https://kemlg.upc.edu

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Knowledge Engineering and Machine Learning Group

(KEMLG)Dept. De Llenguatges i Sitemes informàtics

Universitat Politècnica de Catalunya-BarcelonaTechCampus Nord, K2M Building, 2nd floor

Jordi Girona 1-308034 Barcelona

Responsable: Miquel Sànchez-Marrè, Ulises Cortés

miquel@lsi.upc.edu, ia@lsi.upc.edu

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Summary of the group

Knowledge Engineering and Machine Learning Group was founded in 1989 within the Department of Software at UPC

Grupo Reconocido y Consolidado por la Generalitat de Catalunya (SGR 2005, SGR 2009)

Members (26) Seniors (8 + 3)

1 Full Professor 5 Associate professors 2 Full Post-doc researchers 3 Part-time post-doc researcher

13 Ph.D. students 2 M.Sc. students

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The People

SENIORS

Prof. Dr. Ulises Cortés

Dr. Javier Béjar Dr. Karina Gibert Dr. Mario Martín Dr. Miquel Sànchez-Marrè Dr. Ramon Sangüesa

Dr. Javier Vázquez Dr. Juan Carlos Nieves

Dr. Luigi Ceccaroni Dr. Steve Willmott Dr. Esteve Almirall

STUDENTS & COLLABORATORS

Sergio Álvarez Cristian Barrué Roberto Confalonieri Alejandro García Fernando Orduña Sofia Panagiotidi Beatriz Sevilla Joao Sousa Lopes Víctor Codina Arturo Tejeda Ignasi Gómez Luis Oliva Miquel Sonsona

Carolina Rubio Darío García

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Academic activities

Postgraduate Ph. D. in Artificial Intelligence (UPC) M. Sc. in Artificial Intelligence (UPC-URV-UB)

https://postgrau.upc.edu/ai M. Sc. In Information Technologies (FIB)

Graduate Faculty of Computer Science of Barcelona (FIB) Faculty of Mathematics and Statistics (FME-UPC) /

Faculty of Economical and Management Sciences (FEE-UB)

Technical School of Vilanova i la Geltrú (EPSEVG)

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Which are our research lines ? (I)

Environmental Sciences

Health & AssistiveTechnologies

KnowledgeManagement

& Web

Software Agents, Multiagent Systems,Electronic Institutions and Grid Computing

Intelligent Decision Support Systems (IDSS), Knowledge Discovery, Machine Learning and Data Mining

Knowledge Representation, Ontologies, Recommender Systems, Innovation and Collaborative work,

The semantic Web and Web services

IndustrialApplications

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Software Agents, Multiagent Systems, Electronic Institutions and Grid Computing

Intelligent Decision Support Systems (IDSS), Machine Learning and Data Mining

Knowledge Representation, Ontologies, the semantic Web and Web services

Which are our research lines ? (II)

DAI-DEPUR+GESCONDA (I, II)

HIDRADMET

Volcán

OCATTIA

Share-IT

Environmental Sciences

Health & AssistiveTechnologies

IndustrialApplications

KnowledgeManagement

& Web

ContractALIVE

Laboranova

VEP

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Which are our research lines ? (III) Knowledge Representation, Ontologies, Recommender

Systems, Innovation and Collaborative Work, The semantic Web

Rule-Based Systems Case-Based Systems Ontologies Social Networks, Semantic Web

IDSS, Machine Learning, Knowledge Discovery / Data Mining

Intelligent Decision Support Systems Case-Based Reasoning & Learning Non supervised Learning Bayesian/Belief Networks Reinforcement Learning Data Mining Tools

Computational Argumentation, Software Agents, Multi-Agent Systems, Electronic Institutions and Grid Computing

Agent Logics (BDI, Deontic logics) Electronic Institutions Multi-agent System Architectures Web Services

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Which are our research lines ? (IV)

