, A., +, TKDE Feb. 2015 571-588

Database indexingG-Tree: An Efficient and Scalable Index for Spatial Search on Road Net-works. Zhong, R., +, TKDE Aug. 2015 2175-2189Indexing Earth Mover’s Distance over Network Metrics.Wang, T., +, TKDEJune 2015 1588-1601Top-k Similarity Join in Heterogeneous Information Networks. Xiong, Y., +,TKDE June 2015 1710-1723

Database management systemsAggregate Estimation in Hidden Databases with Checkbox Interfaces. Yan,H., +, TKDE May 2015 1192-1204AnEffectiveGPU-BasedApproach to Probabilistic Query Confidence Com-putation. Serra, E., +, TKDE Jan. 2015 17-31Application Sensitive EnergyManagement Framework for Storage Systems.Nishikawa, N., +, TKDE Sept. 2015 2335-2348Crowdsourcing Enumeration Queries: Estimators and Interfaces.Trushkowsky, B., +, TKDE July 2015 1796-1809Improving Accuracy and Robustness of Self-Tuning Histograms by Sub-space Clustering. Khachatryan, A., +, TKDE Sept. 2015 2377-2389Lossless Selection Views under Conditional Domain Constraints. Feinerer,I., +, TKDE Feb. 2015 504-517Maximizing a Record’s Standing in a Relation. Cai, Y., +, TKDE Sept. 20152401-2414Multicategory Crowdsourcing Accounting for Variable Task Difficulty,Worker Skill, and Worker Intention. Kurve, A., +, TKDE March 2015794-809Query Analytics over Probabilistic Databases with Unmerged Duplicates.Ioannou, E., +, TKDE Aug. 2015 2245-2260Structure-Preserving Subgraph Query Services. Fan, Z., +, TKDE Aug. 20152275-2290TRIP: An Interactive Retrieving-Inferring Data Imputation Approach. Li, Z.,+, TKDE Sept. 2015 2550-2563

Database systemsPCMLogging: Optimizing Transaction Logging and Recovery Performancewith PCM. Gao, S., +, TKDE Dec. 2015 3332-3346

DatabasesCloudKeyBank: Privacy and Owner Authorization Enforced Key Manage-ment Framework. Tian, X., +, TKDE Dec. 2015 3217-3230Deadline Assignment and Feedback Control for Differentiated Real-TimeData Services. Zhou, Y., +, TKDE Dec. 2015 3245-3257Extending Conditional Dependencies with Built-in Predicates. Ma, S., +,TKDE Dec. 2015 3274-3288Mining Temporal Patterns in Time Interval-Based Data. Chen, Y., +, TKDEDec. 2015 3318-3331Privacy-Preserving Indoor Localization on Smartphones.Konstantinidis, A.,+, TKDE Nov. 2015 3042-3055

DATALOGSociaLite: An Efficient Graph Query Language Based on Datalog. Seo, J.,+, TKDE July 2015 1824-1837

Decision diagramsAnEffectiveGPU-BasedApproach to Probabilistic Query Confidence Com-putation. Serra, E., +, TKDE Jan. 2015 17-31

Decision makingMulticategory Crowdsourcing Accounting for Variable Task Difficulty,Worker Skill, and Worker Intention. Kurve, A., +, TKDE March 2015794-809

Decision support systemsEvaluation of Multiclass Novelty Detection Algorithms for Data Streams.de Faria, E.R., +, TKDE Nov. 2015 2961-2973



Decision theoryA New Dynamic Rule Activation Method for Extended Belief Rule-BasedSystems. Calzada, A., +, TKDE April 2015 880-894Bayes-Optimal Hierarchical Multilabel Classification. Bi, W., +, TKDE Nov.2015 2907-2918

Decision treesFocal-Test-Based Spatial Decision Tree Learning. Jiang, Z., +, TKDE June2015 1547-1559Fusing Monotonic Decision Trees. Qian, Y., +, TKDE Oct. 2015 2717-2728

DictionariesPolarity Consistency Checking for Domain Independent Sentiment Dictio-naries. Dragut, E.C., +, TKDE March 2015 838-851

DiseasesAUnified Framework for Epidemic Prediction based on Poisson Regression.Zhang, Y., +, TKDE Nov. 2015 2878-2892Disease Inference fromHealth-RelatedQuestions via Sparse Deep Learning.Nie, L., +, TKDE Aug. 2015 2107-2119

Distributed databasesEnforcement of Autonomous Authorizations in Collaborative DistributedQuery Evaluation. Zeng, Q., +, TKDE April 2015 979-992HM: A Column-Oriented MapReduce System on Hybrid Storage.Wu, S., +,TKDE Dec. 2015 3304-3317Real-Time Semiparametric Regression for Distributed Data Sets. Luts, J.,TKDE Feb. 2015 545-557SERIMI: Class-Based Matching for Instance Matching Across Heteroge-neous Datasets. Araujo, S., +, TKDE May 2015 1397-1440

Distributed processingGDCluster: A General Decentralized Clustering Algorithm. Mashayekhi,H., +, TKDE July 2015 1892-1905Scalable Distributed Processing of K Nearest Neighbor Queries overMoving Objects. Yu, Z., +, TKDE May 2015 1383-1396

Distribution functionsMining Temporal Patterns in Time Interval-Based Data. Chen, Y., +, TKDEDec. 2015 3318-3331

Document handlingMulticategory Crowdsourcing Accounting for Variable Task Difficulty,Worker Skill, and Worker Intention. Kurve, A., +, TKDE March 2015794-809On Summarization and Timeline Generation for Evolutionary TweetStreams. Wang, Z., +, TKDE May 2015 1301-1315Pattern-based Topics for Document Modelling in Information Filtering.Gao, Y., +, TKDE June 2015 1629-1642Privacy-Preserving Multi-Keyword Search in Information Networks. Tang,Y., +, TKDE Sept. 2015 2424-2437

DRAM chipsPB -Tree: PCM-Aware B -Tree. Choi, G.S., +, TKDE Sept. 2015 2466-2479

Driver information systemsBackward Path Growth for Efficient Mobile Sequential Recommendation.Huang, J., +, TKDE Jan. 2015 46-60

DrivesHM: A Column-Oriented MapReduce System on Hybrid Storage.Wu, S., +,TKDE Dec. 2015 3304-3317

Dynamic programmingBackward Path Growth for Efficient Mobile Sequential Recommendation.Huang, J., +, TKDE Jan. 2015 46-60

E

Economic indicatorsUnsupervised Ranking of Multi-Attribute Objects Based on PrincipalCurves. Li, C., +, TKDE Dec. 2015 3404-3416

Eigenvalues and eigenfunctionsAdaptive Anomaly Detection with Kernel Eigenspace Splitting andMerging. OReilly, C., +, TKDE Jan. 2015 3-16Domain Invariant Transfer Kernel Learning. Long, M., +, TKDE June 20151519-1532Scalable Constrained Spectral Clustering. Li, J., +, TKDE Feb. 2015589-593

Electronic commerceApplication Sensitive EnergyManagement Framework for Storage Systems.Nishikawa, N., +, TKDE Sept. 2015 2335-2348

Efficient Similarity Join Based on Earth Mover’s Distance Using MapRe-duce. Xu, J., +, TKDE Aug. 2015 2148-2162

Electronic health recordsExtending Association Rule Summarization Techniques to Assess Risk ofDiabetes Mellitus. Simon, G.J., +, TKDE Jan. 2015 130-141

Electronic mailEvaluation of Multiclass Novelty Detection Algorithms for Data Streams.de Faria, E.R., +, TKDE Nov. 2015 2961-2973Multi-View Concept Learning for Data Representation. Guan, Z., +, TKDENov. 2015 3016-3028

EncodingAssociation Discovery in Two-View Data. van Leeuwen, M., +, TKDE Dec.2015 3190-3202Graph Based Constrained Semi-Supervised Learning Framework via LabelPropagation over Adaptive Neighborhood. Zhang, Z., +, TKDE Sept. 20152362-2376Multi-View Concept Learning for Data Representation. Guan, Z., +, TKDENov. 2015 3016-3028Trajic: An Effective Compression System for Trajectory Data. Nibali, A., +,TKDE Nov. 2015 3138-3151

EncryptionCloudKeyBank: Privacy and Owner Authorization Enforced Key Manage-ment Framework. Tian, X., +, TKDE Dec. 2015 3217-3230

EncyclopaediasCross-Language Learning from Bots and Users to Detect Vandalism onWikipedia. Tran, K., +, TKDE March 2015 673-685

Energy consumptionApplication Sensitive EnergyManagement Framework for Storage Systems.Nishikawa, N., +, TKDE Sept. 2015 2335-2348

EnginesHM: A Column-Oriented MapReduce System on Hybrid Storage.Wu, S., +,TKDE Dec. 2015 3304-3317

EqualizersCapacity-Constrained Network-Voronoi Diagram. Yang, K., +, TKDE Nov.2015 2919-2932

Error analysisRankRC: Large-Scale Nonlinear Rare Class Ranking. Tayal, A., +, TKDEDec. 2015 3347-3359

EstimationReverse Keyword Search for Spatio-Textual Top-k Queries in Location-Based Services. Lin, X., +, TKDE Nov. 2015 3056-3069Sample Weighting: An Inherent Approach for Outlier Suppressing Discrim-inant Analysis. Ren, C., +, TKDE Nov. 2015 3070-3083

Estimation theoryRobust Model-Based Learning via Spatial-EM Algorithm. Yu, K., +, TKDEJune 2015 1670-1682

Event detectionIndexing Evolving Events from Tweet Streams.Cai, H., +, TKDE Nov. 20153001-3015

Evolutionary computationA Cooperative Coevolution Framework for Parallel Learning to Rank.Wang, S., +, TKDE Dec. 2015 3152-3165Evolutionary Bayesian Rose Trees. Liu, S., +, TKDE June 2015 1533-1546Sparsity Learning Formulations for Mining Time-Varying Data. Li, R., +,TKDE May 2015 1411-1423

Expectation-maximization algorithmsRobust Model-Based Learning via Spatial-EM Algorithm. Yu, K., +, TKDEJune 2015 1670-1682

Exponential distributionMalware Propagation in Large-Scale Networks. Yu, S., +, TKDE Jan. 2015170-179

F

FacebookIncreSTS: Towards Real-Time Incremental Short Text Summarization onComment Streams from Social Network Services. Liu, C., +, TKDE Nov.2015 2986-3000

FacsimileAggregating and Disaggregating Flexibility Objects. Siksnys, L., +, TKDENov. 2015 2893-2906



FastenersCogBoost: Boosting for Fast Cost-Sensitive Graph Classification. Pan, S.,+, TKDE Nov. 2015 2933-2946

Feature extractionCRoM and HuspExt: Improving Efficiency of High Utility Sequential Pat-tern Extraction. Alkan, O.K., +, TKDE Oct. 2015 2645-2657TASC:Topic-Adaptive Sentiment Classification on Dynamic Tweets. Liu, S.,+, TKDE June 2015 1696-1709Unsupervised Feature Selection with Controlled Redundancy (UFeSCoR).Banerjee, M., +, TKDE Dec. 2015 3390-3403

Feature selectionA Unified Feature Selection Framework for Graph Embedding on High Di-mensional Data. Chen, M., +, TKDE June 2015 1465-1477Context-Based Diversification for Keyword Queries Over XML Data. Li, J.,+, TKDE March 2015 660-672Emphasizing Minority Class in LDA for Feature Subset Selection on High-Dimensional Small-Sized Problems. Yang, F., +, TKDE Jan. 2015 88-101Feature Selection via Global RedundancyMinimization.Wang, D., +, TKDEOct. 2015 2743-2755Sparsity Learning Formulations for Mining Time-Varying Data. Li, R., +,TKDE May 2015 1411-1423Towards Effective Bug Triage with Software Data Reduction Techniques.Xuan, J., +, TKDE Jan. 2015 264-280

Feedback controlDeadline Assignment and Feedback Control for Differentiated Real-TimeData Services. Zhou, Y., +, TKDE Dec. 2015 3245-3257

File organizationAll-Distances Sketches, Revisited: HIP Estimators for Massive GraphsAnalysis. Cohen, E., TKDE Sept. 2015 2320-2334

Flash memoriesHM: A Column-Oriented MapReduce System on Hybrid Storage.Wu, S., +,TKDE Dec. 2015 3304-3317PB -Tree: PCM-Aware B -Tree. Choi, G.S., +, TKDE Sept. 2015 2466-2479

Formal logicEffective Classification Using a Small Training Set Based on Discretizationand Statistical Analysis. Bruni, R., +, TKDE Sept. 2015 2349-2361Pattern-Aided Regression Modeling and Prediction Model Analysis. Dong,G., +, TKDE Sept. 2015 2452-2465

FraudDiscovery of Ranking Fraud for Mobile Apps. Zhu, H., +, TKDE Jan. 201574-87

G

Gain measurementA Family of Rank Similarity Measures Based on Maximized EffectivenessDifference. Tan, L., +, TKDE Nov. 2015 2865-2877

Gaussian distributionSAX Discretization Does Not Guarantee Equiprobable Symbols. Butler, M.,+, TKDE April 2015 1162-1166

Gaussian processesOverlapping Decomposition for Gaussian Graphical Modeling. Song, G., +,TKDE Aug. 2015 2217-2230ProbabilisticWord Selection via Topic Modeling. Zhuang, Y., +, TKDE June2015 1643-1655

Gene expressionAdaptive Noise Immune Cluster Ensemble Using Affinity Propagation. Yu,Z., +, TKDE Dec. 2015 3176-3189

Genetic algorithmsNon-Negative Matrix Factorization with Auxiliary Information on Overlap-ping Groups. Shiga, M., +, TKDE June 2015 1615-1628

Genetic programmingA Cooperative Coevolution Framework for Parallel Learning to Rank.Wang, S., +, TKDE Dec. 2015 3152-3165

