Distributed Computing and Artificial Intelligence, 11th International Conference PDF
Preview Distributed Computing and Artificial Intelligence, 11th International Conference
Advances in Intelligent Systems and Computing 290 Sigeru Omatu · Hugues Bersini Juan M. Corchado · Sara Rodríguez Paweł Pawlewski · Edgardo Bucciarelli Editors Distributed Computing and Artifi cial Intelligence, 11th International Conference Advances in Intelligent Systems and Computing Volume 290 Serieseditor JanuszKacprzyk,PolishAcademyofSciences,Warsaw,Poland e-mail:[email protected] Forfurthervolumes: http://www.springer.com/series/11156 AboutthisSeries The series “Advances in Intelligent Systems and Computing” contains publications on theory, applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtuallyall disciplinessuch asengineering, natural sciences, computer and informationscience, ICT,eco- nomics,business,e-commerce,environment,healthcare,lifesciencearecovered.Thelistoftop- icsspansalltheareasofmodernintelligentsystemsandcomputing. The publications within “Advances in Intelligent Systems and Computing” are primarily textbooksandproceedingsofimportantconferences,symposiaandcongresses.Theycoversig- nificant recent developments in the field, both of a foundational and applicable character. An importantcharacteristicfeatureoftheseriesistheshortpublicationtimeandworld-widedistri- bution.Thispermitsarapidandbroaddisseminationofresearchresults. AdvisoryBoard Chairman NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India e-mail:[email protected] Members RafaelBello,UniversidadCentral“MartaAbreu”deLasVillas,SantaClara,Cuba e-mail:[email protected] EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain e-mail:[email protected] HaniHagras,UniversityofEssex,Colchester,UK e-mail:[email protected] LászlóT.Kóczy,SzéchenyiIstvánUniversity,Gyo˝r,Hungary e-mail:[email protected] VladikKreinovich,UniversityofTexasatElPaso,ElPaso,USA e-mail:[email protected] Chin-TengLin,NationalChiaoTungUniversity,Hsinchu,Taiwan e-mail:[email protected] JieLu,UniversityofTechnology,Sydney,Australia e-mail:[email protected] PatriciaMelin,TijuanaInstituteofTechnology,Tijuana,Mexico e-mail:[email protected] NadiaNedjah,StateUniversityofRiodeJaneiro,RiodeJaneiro,Brazil e-mail:[email protected] NgocThanhNguyen,WroclawUniversityofTechnology,Wroclaw,Poland e-mail:[email protected] JunWang,TheChineseUniversityofHongKong,Shatin,HongKong e-mail:[email protected] · Sigeru Omatu Hugues Bersini · Juan M. Corchado Sara Rodríguez · Paweł Pawlewski Edgardo Bucciarelli Editors Distributed Computing and Artificial Intelligence, 11th International Conference ABC Editors SigeruOmatu SaraRodríguez FacultyofEngineering FacultyofScience OsakaInstituteofTechnology DepartmentofComputingScience Osaka andControl Japan UniversityofSalamanca Salamanca HuguesBersini Spain UniversitéLibredeBruxelles Brussels PawełPawlewski Belgium FacultyofEngineeringManagement PoznanUniversityofTechnology JuanM.Corchado Poznan FacultyofScience Poland DepartmentofComputingScienceand Control EdgardoBucciarelli UniversityofSalamanca Dep.PPEQS,SectionofEconomicsand Salamanca QuantitativeMethods Spain UniversityofChieti-Pescara Pescara Italy ISSN2194-5357 ISSN2194-5365 (electronic) ISBN978-3-319-07592-1 ISBN978-3-319-07593-8 (eBook) DOI10.1007/978-3-319-07593-8 SpringerChamHeidelbergNewYorkDordrechtLondon LibraryofCongressControlNumber:2014939945 (cid:2)c SpringerInternationalPublishingSwitzerland2014 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe materialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broad- casting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformationstorage andretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknown orhereafterdeveloped.Exemptedfromthislegalreservationarebriefexcerptsinconnectionwithreviews orscholarly analysis ormaterial suppliedspecifically forthepurposeofbeingentered andexecuted ona computersystem,forexclusive usebythepurchaser ofthework.Duplication ofthis publication orparts thereofispermittedonlyundertheprovisionsoftheCopyrightLawofthePublisher’slocation,initscur- rentversion,andpermissionforusemustalways beobtained fromSpringer. Permissionsforusemaybe obtainedthroughRightsLinkattheCopyrightClearanceCenter.Violationsareliabletoprosecutionunder therespectiveCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Whiletheadviceandinformationinthisbookarebelievedtobetrueandaccurateatthedateofpublication, neither the authors northe editors nor the publisher can accept any legal responsibility for any errors or omissionsthatmaybemade.Thepublishermakesnowarranty,expressorimplied,withrespecttothematerial containedherein. Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface Artificial intelligence is changing our society. Its application in distributed environ- ments, such as internet, electronic commerce, environment monitoring, mobile com- munications,wirelessdevices,distributedcomputing,tomentiononlyafew,iscontin- uouslyincreasing,becominganelementofhighaddedvaluewithsocialandeconomic potential,inindustry,qualityoflifeandresearch.Thesetechnologiesarechangingcon- stantly as a result of the large research and technical effort being undertaken in both universitiesandbusinesses. The11th InternationalSymposiumonDistributedComputingandArtificialIntelli- gence 2014 (DCAI 2014) is a forum to present applications of innovative techniques forsolvingcomplexproblemsintheseareas.Theexchangeofideasbetweenscientists and technicians from both the academic and industrial sector is essential to facilitate the developmentof systems thatcan meetthe ever-increasingdemandsof today’sso- ciety.Thepresenteditionbringstogetherpastexperience,currentworkandpromising futuretrendsassociatedwithdistributedcomputing,artificialintelligenceandtheirap- plication in orderto provideefficientsolutionsto real problems.This conferenceis a stimulating and productive forum where the scientific community can work towards futurecooperationinDistributedComputingandArtificialIntelligenceareas. Nowadaysitiscontinuingtogrowandprosperinitsroleasoneofthepremiercon- ferencesdevotedtothequicklychanginglandscapeofdistributedcomputing,artificial intelligenceandtheapplicationofAItodistributedsystems.Thisyear’stechnicalpro- gramwillpresentbothhighqualityanddiversity,withcontributionsinwell-established and evolving areas of research. Specifically, 75 papers were submitted from over 21 differentcountries(Algeria,Brazil,China,Croatia,CzechRepublic,Denmark,France, Germany,Ireland,Italy,Japan,Malaysia,Mexico,Poland,Portugal,RepublicofKorea, Spain,Taiwan,Tunisia,Ukraine,UnitedKingdom),representingatruly“wideareanet- work”ofresearchactivity.TheDCAI’14technicalprogramhasselected64papersand, asin pasteditions,itwillbespecialissuesinjournalssuchasNeurocomputing,Jour- nalofArtificialIntelligence(IJAI),theInternationalJournalofImagingandRobotics (IJIR)andtheInternationalJournalofInteractiveMultimediaandArtificialIntelligence (IJIMAI).Thesespecialissueswillcoverextendedversionsofthemosthighlyregarded works. Moreover,DCAI’14 SpecialSessions have been a very usefultool in orderto VI Preface complementtheregularprogramwithneworemergingtopicsofparticularinterestto theparticipatingcommunity.SpecialSessionsthatemphasizeonmulti-disciplinaryand transversalaspects,suchasAI-drivenmethodsforMultimodalNetworksandProcesses ModelingandMulti-AgentsMacroeconomicshavebeenespeciallyencouragedandwel- come. Thissymposiumhasbeenorganizedby the Bioinformatics,IntelligentSystem and Educational Technology Research Group (http://bisite.usal.es/) of the University of Salamanca. The present edition was held in Salamanca, Spain, from 4th to 6th June 2014. Wethankthesponsors(Indra,INSA-IngenieríadeSoftwareAvanzadoS.A.,IBM, JCyL,IEEESystemsManandCyberneticsSocietySpain,AEPIAAsociaciónEspañola paralaInteligenciaArtificial,APPIAAssociaçãoPortuguesaParaaInteligênciaArti- ficial,CNRSCentrenationaldelarecherchescientifique),theMinisteriodeEconomía y Competitividad (Spain) with the project Sociedades Humano-Agente: Inmersión, AdaptaciónySimulación(TIN2012-36586-C03-03-Projectco-financedwithFEDER funds),andfinally,theLocalOrganizationmembersandtheProgramCommitteemem- bersfortheirhardwork,whichwasessentialforthesuccessofDCAI’14. Salamanca SigeruOmatu June2014 HuguesBersini JuanM.Corchado SaraRodríguez PawełPawlewski EdgardoBucciarelli(Eds.) Organization General Chairs JoséM.Molina UniversidadCarlosIIIdeMadrid,Spain JamesLlinas StateUniversityofNewYork,USA AndrePoncedeLeonF.de Carvalho UniversityofSaoPauloatSaoCarlos,Brazil AjithAbraham NorwegianUniversityofScienceand Technology HonoraryChairman MasatakaInoue PresidentofOsakaInstituteofTechnology, Japan Scientific Committee