Ignacio Rojas Gonzalo Joya Joan Cabestany (Eds.) Advances in 2 0 Computational 9 7 S C Intelligence N L 12th International Work-Conference on Artificial Neural Networks, IWANN 2013 Puerto de la Cruz, Tenerife, Spain, June 2013 Proceedings, Part I 123 Lecture Notes in Computer Science 7902 CommencedPublicationin1973 FoundingandFormerSeriesEditors: GerhardGoos,JurisHartmanis,andJanvanLeeuwen EditorialBoard DavidHutchison LancasterUniversity,UK TakeoKanade CarnegieMellonUniversity,Pittsburgh,PA,USA JosefKittler UniversityofSurrey,Guildford,UK JonM.Kleinberg CornellUniversity,Ithaca,NY,USA AlfredKobsa UniversityofCalifornia,Irvine,CA,USA FriedemannMattern ETHZurich,Switzerland JohnC.Mitchell StanfordUniversity,CA,USA MoniNaor WeizmannInstituteofScience,Rehovot,Israel OscarNierstrasz UniversityofBern,Switzerland C.PanduRangan IndianInstituteofTechnology,Madras,India BernhardSteffen TUDortmundUniversity,Germany MadhuSudan MicrosoftResearch,Cambridge,MA,USA DemetriTerzopoulos UniversityofCalifornia,LosAngeles,CA,USA DougTygar UniversityofCalifornia,Berkeley,CA,USA GerhardWeikum MaxPlanckInstituteforInformatics,Saarbruecken,Germany Ignacio Rojas Gonzalo Joya Joan Gabestany (Eds.) Advances in Computational Intelligence 12th International Work-Conference onArtificial Neural Networks, IWANN 2013 Puerto de la Cruz, Tenerife, Spain, June 12-14, 2013 Proceedings, Part I 1 3 VolumeEditors IgnacioRojas UniversityofGranada DepartmentofComputerArchitecture andComputerTechnology 18071Granada,Spain E-mail:[email protected] GonzaloJoya UniversityofMalaga DepartmentofElectronicsTechnology 29071Malaga,Spain E-mail:[email protected] JoanGabestany UniversitatPolitecnicadeCatalunya DepartmentofElectronicsEngineering 08034Barcelona,Spain E-mail:[email protected] ISSN0302-9743 e-ISSN1611-3349 ISBN978-3-642-38678-7 e-ISBN978-3-642-38679-4 DOI10.1007/978-3-642-38679-4 SpringerHeidelbergDordrechtLondonNewYork LibraryofCongressControlNumber:2013938983 CRSubjectClassification(1998):J.3,I.2,I.5,C.2.4,H.3.4,D.1,D.2 LNCSSublibrary:SL1–TheoreticalComputerScienceandGeneralIssues ©Springer-VerlagBerlinHeidelberg2013 Thisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,re-useofillustrations,recitation,broadcasting, reproductiononmicrofilmsorinanyotherway,andstorageindatabanks.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965, initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsareliable toprosecutionundertheGermanCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,etc.inthispublicationdoesnotimply, evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevantprotectivelaws andregulationsandthereforefreeforgeneraluse. Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface We are proud to present the set of final accepted papers of the 12th edition of the IWANN conference—International Work-Conference on Artificial Neural Networks—heldinPuertodelaCruz,Tenerife(Spain),duringJune12–14,2013. IWANN is a biennial conference that seeks to provide a discussionforum for scientists,engineers,educators,andstudentsonthe latestideasandrealizations in the foundations, theory, models, and applications of hybrid systems inspired on nature (neural networks, fuzzy logic and evolutionary systems) as well as in emerging areas related to the above items. It also aims to create a friendly en- vironment that could lead to the establishment of scientific collaborations and exchanges among attendees. The proceedings include all the presented commu- nications at the conference. The publication of an extended version of selected papersinaspecialissueofseveralspecializedjournals(suchasNeurocomputing, Soft Computing and Neural Proccesing Letters) is also foreseen. Since the first edition in Granada (LNCS 540,1991),the conference has evolvedand matured. The list of topics in the successive Call for Papers has also evolved, resulting in the following list for the present edition: 1. Mathematical and theoretical methods in computational intelli- gence. Mathematics for neural networks. RBF structures. Self-organizing networksandmethods.Supportvectormachinesandkernelmethods.Fuzzy logic. Evolutionary and genetic algorithms. 2. Neurocomputationalformulations.Single-neuronmodelling.Perceptual modelling. System-level neural modelling. Spiking neurons. Models of bio- logical learning. 3. Learning and adaptation. Adaptive systems. Imitation learning. Recon- figurable systems. Supervised, non-supervised, reinforcement and statistical algorithms. 