Knowledge Representation, Ontologies, Recommender Systems, Innovation and Collaborative Work, The semantic Web

Luigi Ceccaroni, Esteve Almirall, Ramon Sangüesa, Luis Oliva, Miquel

Sonsona, Arturo Tejeda, Víctor Codina, Joao Sousa

IDSS, Machine Learning, Knowledge Discovery / Data Mining

Miquel Sànchez-Marrè, Karina Gibert, Mario Martín, Javier Béjar,

Ramon Sangüesa, Beatriz Sevilla, Alejandro García, Fernando Orduña

Computational Argumentation, Software Agents, Multi-Agent Systems, Electronic Institutions and Grid Computing

Ulises Cortés, Javier Vázquez, Juan Carlos Nieves, Steve Willmott,

Cristian Barrué, Sergio Alvarez, Roberto Confalonieri, Sofia

Panagiotidi, Ignasi Gómez, Darío García, Carolina Rubio

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Aplicaciones Sillas de ruedas inteligentes [SHARE-it] Caminadores inteligentes [SHARE-it] Software inteligente para la puesta a punto de las maquinas

textiles para nuevo productos [MODSIMTex, TexWIN] Sistemas software para e-democracia y e-integración [VEP] Xpertum: a web-based tool for visualizing social networks

[Laboranova] Idearium: an interactive web-based tool for distributed

brainstorming which enhances the ideation process [Laboranova]

REST Web Services in Collaborative Work Environments Sistemas de diseño de servicios web o y gestión en linea de

comercio electrónico [CONTRACT] Sistemas para la ingeniería de servicios web robustos

[ALIVE]. Sistema Inteligente de Análisis de Datos y Gestión del

Conocimiento (IDSS) [GESCONDA] Herramienta para el desarrollo de Sistemas Inteligentes de

Soporte a la Toma de Decisiones [GESCONDA-II] © KEMLG, 20109

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Publicaciones (2005-2010)

Revistas Internacionales Artículos JCR: 36 Otros: 30 Revistas habituales: AICommunications, Applied

Intelligence, Environmental Modelling and Software, IEEE Intelligent Systems

Libros: 10 Capítulos de libros: 30 Congresos Internacionales: 141

Congresos habituales: AMAS, PAAMS, ECAI, ICCBR, IEMSS, COMA, CCIA, …

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Some financed Projects

Recently

A-TEAM (IST) Agentcities.RTD

(IST) Agentcities.NET

(IST) VOLCAN (CONACyt) GESCONDA (CICyT) GESCONDA-II

(CICyT) ASPIC (IST) CARREL.IST @LIS (IST) PROVENANCE (IST)

Currently

WINDS-LA (IST) A-LIVE (IST) LABORANOVA (IST) CONTRACT (IST) VEP (EU) SHARE-IT (IST) RAISME (IST) MODSIMTex (NMP) TexWIN (NMP)

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Proyectos y contratos relevantes (2005-2010) [I] Textile Work Intelligence by closed-loop of product

and process quality in the Textile Industry (TexWIN) (FP7 CP-FP 246193-2). Fin: 150.125 €. [2010-2013].

Participantes: UPC (KEMLG, INTEXTER), DITFK,ITEMA, Rieter, Domina, BMG, ENEA, Dyckhoff, Centexbel, Milliken, Botto, Piacenza, Marchi

Rapid Application of Innovation in Small Medium Enterprises (RAISME) (FP7, ) Fin: 100.800 €. [2010-2013].

Participantes: I2Cat, …

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Proyectos y contratos relevantes (2005-2010) [II] Development of a rapid configuration system for

textile production machinery based on the physical behaviour simulation of precision textile structures (MODSIMTex) (FP7, CP-FP 214181-2). Fin: 135.720 €). [2008-2012]. Participantes: UPC (KEMLG, INTEXTER), DITFK, TULiberec,

Ulodz, SPOLSIN, spol. s.r.o., T.F.A. alfa, s.r.o, Heimbach GmbH & CO KG, Gebr. Röders AG, Santoni Spa.

