Advances in Artificial Intelligence: 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2013, Madrid, Spain, September 17-20, 2013. Proceedings PDF
Preview Advances in Artificial Intelligence: 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2013, Madrid, Spain, September 17-20, 2013. Proceedings
Concha Bielza Antonio Salmerón Amparo Alonso-Betanzos J. Ignacio Hidalgo Luis Martínez Alicia Troncoso Emilio Corchado Juan M. Corchado (Eds.) 9 Advances in 0 1 8 AI Artificial Intelligence N L 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2013 Madrid, Spain, September 2013, Proceedings 123 Lecture Notes in Artificial Intelligence 8109 Subseries of Lecture Notes in Computer Science LNAISeriesEditors RandyGoebel UniversityofAlberta,Edmonton,Canada YuzuruTanaka HokkaidoUniversity,Sapporo,Japan WolfgangWahlster DFKIandSaarlandUniversity,Saarbrücken,Germany LNAIFoundingSeriesEditor JoergSiekmann DFKIandSaarlandUniversity,Saarbrücken,Germany Concha Bielza Antonio Salmerón AmparoAlonso-Betanzos J. Ignacio Hidalgo Luis Martínez Alicia Troncoso Emilio Corchado Juan M. Corchado (Eds.) Advances in Artificial Intelligence 15th Conference of the SpanishAssociation forArtificial Intelligence, CAEPIA 2013 Madrid, Spain, September 17-20, 2013 Proceedings 1 3 VolumeEditors ConchaBielza AntonioSalmerón UniversidadPolitécnicadeMadrid UniversidaddeAlmería 28660Madrid,Spain 04120Almería,Spain E-mail:mcbielza@fi.upm.es E-mail:[email protected] AmparoAlonso-Betanzos J.IgnacioHidalgo UniversidaddeACoruña UniversidadComplutensedeMadrid 15071ACoruña,Spain 28040Madrid,Spain E-mail:[email protected] E-mail:[email protected] LuisMartínez AliciaTroncoso UniversidaddeJaén UniversidadPablodeOlavide 23071Jaén,Spain 41013Sevilla,Spain E-mail:[email protected] E-mail:[email protected] EmilioCorchado JuanM.Corchado UniversidaddeSalamanca UniversidaddeSalamanca 37008Salamanca,Spain, 37008Salamanca,Spain E-mail:[email protected] E-mail:[email protected] ISSN0302-9743 e-ISSN1611-3349 ISBN978-3-642-40642-3 e-ISBN978-3-642-40643-0 DOI10.1007/978-3-642-40643-0 SpringerHeidelbergNewYorkDordrechtLondon LibraryofCongressControlNumber:2013946545 CRSubjectClassification(1998):I.2,F.1,I.4,H.3-4,F.2,C.2 LNCSSublibrary:SL7–ArtificialIntelligence ©Springer-VerlagBerlinHeidelberg2013 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology nowknownorhereafterdeveloped.Exemptedfromthislegalreservationarebriefexcerptsinconnection withreviewsorscholarlyanalysisormaterialsuppliedspecificallyforthepurposeofbeingenteredand executedonacomputersystem,forexclusiveusebythepurchaserofthework.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheCopyrightLawofthePublisher’slocation, initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Permissionsforuse maybeobtainedthroughRightsLinkattheCopyrightClearanceCenter.Violationsareliabletoprosecution undertherespectiveCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Whiletheadviceandinformationinthisbookarebelievedtobetrueandaccurateatthedateofpublication, neithertheauthorsnortheeditorsnorthepublishercanacceptanylegalresponsibilityforanyerrorsor omissionsthatmaybemade.Thepublishermakesnowarranty,expressorimplied,withrespecttothe materialcontainedherein. Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface This volume contains a selection of the papers accepted for oral presentation at the 15th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2013), held in Madrid (Spain), during September 17-20, 2013. This was the 15th biennial conference in the CAEPIA series, which was started back in 1985. Previous editions took place in Madrid, Alicante, Ma´laga, Murcia, Gij´on, Donostia, Santiago de Compostela, Salamanca, Seville, and La Laguna. This editionofCAEPIAwascoordinatedwithvariousindependent conferences: IX Spanish Congress on Metaheuristics, Evolutive and Bioinspired Algorithms (MAEB 2013), IV Symposium of Fuzzy Logic and Soft Computing (LFSC), VII Symposium of Data Mining Theory and Applications (TAMIDA 2013), In- formation Fusion 2013 (FINO 2013) and Agent and Multiagent Systems: From TheorytoPractice(ASMas).ThisiswhythistimetheconferenceiscalledMulti- Conference CAEPIA, as a sign of the strong tie between all Spanish artificial intelligence (AI) researchers. Moreover, this year CAEPIA was held within the IV Spanish Congress on Informatics (CEDI 2013). CAEPIAisaforumopentoworldwideresearcherstopresentanddiscusstheir last scientific and technological advances in AI. Its main aims are to facilitate the dissemination of new ideas and