4. Emulationofcognitivefunctions.Decisionmaking.Multi-agentsystems. Sensor mesh. Natural language. Pattern recognition. Perceptual and motor functions (visual, auditory, tactile, virtual reality, etc.). Robotics. Planning motor control. 5. Bio-inspired systems and neuro-engineering. Embedded intelligent systems.Evolvablecomputing.Evolvinghardware.Microelectronicsforneu- ral, fuzzy and bioinspired systems. Neural prostheses. Retinomorphic sys- tems. Brain-computer interfaces (BCI). Nanosystems. Nanocognitive sys- tems. 6. Advanced topics in computational intelligence. Intelligent networks. Knowledge-intensive problem-solving techniques. Multi-sensor data fusion using computational intelligence. Search and meta-heuristics. Soft comput- ing. Neuro-fuzzy systems. Neuro-evolutionary systems. Neuro-swarm. Hy- bridization with novel computing paradigms. VI Preface 7. Applications.ExpertSystems.ImageandSignalProcessing.Ambientintel- ligence.Biomimetic applications.Systemidentification,processcontrol,and manufacturing.ComputationalBiologyandbioinformatics.Parallelanddis- tributed computing. Human-computer Interaction, Internet modeling, com- munication and networking. Intelligent systems in education. Human-robot interaction. Multi-agent Systems. Time series analysis and prediction. Data mining and knowledge discovery. At the end of the submission process, and after a careful peer review and eval- uation process (each submission was reviewedby at least 2, and on average2.9, ProgramCommitteemembersoradditionalreviewers),116paperswereaccepted for oral or poster presentation, according to the recommendations of reviewers and the authors’ preferences. It is important to note, that for the sake of consistency and readability of the book, the presented papers are not organized as they were presented in the IWANN 2013 sessions, but are classified into 16 chapters. The organization of thepapersisintwovolumesarrangedfollowingthetopicslistincludedinthecall for papers. The first volume (LNCS 7902), entitled Advances in Computational Intelligence.PartIisdividedintoninemainpartsandincludesthecontributions on: 1. Invited Talks to IWANN 2013 2. Applications of Computational Intelligence 3. Hybrid Intelligent Systems 4. Kernel Methods and SVM 5. Learning and Adaptation 6. Mathematical and Theorical Methods in Computational Intelligence 7. Data Mining with Evolutionary Computation and ANN 8. Self-Organizing Network 9. Advances in Computational intelligence In the second volume (LNCS 7903), entitled Advances in Computational Intel- ligence. Part II is divided into seven main parts and includes the contributions on: 1. Metaheuristics 2. Bioinformatics/Biomedicine in Computational Intelligence 3. Fuzzy Logic and Soft Computing Applications 4. Artificial Intelligence and Games 5. Biological and Bio-inspired Dynamical Systems for Computational Intelli- gence 6. Brain-Computer Interfaces and Neurotechnologies 7. Video and Image Processing The 12th edition of the IWANN conference was organized by the University of Granada, University of Malaga, Polytechnical University of Catalonia, and University of La Laguna, together with the Spanish Chapter of the IEEE Com- putational Intelligence Society. We wish to thank to the Spanish Ministerio de Preface VII Ciencia e Innovacion and the University of La Laguna for their support and grants. We would also like to express our gratitude to the members of the different committeesfortheirsupport,collaboration,andgoodwork.Weespeciallythank the Local Committe, Program Committe, the reviewers, and special session or- ganizers.Finally,wewanttothankSpringer,andespeciallyAlfredHoffmanand Anna Kramer for their continuous support and cooperation. June 2013 Ignacio Rojas Gonzalo Joya Joan Cabestany Organization Program Committee Leopoldo Acosta Vanessa Aguiar-Pulido University of Corun˜a Arnulfo Alanis Garza Instituto Tecnologico de Tijuana Ali Fuat Alkaya Amparo Alonso-Betanzos University of A Corun˜a Juan Antonio Alvarez-Garc´ıa University of Seville Jhon Edgar Amaya University of Tachira (UNET) Gabriela Andrejkova Cesar Andres Universidad Complutense de Madrid Miguel Angel Lopez Anastassia Angelopoulou University of Westminster Plamen Angelov Lancaster University Davide Anguita University of Genoa Cecilio Angulo Universitat Politcnica de Catalunya Angelo Arleo CNRS - University Pierre and Marie Curie Paris VI Corneliu Arsene SC IPA SA