Widening IST Networking Developmet Support - Latin America (WINDS) (FP7, IST-45108 SSA). Fin: 51.883 € [2007-2008].

Participantes: UPC, Menon, ITESM, UBA, UFRJ

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Proyectos y contratos relevantes (2005-2010) [III] Mejora y nuevos desarrollos de un sistema

inteligente para la extracción y GEStión del CONocimiento en bases de Datos Ambientales (GESCONDA-II) (CICyT, TIN2004-01368). Fin: 36.570 €. [2004-2007].

Participantes: Universitat Politècnica de Catalunya, Universitat de Girona

The Virtual European Parliament (VEP) (FP7, EP-07-01-039). Fin: 86.015 €. [2008-2009]

Participantes: IBBT - Institut for BroadBand Technology, Belgium, i2Cat - Internet 2 Catalunya, CDT - Center for Distance-spanning Technology, Technical University of Luleå, Sweden, KHM - Katholieke Hogeschool Mechelen - MEMORI, Belgium

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Proyectos y contratos relevantes (2005-2010) [IV]

Supported Human Autonomy for Recovery and Enhancement of cognitive and motor abilities using information technologies (Share-it): Fin: 374537 € [2007-2009]

Participantes: Telefonica I+D, Universitat Politècnica de Catalunya, Universidad de Málaga, Fondazione Santa Lucia, Universität Bremen, Ana Aslan International, DFKI

Contract based Systems Engineering Methods for Verifiable Cross-Organisational Networked Business Applications (Contract). (FP6, IST-FP6-034418). Fin: 306.161 € [2006-2009]

Participantes: UPC, Fujitsu IST (Alemania), Lost Wax (inglaterra), Y’All B.V.(Paises Bajos), CertiCon A.S. (República Checa) , 3scale Networks S.L. (Barcelona).

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Proyectos y contratos relevantes (2005-2010) [V]

Collaboration Environment for Strategic Innovation (Laboranova) (FP6, IST-5-035262-IP). Fin: 458.424 € [2006- 2009]

Participantes: UPC, Danfoss (DK), Isvor Fiat (IT), SAP (DE), AGiLiENCE (FR), KartOO (FR), Planet (GR).

Enabling and Supporting Provenance in Grids for Complex Problems (PROVENANCE) (FP6, IST-511085). Fin: 116.080 €. [2004-2006].

Participantes: UPC, Alcatel, Telecom, … Argumentation Service Platform with Integrated

Components (ASPIC) (FP6, IST-2004-002307). Fin: 144.440 €. [2004-2007].

Participantes: UPC, UK Cancer, IRST Toulousse, UReading, Josef Stefan Institute

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Colaboraciones Estables Universidades / Centros de Investigación

Universitat de Girona (LEQUIA, ICRA) (Manel Poch) Universitat Rovira i Virgili (Toni Moreno) Universidad de Málaga (Cristina Urdiales) Fondazione Santa Lucia (Roberta Anichiarico) University of Utrecht (Frank Dignum) University of Bath (Julian Padget) IDSIA (Andrea Rizzoli) TU Graz (Franz Wotawa) TU Munich (Peter Struss) CIC (Luis Alfonso Villa, Adolfo Guzmán)

Empresas ASCAMM (Green, Ergos, Parkinetics) Telefónica I+D Consorci en Defensa de la Conca del Besós ACA

Spin-offs 3Scale Networks SISLtech

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CAMPUS NORD – UPC - BARCELONA

KEMLG

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K2M BuildingSOFTWARE DEPT.

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© KEMLG, 201020

Contactos:

Prof. Ulises Cortés, Dr. Miquel Sànchez-Marrè (ia@lsi.upc.edu, miquel@lsi.upc.edu )

https://kemlg.upc.edu