Geographic information systemsDistance-Aware Join for IndoorMovingObjects.Xie, X.,+,TKDEFeb. 2015428-442Focal-Test-Based Spatial Decision Tree Learning. Jiang, Z., +, TKDE June2015 1547-1559G-Tree: An Efficient and Scalable Index for Spatial Search on Road Net-works. Zhong, R., +, TKDE Aug. 2015 2175-2189

GeographyINSPIRE: A Framework for Incremental Spatial Prefix Query Relaxation.Zheng, Y., +, TKDE July 2015 1949-1963

Global Positioning SystemPrivacy-Preserving Indoor Localization on Smartphones.Konstantinidis, A.,+, TKDE Nov. 2015 3042-3055Real-Time City-Scale Taxi Ridesharing. Ma, S., +, TKDE July 2015 1782-1795

Gradient methodsA Unified Feature Selection Framework for Graph Embedding on High Di-mensional Data. Chen, M., +, TKDE June 2015 1465-1477AUnified Framework for Epidemic Prediction based on Poisson Regression.Zhang, Y., +, TKDE Nov. 2015 2878-2892Expert Finding for Question Answering via Graph RegularizedMatrix Com-pletion. Zhao, Z., +, TKDE April 2015 993-1004Non-Negative Matrix Factorization with Auxiliary Information on Overlap-ping Groups. Shiga, M., +, TKDE June 2015 1615-1628

Graph theoryA Critical-Time-Point Approach to All-Departure-Time LagrangianShortest Paths. Gunturi, V.M., +, TKDE Oct. 2015 2591-2603A Unified Feature Selection Framework for Graph Embedding on High Di-mensional Data. Chen, M., +, TKDE June 2015 1465-1477All-Distances Sketches, Revisited: HIP Estimators for Massive GraphsAnalysis. Cohen, E., TKDE Sept. 2015 2320-2334An Iterative MapReduce Based Frequent Subgraph Mining Algorithm.Bhuiyan, M.A., +, TKDE March 2015 608-620Authenticated Subgraph Similarity Search in Outsourced Graph Databases.Peng, Y., +, TKDE July 2015 1838-1860Beyond Millisecond Latency kNN Search on Commodity Machine. Liao,B., +, TKDE Oct. 2015 2618-2631Customizable Point-of-Interest Queries in Road Networks. Delling, D., +,TKDE March 2015 686-698DSP-CC-: I/O Efficient Parallel Computation of Connected Components inBillion-Scale Networks. Kim, M., +, TKDE Oct. 2015 2658-2671Efficient Answering of Why-Not Questions in Similar Graph Matching.Islam, M.S., +, TKDE Oct. 2015 2672-2686Efficient Graph Similarity Search Over Large Graph Databases. Zheng, W.,+, TKDE April 2015 964-978Efficient Parallel Processing of Distance Join Queries Over DistributedGraphs. Zhang, X., +, TKDE March 2015 740-754EMR: A Scalable Graph-Based Ranking Model for Content-Based ImageRetrieval. Xu, B., +, TKDE Jan. 2015 102-114Expert Finding for Question Answering via Graph RegularizedMatrix Com-pletion. Zhao, Z., +, TKDE April 2015 993-1004Fast All-Pairs SimRank Assessment on Large Graphs and Bipartite Do-mains. Yu, W., +, TKDE July 2015 1810-1823Fast Best-Effort Search on Graphs with Multiple Attributes. Roy, S.B., +,TKDE March 2015 755-768Graph-Based Approaches for Over-Sampling in the Context of Ordinal Re-gression. Perez-Ortiz, M., +, TKDE May 2015 1233-1245Graph-Based Learning via Auto-Grouped Sparse Regularization and Ker-nelized Extension. Fang, Y., +, TKDE Jan. 2015 142-154Heterogeneous Environment Aware Streaming Graph Partitioning. Xu, N.,+, TKDE June 2015 1560-1572ISC: An Iterative Social Based Classifier for Adult Account Detection onTwitter. Cheng, H., +, TKDE April 2015 1045-1056Keyword Search Over Probabilistic RDF Graphs. Lian, X., +, TKDE May2015 1246-1260Learning Balanced and Unbalanced Graphs via Low-Rank Coding. Li, S., +,TKDE May 2015 1274-1287Non-Negative Matrix Factorization with Auxiliary Information on Overlap-ping Groups. Shiga, M., +, TKDE June 2015 1615-1628Overlapping Decomposition for Gaussian Graphical Modeling. Song, G., +,TKDE Aug. 2015 2217-2230PAGE: A Partition Aware Engine for Parallel Graph Computation. Shao, Y.,+, TKDE Feb. 2015 518-530Principled Graph Matching Algorithms for Integrating Multiple DataSources. Zhang, D., +, TKDE Oct. 2015 2784-2796Querying Knowledge Graphs by Example Entity Tuples. Jayaram, N., +,TKDE Oct. 2015 2797-2811Role Discovery in Networks. Rossi, R.A., +, TKDE April 2015 1112-1131Scalable Constrained Spectral Clustering. Li, J., +, TKDE Feb. 2015589-593



Scalable Online Betweenness Centrality in Evolving Graphs. Kourtellis, N.,+, TKDE Sept. 2015 2494-2506SociaLite: An Efficient Graph Query Language Based on Datalog. Seo, J.,+, TKDE July 2015 1824-1837Structure-Preserving Subgraph Query Services. Fan, Z., +, TKDE Aug. 20152275-2290Subgraph Matching with Set Similarity in a Large Graph Database. Hong,L., +, TKDE Sept. 2015 2507-2521Top-k Similarity Join in Heterogeneous Information Networks. Xiong, Y., +,TKDE June 2015 1710-1723Visual Classification by -HypergraphModeling.Wang, M., +, TKDE Sept.2015 2564-2574

Graphical modelsTriadic Closure Pattern Analysis and Prediction in Social Networks.Huang,H., +, TKDE Dec. 2015 3374-3389

Graphics processing unitsAnEffectiveGPU-BasedApproach to Probabilistic Query Confidence Com-putation. Serra, E., +, TKDE Jan. 2015 17-31

Greedy algorithmsBayes-Optimal Hierarchical Multilabel Classification. Bi, W., +, TKDE Nov.2015 2907-2918Improved Greedy Algorithms for Sparse Approximation of a Matrix inTerms of Another Matrix. Maung, C., +, TKDE March 2015 769-780On the Upper Bounds of Spread for Greedy Algorithms in Social NetworkInfluence Maximization. Zhou, C., +, TKDE Oct. 2015 2770-2783Overlapping Decomposition for Gaussian Graphical Modeling. Song, G., +,TKDE Aug. 2015 2217-2230Principled Graph Matching Algorithms for Integrating Multiple DataSources. Zhang, D., +, TKDE Oct. 2015 2784-2796

GroupwareFine-Grained Knowledge Sharing in Collaborative Environments.Guan, Z.,+, TKDE Aug. 2015 2163-2174Geo-Social K-Cover Group Queries for Collaborative Spatial Computing.Li, Y., +, TKDE Oct. 2015 2729-2742

H

Handheld computersAggregating and Disaggregating Flexibility Objects. Siksnys, L., +, TKDENov. 2015 2893-2906

Hard disksHM: A Column-Oriented MapReduce System on Hybrid Storage.Wu, S., +,TKDE Dec. 2015 3304-3317

Health careBridging the Vocabulary Gap between Health Seekers and HealthcareKnowledge. Nie, L., +, TKDE Feb. 2015 396-409Disease Inference fromHealth-RelatedQuestions via Sparse Deep Learning.Nie, L., +, TKDE Aug. 2015 2107-2119

Heuristic algorithmsIndexing Evolving Events from Tweet Streams.Cai, H., +, TKDE Nov. 20153001-3015

Heuristic programmingReview Selection Using Micro-Reviews. Nguyen, T., +, TKDE April 20151098-1111

Hidden Markov modelsDiversified Hidden Markov Models for Sequential Labeling. Qiao, M., +,TKDE Nov. 2015 2947-2960Fine-Grained Knowledge Sharing in Collaborative Environments.Guan, Z.,+, TKDE Aug. 2015 2163-2174

Hilbert spacesDomain Invariant Transfer Kernel Learning. Long, M., +, TKDE June 20151519-1532Graph-Based Learning via Auto-Grouped Sparse Regularization and Ker-nelized Extension. Fang, Y., +, TKDE Jan. 2015 142-154

HistogramsOnline Feature Selection with Group Structure Analysis.Wang, J., +, TKDENov. 2015 3029-3041

Home appliancesMining Temporal Patterns in Time Interval-Based Data. Chen, Y., +, TKDEDec. 2015 3318-3331

Human computer interactionSpatio-Temporal Analysis of Passive Consumption in Internet Media.Anand, S., +, TKDE Oct. 2015 2839-2850

Human factorsA General Geographical Probabilistic Factor Model for Point of InterestRecommendation. Liu, B., +, TKDE May 2015 1167-1179

HurricanesCapacity-Constrained Network-Voronoi Diagram. Yang, K., +, TKDE Nov.2015 2919-2932

I

IEEE 802.11 StandardsPrivacy-Preserving Indoor Localization on Smartphones.Konstantinidis, A.,+, TKDE Nov. 2015 3042-3055

IEEE publishing2014 Reviewers List*. , TKDE Jan. 2015 281-287

Image classificationEMR: A Scalable Graph-Based Ranking Model for Content-Based ImageRetrieval. Xu, B., +, TKDE Jan. 2015 102-114Learning Balanced and Unbalanced Graphs via Low-Rank Coding. Li, S., +,TKDE May 2015 1274-1287Privacy Policy Inference of User-Uploaded Images on Content SharingSites. Squicciarini, A.C., +, TKDE Jan. 2015 193-206

Image codingLearning Balanced and Unbalanced Graphs via Low-Rank Coding. Li, S., +,TKDE May 2015 1274-1287

Image color analysisOnline Feature Selection with Group Structure Analysis.Wang, J., +, TKDENov. 2015 3029-3041

Image matchingAn Event Calculus for Event Recognition. Artikis, A., +, TKDE April 2015895-908Learning Balanced and Unbalanced Graphs via Low-Rank Coding. Li, S., +,TKDE May 2015 1274-1287

Image processingEfficient Similarity Join Based on Earth Mover’s Distance Using MapRe-duce. Xu, J., +, TKDE Aug. 2015 2148-2162

Image recognitionGraph Based Constrained Semi-Supervised Learning Framework via LabelPropagation over Adaptive Neighborhood. Zhang, Z., +, TKDE Sept. 20152362-2376

Image retrievalEMR: A Scalable Graph-Based Ranking Model for Content-Based ImageRetrieval. Xu, B., +, TKDE Jan. 2015 102-114

IndexesCitation Networks and the Emergence of Knowledge Core. Zhang, Y., +,TKDE Dec. 2015 3203-3216Reverse Keyword Search for Spatio-Textual Top-k Queries in Location-Based Services. Lin, X., +, TKDE Nov. 2015 3056-3069Tracking Temporal Community Strength in Dynamic Networks. Du, N., +,TKDE Nov. 2015 3125-3137

IndexingCustomizable Point-of-Interest Queries in Road Networks. Delling, D., +,TKDE March 2015 686-698E-Tree: An Efficient Indexing Structure for Ensemble Models on DataStreams. Zhang, P., +, TKDE Feb. 2015 461-474Finding Top k Most Influential Spatial Facilities over Uncertain Objects.Zhan, L., +, TKDE Dec. 2015 3289-3303Indexing Evolving Events from Tweet Streams.Cai, H., +, TKDE Nov. 20153001-3015LINQ: A Framework for Location-Aware Indexing and Query Processing.Liu, X., +, TKDE May 2015 1288-1300Query Analytics over Probabilistic Databases with Unmerged Duplicates.Ioannou, E., +, TKDE Aug. 2015 2245-2260

Indoor navigationDistance-Aware Join for IndoorMovingObjects.Xie, X.,+,TKDEFeb. 2015428-442

Inference mechanismsBreaking the Barrier to Transferring Link Information across Networks. Qi,G., +, TKDE July 2015 1741-1753Disease Inference fromHealth-RelatedQuestions via Sparse Deep Learning.Nie, L., +, TKDE Aug. 2015 2107-2119Imbalanced Multiple Noisy Labeling. Zhang, J., +, TKDE Feb. 2015489-503



Information disseminationDiffusion of “Following” Links in Microblogging Networks. Zhang, J., +,TKDE Aug. 2015 2093-2106

Information filteringAuthenticated Subgraph Similarity Searchin Outsourced Graph Databases.Peng, Y., +, TKDE July 2015 1838-1860Efficient Filtering Algorithms for Location-Aware Publish/Subscribe. Yu,M., +, TKDE April 2015 950-963Pattern-based Topics for Document Modelling in Information Filtering.Gao, Y., +, TKDE June 2015 1629-1642

Information needsAre Data Sets Like Documents?: Evaluating Similarity-Based RankedSearch over Scientific Data. Megler, V.M., +, TKDE Jan. 2015 32-45Disease Inference fromHealth-RelatedQuestions via Sparse Deep Learning.Nie, L., +, TKDE Aug. 2015 2107-2119

Information networksPrivacy-Preserving Multi-Keyword Search in Information Networks. Tang,Y., +, TKDE Sept. 2015 2424-2437Top-k Similarity Join in Heterogeneous Information Networks. Xiong, Y., +,TKDE June 2015 1710-1723

Information retrievalA Cooperative Coevolution Framework for Parallel Learning to Rank.Wang, S., +, TKDE Dec. 2015 3152-3165APP Relationship Calculation: An Iterative Process. Liu, M., +, TKDE Aug.2015 2049-2063Are Data Sets Like Documents?: Evaluating Similarity-Based RankedSearch over Scientific Data. Megler, V.M., +, TKDE Jan. 2015 32-45Fine-Grained Knowledge Sharing in Collaborative Environments.Guan, Z.,+, TKDE Aug. 2015 2163-2174Multicategory Crowdsourcing Accounting for Variable Task Difficulty,Worker Skill, and Worker Intention. Kurve, A., +, TKDE March 2015794-809Removing DUST Using Multiple Alignment of Sequences. Rodrigues, K.,+, TKDE Aug. 2015 2261-2274Review Selection Using Micro-Reviews. Nguyen, T., +, TKDE April 20151098-1111Tweet Segmentation and Its Application to Named Entity Recognition. Li,C., +, TKDE Feb. 2015 558-570