Miguel Atencia Jorge Azor´ın-Lo´pez University of Alicante Davide Bacciu University of Pisa Javier Bajo Universidad Polit´ecnica de Madrid Juan Pedro Bandera Rubio ISIS Group, University of Malaga Cristian Barru´e Technical University of Catalunya Andrzej Bartoszewicz Technical University of Lodz Bruno Baruque University of Burgos David Becerra Alonso University of the West of Scotland Llu´ıs Belanche UPC Sergio Bermejo UPC Julio Brito Joan Cabestany Universitat Politecnica de Catalunya Inma P. Cabrera University of Malaga Tomasa Calvo Universidad de Alcala Jose Luis Calvo Rolle Universidad de A Corunha Francesco Camastra University of Naples Parthenope Carlos Carrascosa GTI-IA DSIC Universidad Politecnica de Valencia Luis Castedo Universidad de A Corun˜a Pedro Castillo UGR X Organization Andreu Catala´ Ana Cavalli GET/INT Miguel Cazorla University of Alicante Iwann Chair University of Granada, Spain Jesus Cid-Sueiro Universidad Carlos III de Madrid Maximo Cobos Universidad de Valencia Valentina Colla Scuola Superiore S. Anna Pablo Cordero Universidad de Ma´laga Oscar Cordon University of Granada Francesco Corona TKK Ulises Cortes UPC Carlos Cotta University of Malaga Marie Cottrell SAMM Universit´e Paris 1 Panth´eon-Sorbonne Rau´l Cruz-Barbosa Universidad Tecnolo´gica de la Mixteca Manuel Cruz-Ram´ırez University of Co´rdoba Erzs´ebet Csuhaj-Varju´ Eo¨tvo¨s Lora´nd University Daniela Danciu University of Craiova Suash Deb C.V. Raman College of Engineering Angel Pascual Del Pobil Universitat Jaume I Enrique Dominguez University of Malaga Julian Dorado Universidade da Corun˜a Abrahan Duarte Richard Duro Universidade da Coruna Gregorio D´ıaz University of Castilla - La Mancha Emil Eirola Aalto University Patrik Eklund Umea University Javier Fernandez De Canete University of Malaga Francisco Fernandez De Vega Universidad de Extremadura Alberto Fernandez Gil University Rey Juan Carlos Enrique Fernandez-Blanco University of A Corun˜a Manuel Ferna´ndez Carmona Universidad de Ma´laga Antonio J. Ferna´ndez Leiva Universidad de Ma´laga Francisco Fern´andez Navarro University of Co´rdoba Carlos Ferna´ndez-Lozano Universidade da Corun˜a Jose Manuel Ferrandez Universidad Politecnica de Cartagena Ricardo Ferreira Nove de Julho University An´ıbal R. Figueiras-Vidal Universidad Carlos III de Madrid Oscar Fontenla-Romero University of A Corun˜a Colin Fyfe University of the West of Scotland Rodolfo Garcia Bermudez Carlos Garcia Puntonet Granada University Juan M Garcia-Gomez UPV Francisco Garcia-Lagos Universidad de Malaga Jose Garcia-Rodriguez University of Alicante Patricio Garc´ıa B´aez Universidad de La Laguna Organization XI Pablo Garc´ıa Sa´nchez University of Granada Maribel Garc´ıa-Arenas Universidad de Granada Patrick Garda Universit´e Pierre et Marie Curie - Paris 6 Peter Gloesekoetter Muenster University of Applied Sciences Juan Gomez Romero Universidad Carlos III de Madrid Juan Gorriz University of Granada Karl Goser Technical University Dortmund Bernard Gosselin University of Mons Manuel Grana University of Basque Country Bertha Guijarro-Berdin˜as University of A Corun˜a Nicola´s Guil Mata University of Ma´laga Alberto Guillen University of Granada Barbara Hammer Barbara Hammer Yadira Hernandez Francisco Herrera University of Granada A´lvaro Herrero University of Burgos Cesar Hervas Tom Heskes Radboud University Nijmegen Wei-Chiang Hong Oriental Institute of Technology Pedro Isasi University Carlos III of Madrid Jose M. Jerez Universidad de M´alaga M. Dolores Jimenez-Lopez Rovira i Virgili University Juan Luis Jim´enez Laredo University of Granada Gonzalo Joya Vicente Julian GTI-IA DSIC UPV Christian Jutten University of Grenoble Paul Keether Fernando L. Pelayo University of Castilla - La Mancha Alberto Labarga University of Granada Raul Lara Cabrera Nuno Lau Universidade de Aveiro Amaury Lendasse Aalto University Miguel Lopez University of Granada Otoniel Lopez Granado Miguel Hernandez University Rafael Marcos Luque Baena University of Ma´laga, Spain Ezequiel L´opez-Rubio University of Ma´laga Kurosh Madani LISSI/Universit´ePARIS-ESTCreteil(UPEC) Mario Martin Universitat Politecnica de Catalunya Bonifacio Martin Del Brio University of Zaragoza Jose D. Martin-Guerrero University of Valencia Luis Mart´ı Universidad Carlos III de Madrid Francisco Mart´ınez Estudillo ETEA Jos´e Luis Mart´ınez Mart´ınez Universty of Castilla-La Mancha Jos´e Fco. Mart´ınez-Trinidad INAOE