SigeruOmatu(Chairman) OsakaInstituteofTechnology,Japan HuguesBersini(Co-Chairman) UniversitéLibredeBruxelles,Belgium AdrianaGiret PolitechnichUniversityofValencia,Spain AlbertoFernández UniversityReyJuanCarlos,Spain ÁlvaroHerrero UniversityofBurgos,Spain AnaCarolinaLorena FederalUniversityofABC,Brazil ÂngeloCosta UniversityofMinho,Portugal AntonioMoreno UniversityRovirayVirgili,Spain AntonioManueldeJesús Pereira LeiriaPolytechnicInstitute,Portugal AraceliSanchís UniversityCarlosIIIofMadrid,Spain B.CristinaPelayo García-Bustelo UniversityofOviedo,Spain BiancaInnocenti UniversityofGirona,Spain BogdanGabrys BournemouthUniversity,UK VIII Organization BrunoBaruque UniversityofBurgos,Spain CarinaGonzález UniversityofLaLaguna,Spain CarlosCarrascosa PolitechnichUniversityofValencia,Spain CarmenBenavides UniversityofLeon,Spain DanielGlez-Peña UniversityofVigo,Spain DavidGriolBarres UniversityCarlosIIIofMadrid,Spain DavideCarneiro UniversityofMinho,Portugal DídacBusquets UniversityofGirona,Spain DongshikKang RyukyuUniversity,Japan EladioSanz UnversityofSalamanca,Spain EleniMangina UniversityCollegeDublin,Ireland EmilioCorchado UniversityofBurgos,Spain EugenioAguirre UniversityofGranada,Spain EugénioOliveira UniversityofPorto,Portugal EvelioJ.González UniversityofLaLaguna,Spain FaraónLlorensLargo UniversityofAlicante,Spain FernandoDíaz UnivesityofValladolid,Spain FidelAznarGregori UniversityofAlicante,Spain FlorentinoFdez-Riverola UniversityofdeVigo,Spain FranciscoPujolLópez PolytechnicUniversityofAlicante,Spain FumiakiTakeda KochiInstituteofTechnology,Japan GermánGutiérrez UniversityCarlosIII,Spain GrzegorzBocewicz KoszalinUniversityoftechnology,Poland HelderCoelho UniversityofLisbon,Portugal GustavoSantos UniversityofSalamanca,Spain IvanLópezArévalo Lab.ofInformationT.Cinvestav,Mexico JamalDargham UniversityofMalaysia,Saba,Malaysia JavierCarbó UniversityCarlosIIIofMadrid,Spain JavierMartínezElicegui TelefónicaI+D,Spain JesúsGarcíaHerrero UniversityCarlosIIIofMadrid,Spain JoaoGama UniversityofPorto,Portugal JohanLilius ÅboAkademiUniversity,Finland JoséR.Villar UniversityofOviedo,Spain JuanA.Botía UniversityofMurcia,Spain JuanPavón ComplutenseUniversityofMadrid,Spain JoséM.Molina UniversityCarlosIIIofMadrid,Spain JoséR.Méndez UniversityofVigo,Spain JoséV.Álvarez-Bravo UniversityofValladolid,Spain JosephGiampapa CarnegieMellon,USA JuanManuelCuevaLovelle UniversityofOviedo,Spain JuanGómezRomero UniversityCarlosIIIofMadrid,Spain KazutoshiFujikawa NaraInstituteofScienceandTechnology, Japan Organization IX LourdesBorrajo UniversityofVigo,Spain LuisAlonso UniversityofSalamanca,Spain LuisCorreia UniversityofLibon,Portugal LuisF.Castillo AutonomousUniversityofManizales,Colombia LuísLima PolytechnicofPorto,Portugal ManuelGonzález-Bedia UniversityofZaragoza,Spain ManuelPegalajarCuéllar UniversityofGranada,Spain ManuelResinas UniversityofSevilla,Spain MarcilioSouto FederalUniversityofRioGrandedoNorte, Brazil MargaridaCardoso ISCTE,Portugal MariadelMarPujolLópez UniversityofAlicante,Spain MasanoriAkiyoshi OsakaUniversity,Japan MasaruTeranishi HiroshimaInstituteofTechnology,Japan MichifumiYoshioka OsakaPrefectureUniversity,Japan MiguelDelgado UniversityofGranada,Spain MiguelÁngelPatricio UniversityCarlosIIIofMadrid,Spain MiguelRebollo UniversityofVigo,Spain MiguelA.Vega-Rodriguez UniversityofExtremadura,Spain MohdSaberiMohamad UniversityofTechnologyMalaysia,Malaysia MichaelZaki UniversityRostok,Germany NokiMori OsakaPrefectureUniversity,Japan NorihisaKomoda OsakaUniversity,Japan PauloNovais PolytechnicUniversityofMinho,Portugal PawelPawlewski PoznanUniversityofTechnology,Poland PeterFobrig UniversityRostok,Germany IchiroSatoh NationalInstituteofInformatics,Japan RafaelCorchuelo CatholicUniversityofSevilla,Spain RamónRizo UniversityofAlicante,Spain RenéLeistikow UniversityRostok,Germany RicardoCampello UniversityofSaoPaulo,Brazil RicardoCosta PolytechnicofPorto,Portugal RubénFuentes ComplutenseUniversityofMadrid,Spain RuiCamacho UniversityofPorto,Portugal SebastianAhrndt TechnischeUniversitätBerlin,Germany SebastianBader UniversityofRostock,Germany SeiichiOzawa KobeUniversity,Japan SeijiIto HiroshimaInstituteofTechnology,Japan SeyedsaeidMirkamali UniversityofMysore,India ShanmugasundaramHariharan B.S.AbdurRahmanUniversityVandalur,India SilvanaAciar UniversityofGirona,Spain
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