Information retrieval system evaluationOn Evaluating the Contribution of Validation for Question Answering. Ro-drigo, A., +, TKDE April 2015 1157-1161

Integer programmingPPSGen: Learning-Based Presentation Slides Generation for Academic Pa-pers. Hu, Y., +, TKDE April 2015 1085-1097Review Selection Using Micro-Reviews. Nguyen, T., +, TKDE April 20151098-1111

Intelligent transportation systemsReal-Time City-Scale Taxi Ridesharing. Ma, S., +, TKDE July 2015 1782-1795

Interactive systemsCustomizable Point-of-Interest Queries in Road Networks. Delling, D., +,TKDE March 2015 686-698

InternetA Large Probabilistic Semantic Network Based Approach to Compute TermSimilarity. Li, P., +, TKDE Oct. 2015 2604-2617Aggregate Estimation in Hidden Databases with Checkbox Interfaces. Yan,H., +, TKDE May 2015 1192-1204All-Distances Sketches, Revisited: HIP Estimators for Massive GraphsAnalysis. Cohen, E., TKDE Sept. 2015 2320-2334Application Sensitive EnergyManagement Framework for Storage Systems.Nishikawa, N., +, TKDE Sept. 2015 2335-2348Are Data Sets Like Documents?: Evaluating Similarity-Based RankedSearch over Scientific Data. Megler, V.M., +, TKDE Jan. 2015 32-45Beyond Millisecond Latency kNN Search on Commodity Machine. Liao,B., +, TKDE Oct. 2015 2618-2631Fine-Grained Knowledge Sharing in Collaborative Environments.Guan, Z.,+, TKDE Aug. 2015 2163-2174HyXAC: Hybrid XML Access Control Integrating View-Based and Query-Rewriting Approaches. Thimma, M., +, TKDE Aug. 2015 2190-2202Making Digital Artifacts on the Web Verifiable and Reliable. Kuhn, T., +,TKDE Sept. 2015 2390-2400Multicategory Crowdsourcing Accounting for Variable Task Difficulty,Worker Skill, and Worker Intention. Kurve, A., +, TKDE March 2015794-809

PAXQuery: Efficient Parallel Processing of Complex XQuery. Camacho-Rodriguez, J., +, TKDE July 2015 1977-1991Query Aware Determinization of Uncertain Objects. Xu, J., +, TKDE Jan.2015 207-221Removing DUST Using Multiple Alignment of Sequences. Rodrigues, K.,+, TKDE Aug. 2015 2261-2274Spatio-Temporal Analysis of Passive Consumption in Internet Media.Anand, S., +, TKDE Oct. 2015 2839-2850Translating Relational Queries into Spreadsheets. Sroka, J., +, TKDE Aug.2015 2291-2303Trust Evolution: Modeling and Its Applications. Tang, J., +, TKDE June2015 1724-1738

Invasive softwareMalware Propagation in Large-Scale Networks. Yu, S., +, TKDE Jan. 2015170-179

ItemsetsAssociation Discovery in Two-View Data. van Leeuwen, M., +, TKDE Dec.2015 3190-3202

Iterative methodsA Similarity-Based Learning Algorithm Using Distance Transformation.Hu, Y., +, TKDE June 2015 1452-1464An Iterative MapReduce Based Frequent Subgraph Mining Algorithm.Bhuiyan, M.A., +, TKDE March 2015 608-620APP Relationship Calculation: An Iterative Process. Liu, M., +, TKDE Aug.2015 2049-2063Cluster-Based Boosting. Miller, L.D., +, TKDE June 2015 1491-1504Efficient Parallel Processing of Distance Join Queries Over DistributedGraphs. Zhang, X., +, TKDE March 2015 740-754i MapReduce: Incremental MapReduce for Mining Evolving Big Data.Zhang, Y., +, TKDE July 2015 1906-1919ISC: An Iterative Social Based Classifier for Adult Account Detection onTwitter. Cheng, H., +, TKDE April 2015 1045-1056

J

JavaProgram Transformations for Asynchronous and Batched Query Submis-sion. Ramachandra, K., +, TKDE Feb. 2015 531-544SociaLite: An Efficient Graph Query Language Based on Datalog. Seo, J.,+, TKDE July 2015 1824-1837

Joining processesSocial Recommendation with Cross-Domain Transferable Knowledge.Jiang, M., +, TKDE Nov. 2015 3084-3097

JointsAggregating and Disaggregating Flexibility Objects. Siksnys, L., +, TKDENov. 2015 2893-2906

K

KernelDiversified Hidden Markov Models for Sequential Labeling. Qiao, M., +,TKDE Nov. 2015 2947-2960RankRC: Large-Scale Nonlinear Rare Class Ranking. Tayal, A., +, TKDEDec. 2015 3347-3359Sample Weighting: An Inherent Approach for Outlier Suppressing Discrim-inant Analysis. Ren, C., +, TKDE Nov. 2015 3070-3083

Keyword searchReverse Keyword Search for Spatio-Textual Top-k Queries in Location-Based Services. Lin, X., +, TKDE Nov. 2015 3056-3069

Knowledge acquisitionFour Decades of Data Mining in Network and Systems Management.Kalegele, K., +, TKDE Oct. 2015 2700-2716

Knowledge based systemsA Large Probabilistic Semantic Network Based Approach to Compute TermSimilarity. Li, P., +, TKDE Oct. 2015 2604-2617A New Dynamic Rule Activation Method for Extended Belief Rule-BasedSystems. Calzada, A., +, TKDE April 2015 880-894Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions.Shen, W., +, TKDE Feb. 2015 443-460Rule-Based Method for Entity Resolution. Li, L., +, TKDE Jan. 2015250-263



Knowledge engineeringCitation Networks and the Emergence of Knowledge Core. Zhang, Y., +,TKDE Dec. 2015 3203-3216Improving Accuracy and Robustness of Self-Tuning Histograms by Sub-space Clustering. Khachatryan, A., +, TKDE Sept. 2015 2377-2389Social Recommendation with Cross-Domain Transferable Knowledge.Jiang, M., +, TKDE Nov. 2015 3084-3097

Knowledge managementFine-Grained Knowledge Sharing in Collaborative Environments.Guan, Z.,+, TKDE Aug. 2015 2163-2174

L

LabelingDiversified Hidden Markov Models for Sequential Labeling. Qiao, M., +,TKDE Nov. 2015 2947-2960

Land coverFocal-Test-Based Spatial Decision Tree Learning. Jiang, Z., +, TKDE June2015 1547-1559

Laplace equationsOnline Feature Selection with Group Structure Analysis.Wang, J., +, TKDENov. 2015 3029-3041

LayoutHM: A Column-Oriented MapReduce System on Hybrid Storage.Wu, S., +,TKDE Dec. 2015 3304-3317

Learning (artificial intelligence)A Reconstruction Error Based Framework for Multi-Label and Multi-ViewLearning. Qian, B., +, TKDE March 2015 594-607A Set of Complexity Measures Designed for Applying Meta-Learning toInstance Selection. Leyva, E., +, TKDE Feb. 2015 354-367A Similarity-Based Learning Algorithm Using Distance Transformation.Hu, Y., +, TKDE June 2015 1452-1464A Unified Feature Selection Framework for Graph Embedding on High Di-mensional Data. Chen, M., +, TKDE June 2015 1465-1477A Unifying Framework of Mining Trajectory Patterns of Various TemporalTightness. Lee, J., +, TKDE June 2015 1478-1490Active Learning for Ranking through Expected Loss Optimization. Long,B., +, TKDE May 2015 1180-1191Active Learning through Adaptive Heterogeneous Ensembling. Lu, Z., +,TKDE Feb. 2015 368-381Boosting Response Aware Model-Based Collaborative Filtering. Yang, H.,+, TKDE Aug. 2015 2064-2077Breaking the Barrier to Transferring Link Information across Networks. Qi,G., +, TKDE July 2015 1741-1753Bridging the Vocabulary Gap between Health Seekers and HealthcareKnowledge. Nie, L., +, TKDE Feb. 2015 396-409Cluster-Based Boosting. Miller, L.D., +, TKDE June 2015 1491-1504Co-Extracting Opinion Targets and Opinion Words from Online ReviewsBased on the Word Alignment Model. Liu, K., +, TKDE March 2015636-650Confidence Interval for F Measure of Algorithm Performance Based onBlocked 3 X 2 Cross-Validation. Wang, Y., +, TKDE March 2015 651-659Cross-Language Learning from Bots and Users to Detect Vandalism onWikipedia. Tran, K., +, TKDE March 2015 673-685Disease Inference fromHealth-RelatedQuestions via Sparse Deep Learning.Nie, L., +, TKDE Aug. 2015 2107-2119Domain Invariant Transfer Kernel Learning. Long, M., +, TKDE June 20151519-1532Dual Sentiment Analysis: Considering Two Sides of One Review. Xia, R.,+, TKDE Aug. 2015 2120-2133E-Tree: An Efficient Indexing Structure for Ensemble Models on DataStreams. Zhang, P., +, TKDE Feb. 2015 461-474Effective Classification Using a Small Training Set Based on Discretizationand Statistical Analysis. Bruni, R., +, TKDE Sept. 2015 2349-2361Fusing Monotonic Decision Trees. Qian, Y., +, TKDE Oct. 2015 2717-2728Graph Based Constrained Semi-Supervised Learning Framework via LabelPropagation over Adaptive Neighborhood. Zhang, Z., +, TKDE Sept. 20152362-2376Graph-Based Approaches for Over-Sampling in the Context of Ordinal Re-gression. Perez-Ortiz, M., +, TKDE May 2015 1233-1245Graph-Based Learning via Auto-Grouped Sparse Regularization and Ker-nelized Extension. Fang, Y., +, TKDE Jan. 2015 142-154

Imbalanced Multiple Noisy Labeling. Zhang, J., +, TKDE Feb. 2015489-503Indexing Earth Mover’s Distance over Network Metrics.Wang, T., +, TKDEJune 2015 1588-1601Joint Structural Learning to Rank with Deep Linear Feature Learning. Zhao,X., +, TKDE Oct. 2015 2756-2769Learning Balanced and Unbalanced Graphs via Low-Rank Coding. Li, S., +,TKDE May 2015 1274-1287NonlinearMetric Learning with Kernel Density Estimation.He, Y., +, TKDEJune 2015 1602-1614Online and Non-Parametric Drift Detection Methods Based on Hoeffding’sBounds. Frias-Blanco, I., +, TKDE March 2015 810-823PPSGen: Learning-Based Presentation Slides Generation for Academic Pa-pers. Hu, Y., +, TKDE April 2015 1085-1097RACOG and wRACOG: Two Probabilistic Oversampling Techniques. Das,B., +, TKDE Jan. 2015 222-234Resampling-Based Ensemble Methods for Online Class ImbalanceLearning. Wang, S., +, TKDE May 2015 1356-1368Sparsity Learning Formulations for Mining Time-Varying Data. Li, R., +,TKDE May 2015 1411-1423Structured Learning from Heterogeneous Behavior for Social IdentityLinkage. Liu, S., +, TKDE July 2015 2005-2019TASC:Topic-Adaptive Sentiment Classification on Dynamic Tweets. Liu, S.,+, TKDE June 2015 1696-1709TrGraph: Cross-Network Transfer Learning via Common Signature Sub-graphs. Fang, M., +, TKDE Sept. 2015 2536-2549Visual Classification by -HypergraphModeling.Wang, M., +, TKDE Sept.2015 2564-2574

Learning systemsActive Learning from Relative Comparisons. Xiong, S., +, TKDE Dec. 20153166-3175

Least mean squares methodsAccelerated Continuous Conditional Random Fields For Load Forecasting.Guo, H., TKDE Aug. 2015 2023-2033

Least squares approximationsA Unified Feature Selection Framework for Graph Embedding on High Di-mensional Data. Chen, M., +, TKDE June 2015 1465-1477

Linear programmingAUnified Framework for Epidemic Prediction based on Poisson Regression.Zhang, Y., +, TKDE Nov. 2015 2878-2892Co-ClusterD: A Distributed Framework for Data Co-Clustering with Se-quential Updates. Cheng, X., +, TKDE Dec. 2015 3231-3244CogBoost: Boosting for Fast Cost-Sensitive Graph Classification. Pan, S.,+, TKDE Nov. 2015 2933-2946Efficient Similarity Join Based on Earth Mover’s Distance Using MapRe-duce. Xu, J., +, TKDE Aug. 2015 2148-2162Multi-View Concept Learning for Data Representation. Guan, Z., +, TKDENov. 2015 3016-3028Online Feature Selection with Group Structure Analysis.Wang, J., +, TKDENov. 2015 3029-3041PPSGen: Learning-Based Presentation Slides Generation for Academic Pa-pers. Hu, Y., +, TKDE April 2015 1085-1097Review Selection Using Micro-Reviews. Nguyen, T., +, TKDE April 20151098-1111Tracking Temporal Community Strength in Dynamic Networks. Du, N., +,TKDE Nov. 2015 3125-3137Unsupervised Feature Selection with Controlled Redundancy (UFeSCoR).Banerjee, M., +, TKDE Dec. 2015 3390-3403

Load forecastingAccelerated Continuous Conditional Random Fields For Load Forecasting.Guo, H., TKDE Aug. 2015 2023-2033

Logic gatesUnsupervised Feature Selection with Controlled Redundancy (UFeSCoR).Banerjee, M., +, TKDE Dec. 2015 3390-3403

LogisticsModeling the Probability of a Strikeout for a Batter/Pitcher Matchup.Healey, G., TKDE Sept. 2015 2415-2423

