Artificial Intelligence Research and Development (2014).pdf
The Catalan Association for Artificial Intelligence (ACIA),1 created in 1994 as a non- profit association, aims primarily at fostering the cooperation among researchers from the Catalan-speaking Artificial Intelligence research community. In 1998, the first In- ternational Conference of Artificial Intelligence (the CCIA) was organised at the Uni- versitat Rovira i Virgili in the city of Tarragona. From then to now, the CCIA has been organised every year by the ACIA together with a local committee, striving to take place in all the Catalan-speaking lands. Since then, the CCIA has been held in Girona (1999), Vilanova i la Geltrú (2000), Barcelona (2001, 2004), Castelló de la Plana (2002), Mallorca (2003), L’Alguer (2005), Perpinyà (2006), Andorra (2007), Sant Martí d’Empúries (2008), Cardona (2009), L’Espluga de Francolí (2010), Lleida (2011), Alacant (2012) and Vic (2013). The CCIA is now a consolidated forum of de- bate among Catalan-speaking researchers and colleagues from all around the world. This year the conference is being held in Barcelona, hosted by the Universitat de Barcelona, and organised by the ACIA together with the Applied Mathematics and Analysis department of the hosting university. CCIA 2014 has been organised as a sin- gle-track conference consisting of high quality, previously unpublished papers on new and original research on Artificial Intelligence. This volume contains 34 original contributions, which have been accepted for presentation at the Seventeenth International Conference of the Catalan Association of Artificial Intelligence (CCIA 2014), which will take place on October 22–24, 2014. All contributions have been reviewed by at least two referees. The papers have been organ- ised around different topics providing a representative sample of the current state of the art in the Catalan Artificial Intelligence Community and of the collaboration between ACIA members and the worldwide AI community. As a novelty, this year conference hosts
Frontiers in Artificial Intelligence and Applications FAIA coVers all aspects of theoretical and applied artificial intelligence research in the form of monographS, doctoral dissertations, textbooks, handbooks and proceedings volumes. The FAIA series contains several sub-series, including"Information Modelling and Knowledge Bases and Knowledge-Based Intelligent Engineering Systems". It also includes the biennial ECAl, the European Conference on Artificial Intelligence, proceedi ings volumes, and other ECCAl-the European Coordinating Committec on Artificial Intclligcncc- sponsored publications. An editorial panel of internationally well-known scholars is appointed to provide a high quality selection Serics editors: J. Breuker, N. Guarino, J.N. Kok, J. Liu, R. Lopez de mantaras R Mizoguchi, M. Musen, S.K. Pal and n. Zhong Volume 269 Recently published in this series Vol. 268. A. Utka, G. Grigonyte, J. Kapocitite-Dzikiene and J. Vaicenoniene(Eds ) Human Language Technologies- The Baltic Perspective: Proceedings of the Sixth International Conference baltic hlt 2014 VoL. 267. P Garbacz and O. Kutz(Eds ) Formal Ontology in Information Systcms Proceedings of the Eighth International Conference(FOIS 2014) Vol. 266. S. Parsons, N. Oren, C. Reed and F Cerutti(Eds ) Computational Models of Argument- Proceedings of COMMA 2014 Vol. 265. H Fujita, A Selamat and H Haron(Eds ) New Trends in Sofiware Methodologies Tools and Tcchniqucs-Proccedings of the Thirteenth SoMcT 14 VoL. 264. U Endriss and J Leite(Eds ) STAIRS 2014- Proceedings of the 7th European Starting Al Researcher Symposium VoL, 263. T Schaub, G. Friedrich and B. O'Sullivan(Eds ) ECAI 2014-2lst European Conference on Artificial Intelligence VoL. 262. R. Neves-Silva, G. A. Tshirintzis. V. Uskov, R.J. Howlett and L.C. Jain(Eds ) Smart Digital Futures 2014 Vol. 261. Gi. Phillips-Wren, S Carlsson, A Respicio and P. Brezillon(ds ) DSS 2.0 Supporting decision Making with New Technologies Vol. 260. T Tokuda. Y. KivokiH. Jaal kola and N. Yoshida(Eds ) Information Modelling and Knowledge bases XXV VoL. 259. K D. Ashley(Ed ) Legal Knowledge and Information Systems-JURIX 2013: The Twenty-Sixth Annual Conference Vol. 258. K. Gerdes, E Hajicova and L Wanner(Eds ) Computational