experiences, to strengthen the links among the different research groups, and to help spread new developments to society. All perspectives –theory, methodology, and applications– are welcome. Apartfromthepresentationoftechnicalfullpapers,thescientificprogramof CAEPIA2013includedtwoinvitedlectures,aDoctoralConsortiumand,forthe first time, a special session on outstanding recent papers (Key Works) already published in journals or forums of renowned reputation. With the permanent goalofmaking CAEPIAa high-qualityconference, and followingthemodelofcurrentdemandingAIconferences,theCAEPIAProgram Chairs organized the review process as follows. The Scientific Committee was structured in two levels. At the first level the AI knowledge was distributed in 11 areas and a Track Chair was assigned for each one. These Track Chairs are well-knownmembers of the AI community affiliated to Spanish universities and research centers. At the second level there was a ProgramCommittee with 116 members(37non-Spanishinstitutions). Allpaperswerecarefullypeer-reviewed, sometimeswiththesupportofadditionalreviewers.Therewere19additionalre- viewers(eightnon-Spanishinstitutions).Thereviewersjudgedtheoverallquality of the submitted papers, together with their originality and novelty, technical correctness,awarenessofrelatedwork,andqualityofpresentation.Thereviewers stated their confidence in the subject area in addition to detailed written com- ments. Eachpaper was assignedto at leastthree ProgramCommittee members who made the reviews(following the double-blind model), and to a TrackChair whosupervisedthesereviews.Onthe basisofthe reviews,the TrackChairsrec- VI Preface ommended paper acceptance or rejection to the CAEPIA ProgramChairs, who madethefinaldecisions.TheCAEPIAProgramChairschosetheBestCAEPIA Paper and the Best Reviewer, both awards acknowledgedby AEPIA. CAEPIA received66 submissions. Authors were requestedto mark their pa- per as candidate to be published in the LNAI volume. Out of the 66 submis- sions,48hadthis mark.Afterthe reviewprocess,27outofthesemarkedpapers were accepted for oral presentation and publication in this volume. Also, there weresubmissionsfor this volumefromthe otherassociatedconferences:17from MAEB2013(sixaccepted),10fromLFSC(fouraccepted),eightfromTAMIDA 2013 (two accepted), one from FINO 2013 (0 accepted) and two from ASMas (one accepted). These papers were reviewed under the same process and Scien- tific Committee as the previous CAEPIA papers. The Program Chairs of these conferences and the Chairs of the most related CAEPIA track also contributed to the review process. As a result, this volume contains 40 papers, each pre- sented in a 20-minute oral presentation during the conference. The papers were organized according to their topics. The two distinguished invited speakers were Francisco Herrera (ECCAI Fel- low,UniversityofGranada,Spain)andTomHeskes(Editor-in-Chiefofthescien- tific journal Neurocomputing, Radboud UniversityNijmegen, The Netherlands). FranciscoHerrerapresentedthemostrelevantaspectsofbigdata,thecharacter- istics of current libraries, and the challenges in the developmentof new scalable algorithms. Tom Heskes showed how Bayesian machine learning techniques can lead to a novel paradigm for brain–computer interfaces, the reconstruction of images based on fMRI activation, and network analysis from diffusion tensor imaging. The Doctoral Consortiumwas specially designed for the interactionbetween PhDstudentsandseniorresearchers.Ascientificpanelof12Spanishprofessorsin AIinteractedorallywiththestudentsontheirplansandpreliminaryresults.The Doctoral Consortium was a joint activity with all the conferences coordinated with CAEPIA, receiving 29 submissions. The Campus de Excelencia BioTICs ofthe GranadaUniversity sponsoredthe bestPhD workwith the GENIL prize, whereas AEPIA granted the next two best PhD proposals. The session on Key Works, also jointly held with the other five conferences, had 14 submissions. Recent works published in journals or forums of renown reputationduringtheperiod2011-2013wereallowedsoastospreadthemamong a wide audience from the AI community. Three senior members shaped the Selection Committee. The editors would like to thank everyone who contributed to the Multi- Conference CAEPIA 2013: the authors of the papers, the members of the Sci- entific Committee together with the additional reviewers, the invited speakers, andtheDoctoralConsortiumandKeyWorkssessionorganizers.Thanksarealso due to Luis Guerra, who