M

Machine learningRankRC: Large-Scale Nonlinear Rare Class Ranking. Tayal, A., +, TKDEDec. 2015 3347-3359



Machine learning algorithmsA Cooperative Coevolution Framework for Parallel Learning to Rank.Wang, S., +, TKDE Dec. 2015 3152-3165

Marketing data processingA Query Approach for Influence Maximization on Specific Users in SocialNetworks. Lee, J., +, TKDE Feb. 2015 340-353

Markov processesMax-Margin Discriminant Projection via Data Augmentation. Chen, B., +,TKDE July 2015 1964-1976RACOG and wRACOG: Two Probabilistic Oversampling Techniques. Das,B., +, TKDE Jan. 2015 222-234

Mathematical modelA Family of Rank Similarity Measures Based on Maximized EffectivenessDifference. Tan, L., +, TKDE Nov. 2015 2865-2877Evaluation of Multiclass Novelty Detection Algorithms for Data Streams.de Faria, E.R., +, TKDE Nov. 2015 2961-2973Finding Top k Most Influential Spatial Facilities over Uncertain Objects.Zhan, L., +, TKDE Dec. 2015 3289-3303

Mathematics computingPAGE: A Partition Aware Engine for Parallel Graph Computation. Shao, Y.,+, TKDE Feb. 2015 518-530

Matrix algebraA Parallel Matrix-Based Method for Computing Approximations in Incom-plete Information Systems. Zhang, J., +, TKDE Feb. 2015 326-339Accelerated Continuous Conditional Random Fields For Load Forecasting.Guo, H., TKDE Aug. 2015 2023-2033Confidence Interval for F Measure of Algorithm Performance Based onBlocked 3 X 2 Cross-Validation. Wang, Y., +, TKDE March 2015 651-659Expert Finding for Question Answering via Graph RegularizedMatrix Com-pletion. Zhao, Z., +, TKDE April 2015 993-1004Fast All-Pairs SimRank Assessment on Large Graphs and Bipartite Do-mains. Yu, W., +, TKDE July 2015 1810-1823NonlinearMetric Learning with Kernel Density Estimation.He, Y., +, TKDEJune 2015 1602-1614Sparsity Learning Formulations for Mining Time-Varying Data. Li, R., +,TKDE May 2015 1411-1423

Matrix decompositionBoosting Response Aware Model-Based Collaborative Filtering. Yang, H.,+, TKDE Aug. 2015 2064-2077Joint Structural Learning to Rank with Deep Linear Feature Learning. Zhao,X., +, TKDE Oct. 2015 2756-2769Non-Negative Matrix Factorization with Auxiliary Information on Overlap-ping Groups. Shiga, M., +, TKDE June 2015 1615-1628VEGAS: Visual influEnce GrAph Summarization on Citation Networks.Shi, L., +, TKDE Dec. 2015 3417-3431

MeasurementActive Learning from Relative Comparisons. Xiong, S., +, TKDE Dec. 20153166-3175

Measurement uncertaintyEvaluation of Multiclass Novelty Detection Algorithms for Data Streams.de Faria, E.R., +, TKDE Nov. 2015 2961-2973Unsupervised Feature Selection with Controlled Redundancy (UFeSCoR).Banerjee, M., +, TKDE Dec. 2015 3390-3403

Medical computingBridging the Vocabulary Gap between Health Seekers and HealthcareKnowledge. Nie, L., +, TKDE Feb. 2015 396-409

Medical information systemsDisease Inference fromHealth-RelatedQuestions via Sparse Deep Learning.Nie, L., +, TKDE Aug. 2015 2107-2119

MeetingsGuest editorial: Special section on the international conference on data en-gineering. Jensen, C.S., +, TKDE July 2015 1739-1740

Memory architectureNUMA-Aware Scalable and Efficient In-Memory Aggregation on Large Do-mains. Wang, L., +, TKDE April 2015 1071-1084

MergingAdaptive Anomaly Detection with Kernel Eigenspace Splitting andMerging. OReilly, C., +, TKDE Jan. 2015 3-16Query Analytics over Probabilistic Databases with Unmerged Duplicates.Ioannou, E., +, TKDE Aug. 2015 2245-2260t-Closeness throughMicroaggregation: Strict Privacy with Enhanced UtilityPreservation. Soria-Comas, J., +, TKDE Nov. 2015 3098-3110

Message passingEfficient Parallel Processing of Distance Join Queries Over DistributedGraphs. Zhang, X., +, TKDE March 2015 740-754Safe Distribution and Parallel Execution of Data-Centric Workflows overthe Publish/Subscribe Abstraction. Sadoghi, M., +, TKDE Oct. 2015 2824-2838

Meta dataPrivacy Policy Inference of User-Uploaded Images on Content SharingSites. Squicciarini, A.C., +, TKDE Jan. 2015 193-206

MiddlewareEfficient Filtering Algorithms for Location-Aware Publish/Subscribe. Yu,M., +, TKDE April 2015 950-963Safe Distribution and Parallel Execution of Data-Centric Workflows overthe Publish/Subscribe Abstraction. Sadoghi, M., +, TKDE Oct. 2015 2824-2838

MinimizationCo-ClusterD: A Distributed Framework for Data Co-Clustering with Se-quential Updates. Cheng, X., +, TKDE Dec. 2015 3231-3244Feature Selection via Global RedundancyMinimization.Wang, D., +, TKDEOct. 2015 2743-2755Learning Balanced and Unbalanced Graphs via Low-Rank Coding. Li, S., +,TKDE May 2015 1274-1287

Mobile computingA General Geographical Probabilistic Factor Model for Point of InterestRecommendation. Liu, B., +, TKDE May 2015 1167-1179An Air Index for Spatial Query Processing in Road Networks. Sun, W., +,TKDE Feb. 2015 382-395APP Relationship Calculation: An Iterative Process. Liu, M., +, TKDE Aug.2015 2049-2063Backward Path Growth for Efficient Mobile Sequential Recommendation.Huang, J., +, TKDE Jan. 2015 46-60Discovery of Ranking Fraud for Mobile Apps. Zhu, H., +, TKDE Jan. 201574-87Efficient Filtering Algorithms for Location-Aware Publish/Subscribe. Yu,M., +, TKDE April 2015 950-963G-Tree: An Efficient and Scalable Index for Spatial Search on Road Net-works. Zhong, R., +, TKDE Aug. 2015 2175-2189LINQ: A Framework for Location-Aware Indexing and Query Processing.Liu, X., +, TKDE May 2015 1288-1300Real-Time City-Scale Taxi Ridesharing. Ma, S., +, TKDE July 2015 1782-1795Route-Saver: Leveraging Route APIs for Accurate and Efficient Query Pro-cessing at Location-Based Services. Li, Y., +, TKDE Jan. 2015 235-249

Mobile radioA General Geographical Probabilistic Factor Model for Point of InterestRecommendation. Liu, B., +, TKDE May 2015 1167-1179

Mobile radio mobility managementReverse Keyword Search for Spatio-Textual Top-k Queries in Location-Based Services. Lin, X., +, TKDE Nov. 2015 3056-3069

Mobile robotsNon-Myopic Adaptive Route Planning in Uncertain Congestion Environ-ments. Liu, S., +, TKDE Sept. 2015 2438-2451

MonitoringDeadline Assignment and Feedback Control for Differentiated Real-TimeData Services. Zhou, Y., +, TKDE Dec. 2015 3245-3257Indexing Evolving Events from Tweet Streams.Cai, H., +, TKDE Nov. 20153001-3015

Monte Carlo methodsAnEffectiveGPU-BasedApproach to Probabilistic Query Confidence Com-putation. Serra, E., +, TKDE Jan. 2015 17-31Max-Margin Discriminant Projection via Data Augmentation. Chen, B., +,TKDE July 2015 1964-1976On the Upper Bounds of Spread for Greedy Algorithms in Social NetworkInfluence Maximization. Zhou, C., +, TKDE Oct. 2015 2770-2783RACOG and wRACOG: Two Probabilistic Oversampling Techniques. Das,B., +, TKDE Jan. 2015 222-234

Motion picturesSocial Recommendation with Cross-Domain Transferable Knowledge.Jiang, M., +, TKDE Nov. 2015 3084-3097

Multi-threadingMain-Memory Hash Joins on Modern Processor Architectures. Balkesen,C., +, TKDE July 2015 1754-1766



Multimedia computingJoint Structural Learning to Rank with Deep Linear Feature Learning. Zhao,X., +, TKDE Oct. 2015 2756-2769

Multimedia databasesEffective and Efficient Algorithms for Flexible Aggregate Similarity Searchin High Dimensional Spaces. Houle, M.E., +, TKDE Dec. 2015 3258-3273

Multiprocessing systemsMain-Memory Hash Joins on Modern Processor Architectures. Balkesen,C., +, TKDE July 2015 1754-1766

N

NAND circuitsPB -Tree: PCM-Aware B -Tree. Choi, G.S., +, TKDE Sept. 2015 2466-2479

Natural language processingProbabilisticWord Selection via Topic Modeling. Zhuang, Y., +, TKDE June2015 1643-1655Tweet Segmentation and Its Application to Named Entity Recognition. Li,C., +, TKDE Feb. 2015 558-570

Natural sciences computingAre Data Sets Like Documents?: Evaluating Similarity-Based RankedSearch over Scientific Data. Megler, V.M., +, TKDE Jan. 2015 32-45

Network theory (graphs)Breaking the Barrier to Transferring Link Information across Networks. Qi,G., +, TKDE July 2015 1741-1753Discovery of Path Nearby Clusters in Spatial Networks. Shang, S., +, TKDEJune 2015 1505-1518

Network topologyUnsupervised Feature Selection with Controlled Redundancy (UFeSCoR).Banerjee, M., +, TKDE Dec. 2015 3390-3403

NoiseTrajic: An Effective Compression System for Trajectory Data. Nibali, A., +,TKDE Nov. 2015 3138-3151

Noise measurementAdaptive Noise Immune Cluster Ensemble Using Affinity Propagation. Yu,Z., +, TKDE Dec. 2015 3176-3189

Nonvolatile memoryPCMLogging: Optimizing Transaction Logging and Recovery Performancewith PCM. Gao, S., +, TKDE Dec. 2015 3332-3346

Normal distributionSAX Discretization Does Not Guarantee Equiprobable Symbols. Butler, M.,+, TKDE April 2015 1162-1166

Numerical modelsUnsupervised Ranking of Multi-Attribute Objects Based on PrincipalCurves. Li, C., +, TKDE Dec. 2015 3404-3416

O

Online servicesDeadline Assignment and Feedback Control for Differentiated Real-TimeData Services. Zhou, Y., +, TKDE Dec. 2015 3245-3257

Ontologies (artificial intelligence)Composing Data Services with Uncertain Semantics. Malki, A., +, TKDEApril 2015 936-949

Optical character recognition softwareDiversified Hidden Markov Models for Sequential Labeling. Qiao, M., +,TKDE Nov. 2015 2947-2960

Optical wavelength conversionSample Weighting: An Inherent Approach for Outlier Suppressing Discrim-inant Analysis. Ren, C., +, TKDE Nov. 2015 3070-3083

OptimizationA Family of Rank Similarity Measures Based on Maximized EffectivenessDifference. Tan, L., +, TKDE Nov. 2015 2865-2877Active Learning for Ranking through Expected Loss Optimization. Long,B., +, TKDE May 2015 1180-1191Bayes-Optimal Hierarchical Multilabel Classification. Bi, W., +, TKDE Nov.2015 2907-2918Citation Networks and the Emergence of Knowledge Core. Zhang, Y., +,TKDE Dec. 2015 3203-3216Discovery of Ranking Fraud for Mobile Apps. Zhu, H., +, TKDE Jan. 201574-87

Efficient Parallel Processing of Distance Join Queries Over DistributedGraphs. Zhang, X., +, TKDE March 2015 740-754Expert Finding for Question Answering via Graph RegularizedMatrix Com-pletion. Zhao, Z., +, TKDE April 2015 993-1004FOCS: Fast Overlapped Community Search. Bandyopadhyay, S., +, TKDENov. 2015 2974-2985Maximizing a Record’s Standing in a Relation. Cai, Y., +, TKDE Sept. 20152401-2414NonlinearMetric Learning with Kernel Density Estimation.He, Y., +, TKDEJune 2015 1602-1614NUMA-Aware Scalable and Efficient In-Memory Aggregation on Large Do-mains. Wang, L., +, TKDE April 2015 1071-1084Principled Graph Matching Algorithms for Integrating Multiple DataSources. Zhang, D., +, TKDE Oct. 2015 2784-2796Privacy-Preserving Multi-Keyword Search in Information Networks. Tang,Y., +, TKDE Sept. 2015 2424-2437Sparsity Learning Formulations for Mining Time-Varying Data. Li, R., +,TKDE May 2015 1411-1423Tracking Temporal Community Strength in Dynamic Networks. Du, N., +,TKDE Nov. 2015 3125-3137

Optimization methodsMulti-View Concept Learning for Data Representation. Guan, Z., +, TKDENov. 2015 3016-3028

Outsourcingk-Nearest Neighbor Classification over Semantically Secure Encrypted Re-lational Data. Samanthula, B.K., +, TKDE May 2015 1261-1273Authenticated Subgraph Similarity Searchin Outsourced Graph Databases.Peng, Y., +, TKDE July 2015 1838-1860CloudKeyBank: Privacy and Owner Authorization Enforced Key Manage-ment Framework. Tian, X., +, TKDE Dec. 2015 3217-3230Multicategory Crowdsourcing Accounting for Variable Task Difficulty,Worker Skill, and Worker Intention. Kurve, A., +, TKDE March 2015794-809

Overlay networksBeyond Millisecond Latency kNN Search on Commodity Machine. Liao,B., +, TKDE Oct. 2015 2618-2631

P

Pairwise error probabilityTensor Canonical Correlation Analysis for Multi-View Dimension Reduc-tion. Luo, Y., +, TKDE Nov. 2015 3111-3124