Dependency Theory Iss、09226389( print) ISSN 1879-8314(online) Artificial Intelligence research and development Recent Advances and applications Edited by Lledo museros Engineering and Computer Science Department, Universitat Jaume 1, spain Oriol pujol Dept. Matematica Aplicada i Analisi, Universitat de barcelona, spain and Nuria Agell ESADE Business school, Department of information Systems Management, Universitat Ramon Llull, spain lOS Press Amsterdam· Berlin· Tokyo· Washington,DC C 2014 The authors and IOs Press All rights rescrved. No part of this book may be reproduced, stored in a retrieval system or transmitted, in any form or by any means, without prior written permission from the publisher. ISBN978-1-61499-451-0(prin ISBN978-1-61499-452-7( online) Library of Congress Control Number: 2014951481 Publisher IOS Press bⅤ Nieuwe Hemweg 6B 1013 BG Amsterdam Netherlands fax:+31206870019 e-mail: orderaiospress nl Distributor in the usa and canada IOS Press. Inc 4502 Rachael Manor Drive Fairfax, VA 22032 USA fax:+17033233668 e-mail:iosbooks(aiospress.com LEGIAL NOTICD The publisher is not responsible for the use which might be made of the following information PRINTED IN THE NETHERLANDS Artificial Intelligence research and Development L. Museros et al. (Eds/ lOS Press. 2014 C 2014 The authors and lOs Press. All rights reserv Preface The Catalan Association for Artificial Intelligence(ACIA), created in 1994 as a non- profit association, aims primarily at fostering the cooperation among researchers from the catalan-speaking Artilicial Intelligence research community. In 1998, the first In ternational Conference of Artificial Intelligence (the CCIA) was organised at the Uni versilat Rovira i Virgili in the city of Tarragona. From then to now, the CCIA has been organised every year by the aCia together with a local committee, striving to take place in all the Catalan-speaking lands. Since then, the CCIA has been held in Girona (1999), Vilanova i la Geltru(2000), Barcelona (2001, 2004 ), Castello de la plar (2002), Mallorca(2003). L'Alguer(2005), Perpinya(2006), Andorra (2007), Sant Marti d'Empuries (2008), Cardona (2009), L 'Espluga de Francoli (2010), lleida (2011), Alacant(2012)and Vic(2013). The CCIa is now a consolidated forum of de- bate among Catalan-speaking researchers and colleagues from all around the worl This year the conference is being held in Barcelona, hosted by the Universitat de Barcelona, and organised by the Acia together with the Applied Mathematics and Analysis department of the hosting university. CCiA 2014 has been organised as a sin- gle-track conference consisting of high quality, previously unpublished papers on new and I research on Artificial Intelligence his volume contains 34 original contributions, which have been accepted for presentation at the Seventeenth International Conference of the Catalan Association of Artificial Intelligence(CCIA 2014), which will take place on October 22-24, 2014. All contributions have been reviewed by at least two referees. The papers have been organ ised around different topics providing a representative sample of the current state of the art in the Catalan Artificial Intelligence Community and of the collaboration between AClA members and the worldwide Al community As a novelty this year conference hosts the cognitive Science society(CSs) award to the best student paper on interdisciplinary work in the fields of Cognitive Sci- ld Artificial Intelligen We would like to express our sincere gratitude to all authors for making the con- ference and this book possible with their contributions and participation. We sincerely thank the members of the organizing committee for their effort in the preparation of this event, and all the members of the Scientific Committee for their help in the review- Ing process Special thanks go also to the two outstanding plenary speakers, Ramon Lopez de Mantaras and Leo Wanner, for their effort in preparing very interesting lectures, to Karina Gibert, former PC chair in CCIA 2013, for her help during this year and, last but not least, to Vicens Torra, president of ACIA, for his kind support and involvement ACIA is a member of FCCAL, the European Coordinating Committe for Artificial Intelligence http://www.acia.org