designedthe website of the CAEPIA conference, man- aged the free EasyChair conference web system (http://www.easychair.org/), and compiled this volume. Final thanks go to the Organizing Committee (that Preface VII of CEDI included), the Complutense and Technical Universities of Madrid, the Springer team, our sponsors, and AEPIA for their support. June 2013 Concha Bielza Antonio Salmer´on Amparo Alonso-Betanzos Multi-Conference Organising J. Ignacio Hidalgo Luis Mart´ınez Alicia Troncoso Emilio Corchado Juan M. Corchado Organization Executive Committee Concha Bielza Technical University of Madrid, Spain Antonio Salmer´on University of Almer´ıa, Spain Amparo Alonso-Betanzos University of A Corun˜a, Spain Senior Program Committee Enrique Alba, Spain Emilio Corchado, Spain Ismael Garc´ıa Varea, Spain Lluis God´o, Spain Francisco Herrera, Spain Juan Huete, Spain Pedro Larran˜aga,Spain Pedro Meseguer, Spain Seraf´ın Moral, Spain Sascha Ossowski, Spain Filiberto Pla´, Spain Program Committee Enrique Alegre, Spain Cesare Alippi, Italy Alessandro Antonucci, Italy Rub´en Arman˜anzas, Spain Carlos Beltran, Italy Alexandre Bernardino, Portugal Christian Blum, Spain Blai Bonet, Venezuela Daniel Borrajo, Spain Juan Bot´ıa, Spain Vicent Botti, Spain Alberto Bugar´ın, Spain Humberto Bustince, Spain Pedro Cabalar, Spain Fidel Cacheda, Spain Jos´e M. Cadenas, Spain Borja Calvo, Spain Jos´e L. Calvo Rolle, Spain Andr´es Cano, Spain Pablo Castell, Spain Enric Cervera, Spain Carlos Chesn˜evar, Argentina Francisco Chicano, Spain Francisco Chiclana, UK Carlos Coello, Mexico Juan M. Corchado, Spain Oscar Cordo´n, Spain Carlos Cotta, Spain In´es Couso, Spain Fabio Crestani, Italy Sergio Damas, Spain Andre C.P.L.F. de Carvalho, Brazil Arjen de Vries, The Netherlands Mar´ıa J. del Jesu´s, Spain S. Irene D´ıaz, Spain Bernab´e Dorronsoro,France Richard Duro, Spain Marcelo Federico, Italy X Organization Juan M. Ferna´ndez-Luna, Spain Francesc Ferri, Spain Jo˜ao Gama, Portugal Jos´e A. G´amez, Spain Ismael Garc´ıa Varea, Spain Hector Geffner, Spain Karina Gibert, Spain Jorge Go´mez, Spain Manuel G´omez-Olmedo, Spain Juan M. Go´rriz, Spain Manuel Gran˜a, Spain Sergio Guadarrama, USA Luis Guerra, Spain Jos´e J. Guerrero, Spain Jos´e Herna´ndez-Orallo, Spain Enrique Herrera-Viedma, Spain C´esar Herva´s, Spain Juan Huete, Spain In˜aki Inza, Spain Pedro Isasi, Spain Vicente Julian, Spain Georges Katsirelos, France Ryszard Kowalczyk, Australia Daniel Le Berre, France Beatriz Lo´pez, Spain Maite Lo´pez, Spain David Losada, Spain Jos´e A. Lozano, Spain Francisco Luna, Spain Gabriel J. Luque, Spain Andrew MacFarlane, UK Nicolas Madrid, Czech Republic Lawrence Mandow, Spain Felip Manya, Spain Francesco Marcelloni, Italy Lluis M´arquez, Spain Carlos Mart´ınez, Spain Andr´es Masegosa, Spain Jesu´s Medina, Spain Bel´en Melia´n, Spain Pedro Meseguer, Spain Majid Mirmehdi, UK Jos´e M. Molina, Spain Rau´l Montoliu, Spain Eduardo Morales, Mexico Herman Ney, Germany Thomas Nielsen, Denmark Manuel Ojeda-Aciego, Spain Eugenio Oliveira, Portugal Daniel Ortiz, Spain Xos´e Pardo, Spain Juan Pavo´n, Spain Jos´e M. Pen˜a, Spain Rafael Pen˜aloza, Germany Hector Pomares, Spain Mike Preuss, Germany Jos´e M. Puerta, Spain H´ector Quintia´n, Spain Ram´on Rizo, Spain Luis Rodr´ıguez Ruiz, Spain Richard Rose, Canada Michael Rovatsos, Scotland Rafael Rumi, Spain Yvan Saeys, Belgium Angel Sappa, Spain Carles Sierra, Spain Dragan Simic, Serbia Vaclav Snasel, Czech Republic Thomas Stu¨tzle, Belgium Enrique Sucar, Mexico Marco Tomassini, Switzerland Mar´ıa I. Torres, Spain Javier Traver, Spain Alicia Troncoso, Spain Miguel A. Vega, Spain Sebasti´an Ventura, Spain Jos´e R. Villar, Spain Michal Wozniak, Poland Organization XI Additional Reviewers Carlos Agu¨ero, Spain Hanen Borchani, Spain Diego Fern´andez, Spain Vreixo Formoso, Spain Shima Gerani, Italy Daniel Guti´errez, Spain Giacomo Inches, Italy Monica Landoni, Italy Henrique Lopes, Portugal Parvaz Mahdabi, Italy Francisco Mart´ın, Spain Vicente Matella´n, Spain Luis Mat´ıas, Portugal Manuel Mucientes, Spain Jonathan Ortigosa-Herna´ndez, Spain Antonio Pereira, Portugal Josep Puyol-Gruart, Spain Alejandro Rituerto, Spain Ana Paula Rocha, Portugal Organizing Committee Multiconference CAEPIA 2013 was held within the Spanish Congress on Infor- matics(CEDI2013),whichwashostedbytheComplutenseUniversityofMadrid and the Technical University of Madrid. Sponsors – Asociaci´on Espan˜ola para la Inteligencia Artificial (AEPIA)
The list of books you might like