Parallel algorithmsDSP-CC-: I/O Efficient Parallel Computation of Connected Components inBillion-Scale Networks. Kim, M., +, TKDE Oct. 2015 2658-2671

Parallel processingAnEffectiveGPU-BasedApproach to Probabilistic Query Confidence Com-putation. Serra, E., +, TKDE Jan. 2015 17-31An Iterative MapReduce Based Frequent Subgraph Mining Algorithm.Bhuiyan, M.A., +, TKDE March 2015 608-620Efficient Similarity Join Based on Earth Mover’s Distance Using MapRe-duce. Xu, J., +, TKDE Aug. 2015 2148-2162Joint Structural Learning to Rank with Deep Linear Feature Learning. Zhao,X., +, TKDE Oct. 2015 2756-2769Multi-Core Processing of XML Twig Patterns. Shnaiderman, L., +, TKDEApril 2015 1057-1070NUMA-Aware Scalable and Efficient In-Memory Aggregation on Large Do-mains. Wang, L., +, TKDE April 2015 1071-1084PAGE: A Partition Aware Engine for Parallel Graph Computation. Shao, Y.,+, TKDE Feb. 2015 518-530PAXQuery: Efficient Parallel Processing of Complex XQuery. Camacho-Rodriguez, J., +, TKDE July 2015 1977-1991Safe Distribution and Parallel Execution of Data-Centric Workflows overthe Publish/Subscribe Abstraction. Sadoghi, M., +, TKDE Oct. 2015 2824-2838Scalable Online Betweenness Centrality in Evolving Graphs. Kourtellis, N.,+, TKDE Sept. 2015 2494-2506

Parallel programmingEfficient Parallel Processing of Distance Join Queries Over DistributedGraphs. Zhang, X., +, TKDE March 2015 740-754

Partitioning algorithmsAdaptive Noise Immune Cluster Ensemble Using Affinity Propagation. Yu,Z., +, TKDE Dec. 2015 3176-3189



Capacity-Constrained Network-Voronoi Diagram. Yang, K., +, TKDE Nov.2015 2919-2932

Path planningNon-Myopic Adaptive Route Planning in Uncertain Congestion Environ-ments. Liu, S., +, TKDE Sept. 2015 2438-2451

Patient diagnosisExtending Association Rule Summarization Techniques to Assess Risk ofDiabetes Mellitus. Simon, G.J., +, TKDE Jan. 2015 130-141

Pattern classificationk-Nearest Neighbor Classification over Semantically Secure Encrypted Re-lational Data. Samanthula, B.K., +, TKDE May 2015 1261-1273A Comment on “A Similarity Measure for Text Classification and Clus-tering”. Kumar Nagwani, N., TKDE Sept. 2015 2589-2590A New Dynamic Rule Activation Method for Extended Belief Rule-BasedSystems. Calzada, A., +, TKDE April 2015 880-894APractical and Effective Sampling Selection Strategy for Large Scale Dedu-plication. Bianco, G.D., +, TKDE Sept. 2015 2305-2319A Set of Complexity Measures Designed for Applying Meta-Learning toInstance Selection. Leyva, E., +, TKDE Feb. 2015 354-367A Similarity-Based Learning Algorithm Using Distance Transformation.Hu, Y., +, TKDE June 2015 1452-1464Active Learning through Adaptive Heterogeneous Ensembling. Lu, Z., +,TKDE Feb. 2015 368-381Adaptive Anomaly Detection with Kernel Eigenspace Splitting andMerging. OReilly, C., +, TKDE Jan. 2015 3-16Dual Sentiment Analysis: Considering Two Sides of One Review. Xia, R.,+, TKDE Aug. 2015 2120-2133E-Tree: An Efficient Indexing Structure for Ensemble Models on DataStreams. Zhang, P., +, TKDE Feb. 2015 461-474Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Net-works. Gao, Y., +, TKDE May 2015 1205-1218Emphasizing Minority Class in LDA for Feature Subset Selection on High-Dimensional Small-Sized Problems. Yang, F., +, TKDE Jan. 2015 88-101Focal-Test-Based Spatial Decision Tree Learning. Jiang, Z., +, TKDE June2015 1547-1559Fusing Monotonic Decision Trees. Qian, Y., +, TKDE Oct. 2015 2717-2728Graph-Based Approaches for Over-Sampling in the Context of Ordinal Re-gression. Perez-Ortiz, M., +, TKDE May 2015 1233-1245Indexing Earth Mover’s Distance over Network Metrics.Wang, T., +, TKDEJune 2015 1588-1601ISC: An Iterative Social Based Classifier for Adult Account Detection onTwitter. Cheng, H., +, TKDE April 2015 1045-1056Max-Margin Discriminant Projection via Data Augmentation. Chen, B., +,TKDE July 2015 1964-1976NonlinearMetric Learning with Kernel Density Estimation.He, Y., +, TKDEJune 2015 1602-1614Online and Non-Parametric Drift Detection Methods Based on Hoeffding’sBounds. Frias-Blanco, I., +, TKDE March 2015 810-823Polarity Consistency Checking for Domain Independent Sentiment Dictio-naries. Dragut, E.C., +, TKDE March 2015 838-851ProbabilisticWord Selection via Topic Modeling. Zhuang, Y., +, TKDE June2015 1643-1655PruDent: A Pruned and Confident Stacking Approach for Multi-Label Clas-sification. Alali, A., +, TKDE Sept. 2015 2480-2493RACOG and wRACOG: Two Probabilistic Oversampling Techniques. Das,B., +, TKDE Jan. 2015 222-234Relevance Feature Discovery for Text Mining. Li, Y., +, TKDE June 20151656-1669Reverse Nearest Neighbors in Unsupervised Distance-Based Outlier Detec-tion. Radovanovic, M., +, TKDE May 2015 1369-1382Scalable Classification of Repetitive Time Series Through Frequencies ofLocal Polynomials. Grabocka, J., +, TKDE June 2015 1683-1695TASC:Topic-Adaptive Sentiment Classification on Dynamic Tweets. Liu, S.,+, TKDE June 2015 1696-1709Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles. Bagnall, A., +, TKDE Sept. 2015 2522-2535Visual Classification by -HypergraphModeling.Wang, M., +, TKDE Sept.2015 2564-2574

Pattern clusteringA Comment on “A Similarity Measure for Text Classification and Clus-tering”. Kumar Nagwani, N., TKDE Sept. 2015 2589-2590A Large Probabilistic Semantic Network Based Approach to Compute TermSimilarity. Li, P., +, TKDE Oct. 2015 2604-2617

A Unifying Framework of Mining Trajectory Patterns of Various TemporalTightness. Lee, J., +, TKDE June 2015 1478-1490Cluster-Based Boosting. Miller, L.D., +, TKDE June 2015 1491-1504Discovering Data Set Nature through Algorithmic Clustering Based onString Compression. Granados, A., +, TKDE March 2015 699-711Discovering Urban Functional Zones Using Latent Activity Trajectories.Yuan, N.J., +, TKDE March 2015 712-725Discovery of Path Nearby Clusters in Spatial Networks. Shang, S., +, TKDEJune 2015 1505-1518Evolutionary Bayesian Rose Trees. Liu, S., +, TKDE June 2015 1533-1546Fast All-Pairs SimRank Assessment on Large Graphs and Bipartite Do-mains. Yu, W., +, TKDE July 2015 1810-1823GDCluster: A General Decentralized Clustering Algorithm. Mashayekhi,H., +, TKDE July 2015 1892-1905Improving Accuracy and Robustness of Self-Tuning Histograms by Sub-space Clustering. Khachatryan, A., +, TKDE Sept. 2015 2377-2389K-Means-Based Consensus Clustering: A Unified View. Wu, J., +, TKDEJan. 2015 155-169Learning Balanced and Unbalanced Graphs via Low-Rank Coding. Li, S., +,TKDE May 2015 1274-1287Optimized Cartesian K-Means. Wang, J., +, TKDE Jan. 2015 180-192Robust Model-Based Learning via Spatial-EM Algorithm. Yu, K., +, TKDEJune 2015 1670-1682Scalable Constrained Spectral Clustering. Li, J., +, TKDE Feb. 2015589-593SociaLite: An Efficient Graph Query Language Based on Datalog. Seo, J.,+, TKDE July 2015 1824-1837Sparsity Learning Formulations for Mining Time-Varying Data. Li, R., +,TKDE May 2015 1411-1423Voronoi Cell-Based Clustering Using a Kernel Support. Kim, K., +, TKDEApril 2015 1146-1156

Pattern matchingAn LSH-Based Blocking Approach with a Homomorphic Matching Tech-nique for Privacy-Preserving Record Linkage. Karapiperis, D., +, TKDEApril 2015 909-921Extending Conditional Dependencies with Built-in Predicates. Ma, S., +,TKDE Dec. 2015 3274-3288Principled Graph Matching Algorithms for Integrating Multiple DataSources. Zhang, D., +, TKDE Oct. 2015 2784-2796SERIMI: Class-Based Matching for Instance Matching Across Heteroge-neous Datasets. Araujo, S., +, TKDE May 2015 1397-1440Subgraph Matching with Set Similarity in a Large Graph Database. Hong,L., +, TKDE Sept. 2015 2507-2521

Pattern recognitionMining Temporal Patterns in Time Interval-Based Data. Chen, Y., +, TKDEDec. 2015 3318-3331Pattern-Aided Regression Modeling and Prediction Model Analysis. Dong,G., +, TKDE Sept. 2015 2452-2465

Peer-to-peer computingReputation Aggregation in Peer-to-Peer Network Using Differential GossipAlgorithm. Gupta, R., +, TKDE Oct. 2015 2812-2823

Performance evaluationNon-Negative Matrix Factorization with Auxiliary Information on Overlap-ping Groups. Shiga, M., +, TKDE June 2015 1615-1628

Phase change materialsPCMLogging: Optimizing Transaction Logging and Recovery Performancewith PCM. Gao, S., +, TKDE Dec. 2015 3332-3346

Phase change memoriesPB -Tree: PCM-Aware B -Tree. Choi, G.S., +, TKDE Sept. 2015 2466-2479

Phase frequency detectorExtending Conditional Dependencies with Built-in Predicates. Ma, S., +,TKDE Dec. 2015 3274-3288

PolynomialsAnEffectiveGPU-BasedApproach to Probabilistic Query Confidence Com-putation. Serra, E., +, TKDE Jan. 2015 17-31Scalable Classification of Repetitive Time Series Through Frequencies ofLocal Polynomials. Grabocka, J., +, TKDE June 2015 1683-1695

Power aware computingApplication Sensitive EnergyManagement Framework for Storage Systems.Nishikawa, N., +, TKDE Sept. 2015 2335-2348

Power system simulationHolistic Measures for Evaluating Prediction Models in Smart Grids. Aman,S., +, TKDE Feb. 2015 475-488



Prediction algorithmsBayes-Optimal Hierarchical Multilabel Classification. Bi, W., +, TKDE Nov.2015 2907-2918Trajic: An Effective Compression System for Trajectory Data. Nibali, A., +,TKDE Nov. 2015 3138-3151

Predictive modelsTriadic Closure Pattern Analysis and Prediction in Social Networks.Huang,H., +, TKDE Dec. 2015 3374-3389

Principal component analysisAdaptive Anomaly Detection with Kernel Eigenspace Splitting andMerging. OReilly, C., +, TKDE Jan. 2015 3-16Unsupervised Ranking of Multi-Attribute Objects Based on PrincipalCurves. Li, C., +, TKDE Dec. 2015 3404-3416

PrivacyCloudKeyBank: Privacy and Owner Authorization Enforced Key Manage-ment Framework. Tian, X., +, TKDE Dec. 2015 3217-3230Privacy-Preserving Indoor Localization on Smartphones.Konstantinidis, A.,+, TKDE Nov. 2015 3042-3055t-Closeness throughMicroaggregation: Strict Privacy with Enhanced UtilityPreservation. Soria-Comas, J., +, TKDE Nov. 2015 3098-3110

Probabilistic logicMining Temporal Patterns in Time Interval-Based Data. Chen, Y., +, TKDEDec. 2015 3318-3331Triadic Closure Pattern Analysis and Prediction in Social Networks.Huang,H., +, TKDE Dec. 2015 3374-3389

ProbabilityA General Geographical Probabilistic Factor Model for Point of InterestRecommendation. Liu, B., +, TKDE May 2015 1167-1179A Large Probabilistic Semantic Network Based Approach to Compute TermSimilarity. Li, P., +, TKDE Oct. 2015 2604-2617AnEffectiveGPU-BasedApproach to Probabilistic Query Confidence Com-putation. Serra, E., +, TKDE Jan. 2015 17-31Co-Extracting Opinion Targets and Opinion Words from Online ReviewsBased on the Word Alignment Model. Liu, K., +, TKDE March 2015636-650Data Acquisition for Probabilistic Nearest-Neighbor Query. Lin, Y.-C., +,TKDE Feb. 2015 410-427Diversified Hidden Markov Models for Sequential Labeling. Qiao, M., +,TKDE Nov. 2015 2947-2960ePeriodicity: Mining Event Periodicity from Incomplete Observations. Li,Z., +, TKDE May 2015 1219-1232Modeling the Probability of a Strikeout for a Batter/Pitcher Matchup.Healey, G., TKDE Sept. 2015 2415-2423NonlinearMetric Learning with Kernel Density Estimation.He, Y., +, TKDEJune 2015 1602-1614Parsimonious Topic Models with Salient Word Discovery. Soleimani, H., +,TKDE March 2015 824-837Probabilistic Convex Hull Queries over Uncertain Data. Yan, D., +, TKDEMarch 2015 852-865Probabilistic Range Query over Uncertain Moving Objects in ConstrainedTwo-Dimensional Space. Wang, Z., +, TKDE March 2015 866-879Query Analytics over Probabilistic Databases with Unmerged Duplicates.Ioannou, E., +, TKDE Aug. 2015 2245-2260