http://cognitivesciencesociety.org We wish all participants a successful and inspiring conference and a pleasant stay in barcelona Lledo Museros Universitat jaume I Oriol Pujol, Universitat de barcelona Nuria Agell, ESADE Business School Conference Organization The CCIA 2014 Conference was organized by the Catalan Association for Artificial Intelligence General chail Agell ESADE BuSiness schoo Department of Information S ystems management Universitat Ramon Llull, spain Local Organizing Committee Chair Oriol Pujo Dept. Matematica Aplicada i Analisi Universitat de barcelona, Spain Scientific committee chair Lledo museros Engineering and Computer Science Department University Jaume l, Spain Scientific committee Nuria Agell (ESADE-URL) Maite Lopez sanchez qub Isabel AguilO qUIB) Felip Manya(IIIA-CSIC) Rene alquezar ( upc Carles mateu (udL) Cecilio Angulo(UPC) Joaquim Melendez (udg) Carlos Ansotegui (UdL) Pedro meseguer (lllA-CSIC) Josep argelich(UdL) Antonio Moreno (URV) Eva Armengol (IIIA) Lledo Museros(UJI) Federico Barber(UPV) Angela Nebot(UPC) Ramon Bejar(UdL Eva Onaindia(upv) Miquel Bofill (Udg) Jose Oncina(Ua) Maria Luisa bonet (upc) Mihaela Oprea(U. ploiesti, Romania) Vicent Botti (UPV) Jordi planes(udl) Didac Busquets(Imperial College London) Domenec Puig(URV) Carlos Carrascosa(UPV Oriol Pujol vila (ub) Pompeu Casanovas (UAB) Josep puyol gruart(IIIA-CSIC) Miguel Cazorla UA) Petia Radeva qUaB Hubie Chen(/EhU Ibervasque David rian (Urv) Dante Conti qULA, venezuela) Andrea Rizzoli (idsia, suissa Ulises Cortes (UPC) Horacio rodriguez(UPC) Pilar Dellunde(IIIA-CSIC) Francisco J. Ruiz (UPC) Sergio Escalera (UB Jordi sabater mir(IIIA-CSIC) Zoe Falomir (U. Bremen, Alem) L Salvador Sanchez. Garreta(UJD Ricard Gavalda (UPC) Miquel Sanchez Marre (UPC) Ana garcia Fornes(UPV) Ismael Sanz (UJi) Karina Gibert(UPC) Ricardo Toledo qUAB) Elisabet Golobardes (URL Vicens Torra(IIIA-CSIC) Jose manuel Nesta (UA) Carme Torras(IrI-CSIC/UPC) Anders Jonsson (UPF) Aida Valls (URv Ⅴ icente julian(UPV) Maria VanreIl (UAB) Mikhail Kanevski ( UNIL, suissa Mateu Villaret ( UdG) Jordi levy(IIlA-csic JordiⅤ itria(UB) Ramon lopez de mantaras(ilia-csic) Franz Wotawa(U. Graz, austria) Beatriz Lopez (udG) Local Organizing Committee Oriol Pujol, Universitat de barcelona Lluis garrido. Universitat de barcelona Sergio escalera, Universitat de barcelona Simone balocco universitat de barcelona Maria salamo Universitat de barcelona Inmaculada rodriguez, Universitat de barcelona Victor Ponce. Universitat de barcelona Eloi puertas. Universitat de barcelona Alex pardo. Universitat de barcel Albert Clapes, Universitat de barcelona Antonio hernandez. Universitat de barcelona Miguel Angel bautista, Universitat de barcelo silat de barcelor Petia radeva Universitat de barcelona Laura lgual, universitat de barcelona Organizing Institutions acla B Universitat de barcelona Contents Preface Lledo Museros, Oriol Pujol and Nuria agell Conference Organization V11 Machine Learning Approximate Policy Iteration with Bellman Residuals Minimization Gennaro Esposito and Mario Martin A Randomized Algorithm for Exact Transduction Gennaro Esposito and Mario Martin Comparing Feature-Based and Distance-Based Representations for Classification Similarity learning Emilia lopez-inesta, Francisco Grimaldo and miguel Arevalillo-Herraez Computer vision I Bag-of-Tracklets for Person Tracking in Life-Logging Data Maedeh aghaei and petia radeva Improving Autonomous Underwater Grasp Specification Using Primitive Shape Fitting in point clouds David Fornas, Jorge Sales, Antonio Penalver, Javier perez Javier fernandez and pedro san Emotions Classification Using Facial Action Units Recognition David Sanchez-Mendoza, David Masip and Agata lapedriza Decision Support Systems Intelligent System for Optimisation in Golf Course Maintenance 67 Gerard Pons, Marc Compta, Xavier Berjaga, Filippo lulli and Josep Maria Lope A Hierarchical Decision Support System to Evaluate the Effects of Climate Change in Water Supply in a Mediterranean River Basin Tzu Chi chao. Luis Del Vasto-Terrientes. Aida valls. Vikas kumar and Marta schuhmacher A Computational Creativity System to Support Chocolate Designers Decisions 8 Francisco Ruiz, Cristobal Raya, Albert sama and Nuria Agell
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