Data Mining Data Fusion Kathy Chiang IATUL June 2010 20Mining.htm.
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Data Mining Data Fusion Kathy Chiang IATUL June 2010 http://www.ursyn.com/twod/pages/Data %20Mining.htm
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Transcript of Data Mining Data Fusion Kathy Chiang IATUL June 2010 20Mining.htm.
Data MiningData Fusion
Kathy ChiangIATULJune 2010
http://www.ursyn.com/twod/pages/Data%20Mining.htm
Los Angeles Harbor --google maps
Data Mining
Data Fusion
Schematic representation of the results of comparative genomics-based data mining and maximum likelihood phylogenetic inferences for each gene. The magenta and green circles denote the presence of genes belonging to the orthologous gene groups in which 3R-WGD-derived duplicates were detected. Gray circles indicate the presence of singleton genes. Open circles denote loci that were specifically duplicated within the species. Question marks indicate the presence of partial gene sequences that are phylogenetically unsorted. Stars denote those gene groups involved in more than one network. Abbreviations: LPT, long-term potentiation; TT, taste transduction; OT, olfactory transduction; TCA, tricarboxylic acid cycle; 3R-WGD, third-round whole genome duplication.Sato et al. BMC Evolutionary Biology 2009 9:127 doi:10.1186/1471-2148-9-127
Algorithms
http://www.nhtsa.gov/people/injury/research/pub/acas/acas-fieldtest/appendix_a.htm
“automatically or semi-automatically transforming information from different sources and different points in time into a representation that provides effective support for human or automated decision making”
Bostrom, H. On the Definition of Information Fusion as a Field of Research
http://cvis.odeum.com/images/CVIS_CALM_copyrights.jpg
http://www.nyc.gov/html/dot/html/motorist/atis.shtml
http://www.tomtom.com/lib/doc/download/HDT_White_Paper.pdf
Temporal, dynamic
http://www.macris.com/mp/dc/emr/
Integration from proteins to organs: the Physiome ProjectPeter J. Hunter and Thomas K. BorgNature Reviews Molecular Cell Biology 4, 237-243 (March 2003)doi:10.1038/nrm1017
Functional annotations of genesMicroarray expressions of gene activityExpressed Sequence TagsProtein domainsProtein protein interactionsPathway membershipTranscriptional motifsSequence similarities
ExpertiseScales
DATAExpertise
DynamicAlgorithms
Scales
Libraries
http://www.wired.com/wiredscience/2009/09/googlefoodwebs/
Algorithms
www.streambase.com
http://www.iphandbook.org/handbook/ch17/p21/index_print.html
Malaria Vaccine Initiative
http://fodava.gatech.edu/
Transforming Raw Data into Valuable ContentEndeca’s Information Transformation Layer (ITL) provides content acquisition and enrichment capabilities to help you efficiently combine information from any source into a single integrated view and add value on top of the raw data.
http://www.endeca.com/products-information-access-platform-information-transformation-layer.htm
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This material is based upon work supported by the National Science Foundation under Grant No. III-0712989.Any opinions, findings, and conclusions or recommendations expressed in this materialare those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