Program compilersCrowdOp: Query Optimization for Declarative Crowdsourcing Systems.Fan, J., +, TKDE Aug. 2015 2078-2092Translating Relational Queries into Spreadsheets. Sroka, J., +, TKDE Aug.2015 2291-2303

Program debuggingTowards Effective Bug Triage with Software Data Reduction Techniques.Xuan, J., +, TKDE Jan. 2015 264-280

Program diagnosticsProgram Transformations for Asynchronous and Batched Query Submis-sion. Ramachandra, K., +, TKDE Feb. 2015 531-544

Program interpretersTranslating Relational Queries into Spreadsheets. Sroka, J., +, TKDE Aug.2015 2291-2303

PrototypesCo-ClusterD: A Distributed Framework for Data Co-Clustering with Se-quential Updates. Cheng, X., +, TKDE Dec. 2015 3231-3244

Public key cryptographyCloudKeyBank: Privacy and Owner Authorization Enforced Key Manage-ment Framework. Tian, X., +, TKDE Dec. 2015 3217-3230

Q

Quadratic programmingA Unified Feature Selection Framework for Graph Embedding on High Di-mensional Data. Chen, M., +, TKDE June 2015 1465-1477

Quality of serviceStructure-Preserving Subgraph Query Services. Fan, Z., +, TKDE Aug. 20152275-2290

Query formulationPrivacy-Preserving Multi-Keyword Search in Information Networks. Tang,Y., +, TKDE Sept. 2015 2424-2437

Query languagesMulti-Core Processing of XML Twig Patterns. Shnaiderman, L., +, TKDEApril 2015 1057-1070The Composite Data Model: A Unified Approach for Combining andQuerying Multiple Data Models. Pourabbas, E., +, TKDE May 20151424-1437Translating Relational Queries into Spreadsheets. Sroka, J., +, TKDE Aug.2015 2291-2303

Query processingA Hierarchical Tensor-Based Approach to Compressing, Updating andQuerying Geospatial Data. Yuan, L., +, TKDE Feb. 2015 312-325A Query Approach for Influence Maximization on Specific Users in SocialNetworks. Lee, J., +, TKDE Feb. 2015 340-353Active Learning for Ranking through Expected Loss Optimization. Long,B., +, TKDE May 2015 1180-1191An Air Index for Spatial Query Processing in Road Networks. Sun, W., +,TKDE Feb. 2015 382-395AnEffectiveGPU-BasedApproach to Probabilistic Query Confidence Com-putation. Serra, E., +, TKDE Jan. 2015 17-31Authenticated Subgraph Similarity Searchin Outsourced Graph Databases.Peng, Y., +, TKDE July 2015 1838-1860Authentication ofMoving Top-k Spatial Keyword Queries.Wu, D., +, TKDEApril 2015 922-935Automatic Taxonomy Construction from Keywords via Scalable BayesianRose Trees. Song, Y., +, TKDE July 2015 1861-1874Best Keyword Cover Search. Deng, K., +, TKDE Jan. 2015 61-73Beyond Millisecond Latency kNN Search on Commodity Machine. Liao,B., +, TKDE Oct. 2015 2618-2631Composing Data Services with Uncertain Semantics. Malki, A., +, TKDEApril 2015 936-949Context-Based Diversification for Keyword Queries Over XML Data. Li, J.,+, TKDE March 2015 660-672CrowdOp: Query Optimization for Declarative Crowdsourcing Systems.Fan, J., +, TKDE Aug. 2015 2078-2092Crowdsourcing Enumeration Queries: Estimators and Interfaces.Trushkowsky, B., +, TKDE July 2015 1796-1809Customizable Point-of-Interest Queries in Road Networks. Delling, D., +,TKDE March 2015 686-698Data Acquisition for Probabilistic Nearest-Neighbor Query. Lin, Y.-C., +,TKDE Feb. 2015 410-427Discovery of Path Nearby Clusters in Spatial Networks. Shang, S., +, TKDEJune 2015 1505-1518Distance-Aware Join for IndoorMovingObjects.Xie, X.,+,TKDEFeb. 2015428-442Efficient Answering of Why-Not Questions in Similar Graph Matching.Islam, M.S., +, TKDE Oct. 2015 2672-2686Efficient Graph Similarity Search Over Large Graph Databases. Zheng, W.,+, TKDE April 2015 964-978Efficient Notification of Meeting Points for Moving Groups via IndependentSafe Regions. Li, J., +, TKDE July 2015 1767-1781Efficient Parallel Processing of Distance Join Queries Over DistributedGraphs. Zhang, X., +, TKDE March 2015 740-754Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Net-works. Gao, Y., +, TKDE May 2015 1205-1218Efficient Top-k Retrieval on Massive Data. Han, X., +, TKDE Oct. 20152687-2699Enforcement of Autonomous Authorizations in Collaborative DistributedQuery Evaluation. Zeng, Q., +, TKDE April 2015 979-992Fast Best-Effort Search on Graphs with Multiple Attributes. Roy, S.B., +,TKDE March 2015 755-768G-Tree: An Efficient and Scalable Index for Spatial Search on Road Net-works. Zhong, R., +, TKDE Aug. 2015 2175-2189



Geo-Social K-Cover Group Queries for Collaborative Spatial Computing.Li, Y., +, TKDE Oct. 2015 2729-2742GFilter: A General Gram Filter for String Similarity Search. Hu, H., +,TKDE April 2015 1005-1018HM: A Column-Oriented MapReduce System on Hybrid Storage.Wu, S., +,TKDE Dec. 2015 3304-3317HyXAC: Hybrid XML Access Control Integrating View-Based and Query-Rewriting Approaches. Thimma, M., +, TKDE Aug. 2015 2190-2202Improving Accuracy and Robustness of Self-Tuning Histograms by Sub-space Clustering. Khachatryan, A., +, TKDE Sept. 2015 2377-2389Indexing Earth Mover’s Distance over Network Metrics.Wang, T., +, TKDEJune 2015 1588-1601INSPIRE: A Framework for Incremental Spatial Prefix Query Relaxation.Zheng, Y., +, TKDE July 2015 1949-1963Joint Search by Social and Spatial Proximity. Mouratidis, K., +, TKDEMarch 2015 781-793Joint Structural Learning to Rank with Deep Linear Feature Learning. Zhao,X., +, TKDE Oct. 2015 2756-2769Keyword Search Over Probabilistic RDF Graphs. Lian, X., +, TKDE May2015 1246-1260LINQ: A Framework for Location-Aware Indexing and Query Processing.Liu, X., +, TKDE May 2015 1288-1300Lossless Selection Views under Conditional Domain Constraints. Feinerer,I., +, TKDE Feb. 2015 504-517PAXQuery: Efficient Parallel Processing of Complex XQuery. Camacho-Rodriguez, J., +, TKDE July 2015 1977-1991Precision-Bounded Access Control Using Sliding-Window Query Views forPrivacy-Preserving Data Streams. Pervaiz, Z., +, TKDE July 2015 1992-2004Probabilistic Range Query over Uncertain Moving Objects in ConstrainedTwo-Dimensional Space. Wang, Z., +, TKDE March 2015 866-879Program Transformations for Asynchronous and Batched Query Submis-sion. Ramachandra, K., +, TKDE Feb. 2015 531-544Query Analytics over Probabilistic Databases with Unmerged Duplicates.Ioannou, E., +, TKDE Aug. 2015 2245-2260Query Aware Determinization of Uncertain Objects. Xu, J., +, TKDE Jan.2015 207-221Querying Knowledge Graphs by Example Entity Tuples. Jayaram, N., +,TKDE Oct. 2015 2797-2811Reverse Keyword Search for Spatio-Textual Top-k Queries in Location-Based Services. Lin, X., +, TKDE Nov. 2015 3056-3069Route-Saver: Leveraging Route APIs for Accurate and Efficient Query Pro-cessing at Location-Based Services. Li, Y., +, TKDE Jan. 2015 235-249Scalable Distributed Processing of K Nearest Neighbor Queries overMoving Objects. Yu, Z., +, TKDE May 2015 1383-1396Structure-Preserving Subgraph Query Services. Fan, Z., +, TKDE Aug. 20152275-2290Subgraph Matching with Set Similarity in a Large Graph Database. Hong,L., +, TKDE Sept. 2015 2507-2521Topological Transformation Approaches to Database Query Processing.Watve, A., +, TKDE May 2015 1438-1451Translating Relational Queries into Spreadsheets. Sroka, J., +, TKDE Aug.2015 2291-2303TRIP: An Interactive Retrieving-Inferring Data Imputation Approach. Li, Z.,+, TKDE Sept. 2015 2550-2563

Question answering (information retrieval)Efficient Answering of Why-Not Questions in Similar Graph Matching.Islam, M.S., +, TKDE Oct. 2015 2672-2686Efficient Filtering Algorithms for Location-Aware Publish/Subscribe. Yu,M., +, TKDE April 2015 950-963Expert Finding for Question Answering via Graph RegularizedMatrix Com-pletion. Zhao, Z., +, TKDE April 2015 993-1004Incorporating Social Role Theory into Topic Models for Social Media Con-tent Analysis. Zhao, W.X., +, TKDE April 2015 1032-1044On Evaluating the Contribution of Validation for Question Answering. Ro-drigo, A., +, TKDE April 2015 1157-1161

R

Random access memoryPCMLogging: Optimizing Transaction Logging and Recovery Performancewith PCM. Gao, S., +, TKDE Dec. 2015 3332-3346

Random processesOverlapping Decomposition for Gaussian Graphical Modeling. Song, G., +,TKDE Aug. 2015 2217-2230

Ranking (statistics)A Cooperative Coevolution Framework for Parallel Learning to Rank.Wang, S., +, TKDE Dec. 2015 3152-3165

Real-time systemsDeadline Assignment and Feedback Control for Differentiated Real-TimeData Services. Zhou, Y., +, TKDE Dec. 2015 3245-3257IncreSTS: Towards Real-Time Incremental Short Text Summarization onComment Streams from Social Network Services. Liu, C., +, TKDE Nov.2015 2986-3000Real-Time Semiparametric Regression for Distributed Data Sets. Luts, J.,TKDE Feb. 2015 545-557

Recommender systemsA General Geographical Probabilistic Factor Model for Point of InterestRecommendation. Liu, B., +, TKDE May 2015 1167-1179APP Relationship Calculation: An Iterative Process. Liu, M., +, TKDE Aug.2015 2049-2063Backward Path Growth for Efficient Mobile Sequential Recommendation.Huang, J., +, TKDE Jan. 2015 46-60Boosting Response Aware Model-Based Collaborative Filtering. Yang, H.,+, TKDE Aug. 2015 2064-2077Diffusion of “Following” Links in Microblogging Networks. Zhang, J., +,TKDE Aug. 2015 2093-2106Effective and Efficient Algorithms for Flexible Aggregate Similarity Searchin High Dimensional Spaces. Houle, M.E., +, TKDE Dec. 2015 3258-3273Improving Stability of Recommender Systems: A Meta-Algorithmic Ap-proach. Adomavicius, G., +, TKDE June 2015 1573-1587Joint Search by Social and Spatial Proximity. Mouratidis, K., +, TKDEMarch 2015 781-793Relational Collaborative Topic Regression for Recommender Systems.Wang, H., +, TKDE May 2015 1343-1355Social Recommendation with Cross-Domain Transferable Knowledge.Jiang, M., +, TKDE Nov. 2015 3084-3097

Records managementAn LSH-Based Blocking Approach with a Homomorphic Matching Tech-nique for Privacy-Preserving Record Linkage. Karapiperis, D., +, TKDEApril 2015 909-921

RecruitmentMulticategory Crowdsourcing Accounting for Variable Task Difficulty,Worker Skill, and Worker Intention. Kurve, A., +, TKDE March 2015794-809

RedundancyFeature Selection via Global RedundancyMinimization.Wang, D., +, TKDEOct. 2015 2743-2755Online Feature Selection with Group Structure Analysis.Wang, J., +, TKDENov. 2015 3029-3041Unsupervised Feature Selection with Controlled Redundancy (UFeSCoR).Banerjee, M., +, TKDE Dec. 2015 3390-3403

Regression analysisA Unified Feature Selection Framework for Graph Embedding on High Di-mensional Data. Chen, M., +, TKDE June 2015 1465-1477Graph-Based Approaches for Over-Sampling in the Context of Ordinal Re-gression. Perez-Ortiz, M., +, TKDE May 2015 1233-1245Holistic Measures for Evaluating Prediction Models in Smart Grids. Aman,S., +, TKDE Feb. 2015 475-488Modeling the Probability of a Strikeout for a Batter/Pitcher Matchup.Healey, G., TKDE Sept. 2015 2415-2423Pattern-Aided Regression Modeling and Prediction Model Analysis. Dong,G., +, TKDE Sept. 2015 2452-2465PPSGen: Learning-Based Presentation Slides Generation for Academic Pa-pers. Hu, Y., +, TKDE April 2015 1085-1097Real-Time Semiparametric Regression for Distributed Data Sets. Luts, J.,TKDE Feb. 2015 545-557Relational Collaborative Topic Regression for Recommender Systems.Wang, H., +, TKDE May 2015 1343-1355

Relational databasesk-Nearest Neighbor Classification over Semantically Secure Encrypted Re-lational Data. Samanthula, B.K., +, TKDE May 2015 1261-1273CrowdOp: Query Optimization for Declarative Crowdsourcing Systems.Fan, J., +, TKDE Aug. 2015 2078-2092



Efficient Enforcement of Action-Aware Purpose-Based Access Controlwithin Relational Database Management Systems. Colombo, P., +, TKDEAug. 2015 2134-2147PB -Tree: PCM-Aware B -Tree. Choi, G.S., +, TKDE Sept. 2015 2466-2479Propagation of Data Fusion. Bronselaer, A., +, TKDE May 2015 1330-1342RRW—A Robust and Reversible Watermarking Technique for RelationalData. Iftikhar, S., +, TKDE April 2015 1132-1145Translating Relational Queries into Spreadsheets. Sroka, J., +, TKDE Aug.2015 2291-2303

Relevance feedbackRelational Collaborative Topic Regression for Recommender Systems.Wang, H., +, TKDE May 2015 1343-1355

Resource allocationEfficient Similarity Join Based on Earth Mover’s Distance Using MapRe-duce. Xu, J., +, TKDE Aug. 2015 2148-2162Practical Data Prediction for Real-World Wireless Sensor Networks. Raza,U., +, TKDE Aug. 2015 2231-2244

Rewriting systemsChecking Chase Termination: Cyclicity Analysis and Rewriting Techniques.Greco, S., +, TKDE March 2015 621-635HyXAC: Hybrid XML Access Control Integrating View-Based and Query-Rewriting Approaches. Thimma, M., +, TKDE Aug. 2015 2190-2202

Risk managementExtending Association Rule Summarization Techniques to Assess Risk ofDiabetes Mellitus. Simon, G.J., +, TKDE Jan. 2015 130-141

Road trafficCustomizable Point-of-Interest Queries in Road Networks. Delling, D., +,TKDE March 2015 686-698Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Net-works. Gao, Y., +, TKDE May 2015 1205-1218

Road traffic controlNon-Myopic Adaptive Route Planning in Uncertain Congestion Environ-ments. Liu, S., +, TKDE Sept. 2015 2438-2451

Road vehiclesReal-Time City-Scale Taxi Ridesharing. Ma, S., +, TKDE July 2015 1782-1795

RoadsCapacity-Constrained Network-Voronoi Diagram. Yang, K., +, TKDE Nov.2015 2919-2932

RobustnessCitation Networks and the Emergence of Knowledge Core. Zhang, Y., +,TKDE Dec. 2015 3203-3216Tracking Temporal Community Strength in Dynamic Networks. Du, N., +,TKDE Nov. 2015 3125-3137

Rough set theoryA Parallel Matrix-Based Method for Computing Approximations in Incom-plete Information Systems. Zhang, J., +, TKDE Feb. 2015 326-339Fusing Monotonic Decision Trees. Qian, Y., +, TKDE Oct. 2015 2717-2728

S

Sampling methodsAPractical and Effective Sampling Selection Strategy for Large Scale Dedu-plication. Bianco, G.D., +, TKDE Sept. 2015 2305-2319Breaking the Barrier to Transferring Link Information across Networks. Qi,G., +, TKDE July 2015 1741-1753Graph-Based Approaches for Over-Sampling in the Context of Ordinal Re-gression. Perez-Ortiz, M., +, TKDE May 2015 1233-1245Resampling-Based Ensemble Methods for Online Class ImbalanceLearning. Wang, S., +, TKDE May 2015 1356-1368

SchedulingEfficient Parallel Processing of Distance Join Queries Over DistributedGraphs. Zhang, X., +, TKDE March 2015 740-754

Search enginesA Family of Rank Similarity Measures Based on Maximized EffectivenessDifference. Tan, L., +, TKDE Nov. 2015 2865-2877

Search problemsA Critical-Time-Point Approach to All-Departure-Time LagrangianShortest Paths. Gunturi, V.M., +, TKDE Oct. 2015 2591-2603Data Acquisition for Probabilistic Nearest-Neighbor Query. Lin, Y.-C., +,TKDE Feb. 2015 410-427

Discovery of Path Nearby Clusters in Spatial Networks. Shang, S., +, TKDEJune 2015 1505-1518Efficient Answering of Why-Not Questions in Similar Graph Matching.Islam, M.S., +, TKDE Oct. 2015 2672-2686G-Tree: An Efficient and Scalable Index for Spatial Search on Road Net-works. Zhong, R., +, TKDE Aug. 2015 2175-2189LINQ: A Framework for Location-Aware Indexing and Query Processing.Liu, X., +, TKDE May 2015 1288-1300Similar Subtree Search Using Extended Tree Inclusion. Mori, T., +, TKDEDec. 2015 3360-3373

Security of dataDiscovery of Ranking Fraud for Mobile Apps. Zhu, H., +, TKDE Jan. 201574-87

Semantic networksA Large Probabilistic Semantic Network Based Approach to Compute TermSimilarity. Li, P., +, TKDE Oct. 2015 2604-2617

Semantic WebKeyword Search Over Probabilistic RDF Graphs. Lian, X., +, TKDE May2015 1246-1260SERIMI: Class-Based Matching for Instance Matching Across Heteroge-neous Datasets. Araujo, S., +, TKDE May 2015 1397-1440Using Semantic Web Technologies for Exploratory OLAP: A Survey.Abello, A., +, TKDE Feb. 2015 571-588

SemanticsExtending Conditional Dependencies with Built-in Predicates. Ma, S., +,TKDE Dec. 2015 3274-3288Finding Top k Most Influential Spatial Facilities over Uncertain Objects.Zhan, L., +, TKDE Dec. 2015 3289-3303Multi-View Concept Learning for Data Representation. Guan, Z., +, TKDENov. 2015 3016-3028Social Recommendation with Cross-Domain Transferable Knowledge.Jiang, M., +, TKDE Nov. 2015 3084-3097

Sensor fusionFusing Monotonic Decision Trees. Qian, Y., +, TKDE Oct. 2015 2717-2728Propagation of Data Fusion. Bronselaer, A., +, TKDE May 2015 1330-1342

Sequential analysisMining Temporal Patterns in Time Interval-Based Data. Chen, Y., +, TKDEDec. 2015 3318-3331

ServersPrivacy-Preserving Indoor Localization on Smartphones.Konstantinidis, A.,+, TKDE Nov. 2015 3042-3055

Set theoryLINQ: A Framework for Location-Aware Indexing and Query Processing.Liu, X., +, TKDE May 2015 1288-1300Propagation of Data Fusion. Bronselaer, A., +, TKDE May 2015 1330-1342Subgraph Matching with Set Similarity in a Large Graph Database. Hong,L., +, TKDE Sept. 2015 2507-2521

SiliconFOCS: Fast Overlapped Community Search. Bandyopadhyay, S., +, TKDENov. 2015 2974-2985

Smart gridsAggregating and Disaggregating Flexibility Objects. Siksnys, L., +, TKDENov. 2015 2893-2906

Smart phonesPrivacy-Preserving Indoor Localization on Smartphones.Konstantinidis, A.,+, TKDE Nov. 2015 3042-3055

Smart power gridsHolistic Measures for Evaluating Prediction Models in Smart Grids. Aman,S., +, TKDE Feb. 2015 475-488

Social factorsTriadic Closure Pattern Analysis and Prediction in Social Networks.Huang,H., +, TKDE Dec. 2015 3374-3389

Social network servicesFOCS: Fast Overlapped Community Search. Bandyopadhyay, S., +, TKDENov. 2015 2974-2985Social Recommendation with Cross-Domain Transferable Knowledge.Jiang, M., +, TKDE Nov. 2015 3084-3097Triadic Closure Pattern Analysis and Prediction in Social Networks.Huang,H., +, TKDE Dec. 2015 3374-3389

Social networking (online)A General Geographical Probabilistic Factor Model for Point of InterestRecommendation. Liu, B., +, TKDE May 2015 1167-1179A Query Approach for Influence Maximization on Specific Users in SocialNetworks. Lee, J., +, TKDE Feb. 2015 340-353



All-Distances Sketches, Revisited: HIP Estimators for Massive GraphsAnalysis. Cohen, E., TKDE Sept. 2015 2320-2334Diffusion of “Following” Links in Microblogging Networks. Zhang, J., +,TKDE Aug. 2015 2093-2106Efficient Notification of Meeting Points for Moving Groups via IndependentSafe Regions. Li, J., +, TKDE July 2015 1767-1781Expert Finding for Question Answering via Graph RegularizedMatrix Com-pletion. Zhao, Z., +, TKDE April 2015 993-1004Geo-Social K-Cover Group Queries for Collaborative Spatial Computing.Li, Y., +, TKDE Oct. 2015 2729-2742HOCTracker: Tracking the Evolution of Hierarchical and Overlapping Com-munities in Dynamic Social Networks. Bhat, S.Y., +, TKDE April 20151019-1013Incorporating Social Role Theory into Topic Models for Social Media Con-tent Analysis. Zhao, W.X., +, TKDE April 2015 1032-1044ISC: An Iterative Social Based Classifier for Adult Account Detection onTwitter. Cheng, H., +, TKDE April 2015 1045-1056Joint Search by Social and Spatial Proximity. Mouratidis, K., +, TKDEMarch 2015 781-793On Summarization and Timeline Generation for Evolutionary TweetStreams. Wang, Z., +, TKDE May 2015 1301-1315On the Upper Bounds of Spread for Greedy Algorithms in Social NetworkInfluence Maximization. Zhou, C., +, TKDE Oct. 2015 2770-2783Privacy Policy Inference of User-Uploaded Images on Content SharingSites. Squicciarini, A.C., +, TKDE Jan. 2015 193-206Review Selection Using Micro-Reviews. Nguyen, T., +, TKDE April 20151098-1111SociaLite: An Efficient Graph Query Language Based on Datalog. Seo, J.,+, TKDE July 2015 1824-1837Structured Learning from Heterogeneous Behavior for Social IdentityLinkage. Liu, S., +, TKDE July 2015 2005-2019TASC:Topic-Adaptive Sentiment Classification on Dynamic Tweets. Liu, S.,+, TKDE June 2015 1696-1709Trust Evolution: Modeling and Its Applications. Tang, J., +, TKDE June2015 1724-1738Tweet Segmentation and Its Application to Named Entity Recognition. Li,C., +, TKDE Feb. 2015 558-570

Social sciences computingJoint Search by Social and Spatial Proximity. Mouratidis, K., +, TKDEMarch 2015 781-793Trust Evolution: Modeling and Its Applications. Tang, J., +, TKDE June2015 1724-1738

SociologyA Cooperative Coevolution Framework for Parallel Learning to Rank.Wang, S., +, TKDE Dec. 2015 3152-3165

Software maintenanceTowards Effective Bug Triage with Software Data Reduction Techniques.Xuan, J., +, TKDE Jan. 2015 264-280

Sparse matricesImproved Greedy Algorithms for Sparse Approximation of a Matrix inTerms of Another Matrix. Maung, C., +, TKDE March 2015 769-780

Spatial databasesEffective and Efficient Algorithms for Flexible Aggregate Similarity Searchin High Dimensional Spaces. Houle, M.E., +, TKDE Dec. 2015 3258-3273Finding Top k Most Influential Spatial Facilities over Uncertain Objects.Zhan, L., +, TKDE Dec. 2015 3289-3303

Special issues and sectionsGuest editorial: Special section on the international conference on data en-gineering. Jensen, C.S., +, TKDE July 2015 1739-1740

Spectral analysisOnline Feature Selection with Group Structure Analysis.Wang, J., +, TKDENov. 2015 3029-3041

SportModeling the Probability of a Strikeout for a Batter/Pitcher Matchup.Healey, G., TKDE Sept. 2015 2415-2423

Spreadsheet programsTranslating Relational Queries into Spreadsheets. Sroka, J., +, TKDE Aug.2015 2291-2303

SQLCrowdOp: Query Optimization for Declarative Crowdsourcing Systems.Fan, J., +, TKDE Aug. 2015 2078-2092Translating Relational Queries into Spreadsheets. Sroka, J., +, TKDE Aug.2015 2291-2303

StandardsA Family of Rank Similarity Measures Based on Maximized EffectivenessDifference. Tan, L., +, TKDE Nov. 2015 2865-2877CogBoost: Boosting for Fast Cost-Sensitive Graph Classification. Pan, S.,+, TKDE Nov. 2015 2933-2946t-Closeness throughMicroaggregation: Strict Privacy with Enhanced UtilityPreservation. Soria-Comas, J., +, TKDE Nov. 2015 3098-3110

Statistical analysisAll-Distances Sketches, Revisited: HIP Estimators for Massive GraphsAnalysis. Cohen, E., TKDE Sept. 2015 2320-2334Composing Data Services with Uncertain Semantics. Malki, A., +, TKDEApril 2015 936-949Crowdsourcing Enumeration Queries: Estimators and Interfaces.Trushkowsky, B., +, TKDE July 2015 1796-1809Dual Sentiment Analysis: Considering Two Sides of One Review. Xia, R.,+, TKDE Aug. 2015 2120-2133Effective Classification Using a Small Training Set Based on Discretizationand Statistical Analysis. Bruni, R., +, TKDE Sept. 2015 2349-2361Pattern-based Topics for Document Modelling in Information Filtering.Gao, Y., +, TKDE June 2015 1629-1642

Statistical distributionsBoosting Response Aware Model-Based Collaborative Filtering. Yang, H.,+, TKDE Aug. 2015 2064-2077Discovery of Path Nearby Clusters in Spatial Networks. Shang, S., +, TKDEJune 2015 1505-1518Efficient Similarity Join Based on Earth Mover’s Distance Using MapRe-duce. Xu, J., +, TKDE Aug. 2015 2148-2162Indexing Earth Mover’s Distance over Network Metrics.Wang, T., +, TKDEJune 2015 1588-1601RACOG and wRACOG: Two Probabilistic Oversampling Techniques. Das,B., +, TKDE Jan. 2015 222-234

Statistical testingDiscovery of Ranking Fraud for Mobile Apps. Zhu, H., +, TKDE Jan. 201574-87

StatisticsOn Summarization and Timeline Generation for Evolutionary TweetStreams. Wang, Z., +, TKDE May 2015 1301-1315

Stochastic processesReal-Time City-Scale Taxi Ridesharing. Ma, S., +, TKDE July 2015 1782-1795Spatio-Temporal Analysis of Passive Consumption in Internet Media.Anand, S., +, TKDE Oct. 2015 2839-2850

Stock marketsDeadline Assignment and Feedback Control for Differentiated Real-TimeData Services. Zhou, Y., +, TKDE Dec. 2015 3245-3257

Storage managementApplication Sensitive EnergyManagement Framework for Storage Systems.Nishikawa, N., +, TKDE Sept. 2015 2335-2348HyXAC: Hybrid XML Access Control Integrating View-Based and Query-Rewriting Approaches. Thimma, M., +, TKDE Aug. 2015 2190-2202In-Memory Big Data Management and Processing: A Survey. Zhang, H., +,TKDE July 2015 1920-1948Main-Memory Hash Joins on Modern Processor Architectures. Balkesen,C., +, TKDE July 2015 1754-1766

String matchingINSPIRE: A Framework for Incremental Spatial Prefix Query Relaxation.Zheng, Y., +, TKDE July 2015 1949-1963

Support vector machinesCogBoost: Boosting for Fast Cost-Sensitive Graph Classification. Pan, S.,+, TKDE Nov. 2015 2933-2946Effective Classification Using a Small Training Set Based on Discretizationand Statistical Analysis. Bruni, R., +, TKDE Sept. 2015 2349-2361Joint Structural Learning to Rank with Deep Linear Feature Learning. Zhao,X., +, TKDE Oct. 2015 2756-2769Max-Margin Discriminant Projection via Data Augmentation. Chen, B., +,TKDE July 2015 1964-1976RankRC: Large-Scale Nonlinear Rare Class Ranking. Tayal, A., +, TKDEDec. 2015 3347-3359Robust Model-Based Learning via Spatial-EM Algorithm. Yu, K., +, TKDEJune 2015 1670-1682Sample Weighting: An Inherent Approach for Outlier Suppressing Discrim-inant Analysis. Ren, C., +, TKDE Nov. 2015 3070-3083



Symmetric matricesTracking Temporal Community Strength in Dynamic Networks. Du, N., +,TKDE Nov. 2015 3125-3137

Systems analysisFour Decades of Data Mining in Network and Systems Management.Kalegele, K., +, TKDE Oct. 2015 2700-2716

T

Table lookupOptimized Cartesian K-Means. Wang, J., +, TKDE Jan. 2015 180-192

TaggingDiversified Hidden Markov Models for Sequential Labeling. Qiao, M., +,TKDE Nov. 2015 2947-2960Reverse Keyword Search for Spatio-Textual Top-k Queries in Location-Based Services. Lin, X., +, TKDE Nov. 2015 3056-3069

Telecommunication computingPractical Data Prediction for Real-World Wireless Sensor Networks. Raza,U., +, TKDE Aug. 2015 2231-2244Route-Saver: Leveraging Route APIs for Accurate and Efficient Query Pro-cessing at Location-Based Services. Li, Y., +, TKDE Jan. 2015 235-249

Telecommunication trafficDeadline Assignment and Feedback Control for Differentiated Real-TimeData Services. Zhou, Y., +, TKDE Dec. 2015 3245-3257

Temporal logicAn Event Calculus for Event Recognition. Artikis, A., +, TKDE April 2015895-908

Tensile stressTensor Canonical Correlation Analysis for Multi-View Dimension Reduc-tion. Luo, Y., +, TKDE Nov. 2015 3111-3124

TensorsA Hierarchical Tensor-Based Approach to Compressing, Updating andQuerying Geospatial Data. Yuan, L., +, TKDE Feb. 2015 312-325

Text analysisA Comment on “A Similarity Measure for Text Classification and Clus-tering”. Kumar Nagwani, N., TKDE Sept. 2015 2589-2590A Large Probabilistic Semantic Network Based Approach to Compute TermSimilarity. Li, P., +, TKDE Oct. 2015 2604-2617Are Data Sets Like Documents?: Evaluating Similarity-Based RankedSearch over Scientific Data. Megler, V.M., +, TKDE Jan. 2015 32-45Automatic Taxonomy Construction from Keywords via Scalable BayesianRose Trees. Song, Y., +, TKDE July 2015 1861-1874Cross-Language Learning from Bots and Users to Detect Vandalism onWikipedia. Tran, K., +, TKDE March 2015 673-685Discovering Data Set Nature through Algorithmic Clustering Based onString Compression. Granados, A., +, TKDE March 2015 699-711Dual Sentiment Analysis: Considering Two Sides of One Review. Xia, R.,+, TKDE Aug. 2015 2120-2133Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions.Shen, W., +, TKDE Feb. 2015 443-460Exploring Topical Lead-Lag across Corpora. Liu, S., +, TKDE Jan. 2015115-129Parsimonious Topic Models with Salient Word Discovery. Soleimani, H., +,TKDE March 2015 824-837ProbabilisticWord Selection via Topic Modeling. Zhuang, Y., +, TKDE June2015 1643-1655Relevance Feature Discovery for Text Mining. Li, Y., +, TKDE June 20151656-1669Review Selection Using Micro-Reviews. Nguyen, T., +, TKDE April 20151098-1111TASC:Topic-Adaptive Sentiment Classification on Dynamic Tweets. Liu, S.,+, TKDE June 2015 1696-1709

Time measurementEvaluation of Multiclass Novelty Detection Algorithms for Data Streams.de Faria, E.R., +, TKDE Nov. 2015 2961-2973

Time seriesHolistic Measures for Evaluating Prediction Models in Smart Grids. Aman,S., +, TKDE Feb. 2015 475-488SAX Discretization Does Not Guarantee Equiprobable Symbols. Butler, M.,+, TKDE April 2015 1162-1166Scalable Classification of Repetitive Time Series Through Frequencies ofLocal Polynomials. Grabocka, J., +, TKDE June 2015 1683-1695

Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles. Bagnall, A., +, TKDE Sept. 2015 2522-2535

Town and country planningDiscovering Urban Functional Zones Using Latent Activity Trajectories.Yuan, N.J., +, TKDE March 2015 712-725

Traffic engineering computingAn Air Index for Spatial Query Processing in Road Networks. Sun, W., +,TKDE Feb. 2015 382-395

Traffic information systemsCustomizable Point-of-Interest Queries in Road Networks. Delling, D., +,TKDE March 2015 686-698

TrainingBayes-Optimal Hierarchical Multilabel Classification. Bi, W., +, TKDE Nov.2015 2907-2918CogBoost: Boosting for Fast Cost-Sensitive Graph Classification. Pan, S.,+, TKDE Nov. 2015 2933-2946Sample Weighting: An Inherent Approach for Outlier Suppressing Discrim-inant Analysis. Ren, C., +, TKDE Nov. 2015 3070-3083

TrajectoryTrajic: An Effective Compression System for Trajectory Data. Nibali, A., +,TKDE Nov. 2015 3138-3151

TransportationAUnified Framework for Epidemic Prediction based on Poisson Regression.Zhang, Y., +, TKDE Nov. 2015 2878-2892

Tree data structuresA Hierarchical Tensor-Based Approach to Compressing, Updating andQuerying Geospatial Data. Yuan, L., +, TKDE Feb. 2015 312-325Anonymizing Collections of Tree-Structured Data. Gkountouna, O., +,TKDE Aug. 2015 2034-2048Exploring Topical Lead-Lag across Corpora. Liu, S., +, TKDE Jan. 2015115-129G-Tree: An Efficient and Scalable Index for Spatial Search on Road Net-works. Zhong, R., +, TKDE Aug. 2015 2175-2189LINQ: A Framework for Location-Aware Indexing and Query Processing.Liu, X., +, TKDE May 2015 1288-1300Multi-Core Processing of XML Twig Patterns. Shnaiderman, L., +, TKDEApril 2015 1057-1070Topological Transformation Approaches to Database Query Processing.Watve, A., +, TKDE May 2015 1438-1451

Trees (mathematics)Evolutionary Bayesian Rose Trees. Liu, S., +, TKDE June 2015 1533-1546PAXQuery: Efficient Parallel Processing of Complex XQuery. Camacho-Rodriguez, J., +, TKDE July 2015 1977-1991PB -Tree: PCM-Aware B -Tree. Choi, G.S., +, TKDE Sept. 2015 2466-2479Using Copulas in Data Mining Based on the Observational Calculus.Holena, M., +, TKDE Oct. 2015 2851-2864

Trusted computingMaking Digital Artifacts on the Web Verifiable and Reliable. Kuhn, T., +,TKDE Sept. 2015 2390-2400Reputation Aggregation in Peer-to-Peer Network Using Differential GossipAlgorithm. Gupta, R., +, TKDE Oct. 2015 2812-2823

TwitterIncreSTS: Towards Real-Time Incremental Short Text Summarization onComment Streams from Social Network Services. Liu, C., +, TKDE Nov.2015 2986-3000Indexing Evolving Events from Tweet Streams.Cai, H., +, TKDE Nov. 20153001-3015

U

UncertaintyActive Learning from Relative Comparisons. Xiong, S., +, TKDE Dec. 20153166-3175Finding Top k Most Influential Spatial Facilities over Uncertain Objects.Zhan, L., +, TKDE Dec. 2015 3289-3303

Unsupervised learningMulticategory Crowdsourcing Accounting for Variable Task Difficulty,Worker Skill, and Worker Intention. Kurve, A., +, TKDE March 2015794-809Non-Negative Matrix Factorization with Auxiliary Information on Overlap-ping Groups. Shiga, M., +, TKDE June 2015 1615-1628



Reverse Nearest Neighbors in Unsupervised Distance-Based Outlier Detec-tion. Radovanovic, M., +, TKDE May 2015 1369-1382Robust Model-Based Learning via Spatial-EM Algorithm. Yu, K., +, TKDEJune 2015 1670-1682Role Discovery in Networks. Rossi, R.A., +, TKDE April 2015 1112-1131Unsupervised Feature Selection with Controlled Redundancy (UFeSCoR).Banerjee, M., +, TKDE Dec. 2015 3390-3403Unsupervised Ranking of Multi-Attribute Objects Based on PrincipalCurves. Li, C., +, TKDE Dec. 2015 3404-3416

Upper boundIndexing Evolving Events from Tweet Streams.Cai, H., +, TKDE Nov. 20153001-3015Reverse Keyword Search for Spatio-Textual Top-k Queries in Location-Based Services. Lin, X., +, TKDE Nov. 2015 3056-3069

User interfacesAggregate Estimation in Hidden Databases with Checkbox Interfaces. Yan,H., +, TKDE May 2015 1192-1204Crowdsourcing Enumeration Queries: Estimators and Interfaces.Trushkowsky, B., +, TKDE July 2015 1796-1809Trust Evolution: Modeling and Its Applications. Tang, J., +, TKDE June2015 1724-1738

V

VectorsCogBoost: Boosting for Fast Cost-Sensitive Graph Classification. Pan, S.,+, TKDE Nov. 2015 2933-2946IncreSTS: Towards Real-Time Incremental Short Text Summarization onComment Streams from Social Network Services. Liu, C., +, TKDE Nov.2015 2986-3000On Summarization and Timeline Generation for Evolutionary TweetStreams. Wang, Z., +, TKDE May 2015 1301-1315Overlapping Decomposition for Gaussian Graphical Modeling. Song, G., +,TKDE Aug. 2015 2217-2230Structured Learning from Heterogeneous Behavior for Social IdentityLinkage. Liu, S., +, TKDE July 2015 2005-2019

VegetationSimilar Subtree Search Using Extended Tree Inclusion. Mori, T., +, TKDEDec. 2015 3360-3373

Video signal processingAn Event Calculus for Event Recognition. Artikis, A., +, TKDE April 2015895-908

Visual databasesG-Tree: An Efficient and Scalable Index for Spatial Search on Road Net-works. Zhong, R., +, TKDE Aug. 2015 2175-2189

VisualizationMulti-View Concept Learning for Data Representation. Guan, Z., +, TKDENov. 2015 3016-3028

VocabularyBridging the Vocabulary Gap between Health Seekers and HealthcareKnowledge. Nie, L., +, TKDE Feb. 2015 396-409

W

WatermarkingRRW—A Robust and Reversible Watermarking Technique for RelationalData. Iftikhar, S., +, TKDE April 2015 1132-1145

Web searchUnsupervised Ranking of Multi-Attribute Objects Based on PrincipalCurves. Li, C., +, TKDE Dec. 2015 3404-3416

Web servicesComposing Data Services with Uncertain Semantics. Malki, A., +, TKDEApril 2015 936-949Program Transformations for Asynchronous and Batched Query Submis-sion. Ramachandra, K., +, TKDE Feb. 2015 531-544XACML Policy Evaluation with Dynamic Context Handling. Ammar, N., +,TKDE Sept. 2015 2575-2588

Web sitesCross-Language Learning from Bots and Users to Detect Vandalism onWikipedia. Tran, K., +, TKDE March 2015 673-685Efficient Similarity Join Based on Earth Mover’s Distance Using MapRe-duce. Xu, J., +, TKDE Aug. 2015 2148-2162

Wireless sensor networksPractical Data Prediction for Real-World Wireless Sensor Networks. Raza,U., +, TKDE Aug. 2015 2231-2244

Word processingBest Keyword Cover Search. Deng, K., +, TKDE Jan. 2015 61-73

Workflow management softwareSafe Distribution and Parallel Execution of Data-Centric Workflows overthe Publish/Subscribe Abstraction. Sadoghi, M., +, TKDE Oct. 2015 2824-2838

X

XMLAnonymizing Collections of Tree-Structured Data. Gkountouna, O., +,TKDE Aug. 2015 2034-2048Context-Based Diversification for Keyword Queries Over XML Data. Li, J.,+, TKDE March 2015 660-672HyXAC: Hybrid XML Access Control Integrating View-Based and Query-Rewriting Approaches. Thimma, M., +, TKDE Aug. 2015 2190-2202Multi-Core Processing of XML Twig Patterns. Shnaiderman, L., +, TKDEApril 2015 1057-1070Similar Subtree Search Using Extended Tree Inclusion. Mori, T., +, TKDEDec. 2015 3360-3373XACML Policy Evaluation with Dynamic Context Handling. Ammar, N., +,TKDE Sept. 2015 2575-2588

Y

YttriumDiversified Hidden Markov Models for Sequential Labeling. Qiao, M., +,TKDE Nov. 2015 2947-2960


2015 Index IEEE Transactions on Knowledge and Data Engineering ...

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