Soft Computing Models in Industrial and Environmental Applications PDF
Preview Soft Computing Models in Industrial and Environmental Applications
Advances in Intelligent Systems and Computing 188 Editor-in-Chief Prof.JanuszKacprzyk SystemsResearchInstitute PolishAcademyofSciences ul.Newelska6 01-447Warsaw Poland E-mail:[email protected] Forfurthervolumes: http://www.springer.com/series/11156 Václav Snášel, Ajith Abraham, and Emilio S. Corchado (Eds.) Soft Computing Models in Industrial and Environmental Applications 7th International Conference, SOCO’12, Ostrava, Czech Republic, September 5th–7th, 2012 ABC Editors Prof.VáclavSnášel Prof.EmilioS.Corchado VŠB-TUOstrava UniversidaddeSalamanca Ostrava Salamanca CzechRepublic Spain Prof.AjithAbraham MachineIntelligenceResearchLabs (MIRLabs) ScientificNetworkforInnovation andResearchExcellence Auburn,Washington USA ISSN2194-5357 e-ISSN2194-5365 ISBN978-3-642-32921-0 e-ISBN978-3-642-32922-7 DOI10.1007/978-3-642-32922-7 SpringerHeidelbergNewYorkDordrechtLondon LibraryofCongressControlNumber:2012945408 (cid:2)c Springer-VerlagBerlinHeidelberg2013 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 ThisvolumeofAdvancesinIntelligentandSoftComputingcontainsacceptedpapers presentedatSOCO2012,heldinthebeautifulandhistoriccityofOstrava(CzechRe- public),inSeptember2012. Soft Computing represents a collection or set of computational techniques in ma- chinelearning,computerscienceandsomeengineeringdisciplines,whichinvestigate, simulate,andanalyzeverycomplexissuesandphenomena. After a throughpeer-review process, the SOCO 2012 InternationalProgram Com- mittee selected 76 papers which are published in these conference proceedings, and representsan acceptance rate of 38%. In this relevantedition a special emphasiswas puton the organizationof specialsessions. Three specialsessions were organizedre- lated to relevant topics as: Soft computing models for Control Theory & Applica- tions in Electrical Engineering, Soft Computing Models for Biomedical Signals and DataProcessingandAdvancedSoftComputingMethodsinComputerVisionandData Processing. Theselectionofpaperswasextremelyrigorousinordertomaintainthehighquality oftheconferenceandwewouldliketothankthemembersoftheProgramCommittees for their hard work in the reviewingprocess. This is a crucial processto the creation ofahighstandardconferenceandtheSOCOconferencewouldnotexistwithouttheir help. SOCO 2012 enjoyed outstanding keynote speeches by distinguished guest speak- ers:Prof.PonnuthuraiNagaratnamSuganthan,Prof.Jeng-ShyangPan,Prof.MariosM. Polycarpou,Prof.FannyKlettandMr.MilanKladnicek. Forthisspecialedition,asafollow-upoftheconference,weanticipatefurtherpubli- cationofselectedpapersinspecialissuesofprestigiousinternationaljournalasNeuro- computing(ELSEVIER),JournalofAppliedLogic(ELSEVIER)andNeuralNetwork World (Institute of Computer Science CAS in cooperation with the Czech Technical University,Prague,FacultyofTransportationSciences). Particular thanks go as well to the Conference main Sponsors, IT4Innovations, VSˇB-TechnicalUniversityof Ostrava, IEEE.- Systems, Man and CyberneticsSociety CzechoSlovakia,IEEE.-Systems,ManandCyberneticsSocietySpain,MIRlabs,Span- ishAssociationforArtificialIntelligence,IFCOLOGandMIDASprojectsupportedby VI Preface Spanish Ministry of Science and Innovation TIN2010-21272-C02-01(funded by the EuropeanRegionalDevelopmentFund). We would like to thank all the special session organizers, contributing authors, as wellasthemembersoftheProgramCommitteesandtheLocalOrganizingCommittee for their hard and highly valuable work. Their work has helped to contribute to the successoftheSOCO2012event. September2012 Va´clavSna´sˇel AjithAbraham EmilioS.Corchado Organization General Chair EmilioCorchado UniversityofSalamanca,Spain International AdvisoryCommittee AshrafSaad ArmstrongAtlanticStateUniversity,USA AmyNeustein LinguisticTechnologySystems,USA AjithAbraham MachineIntelligenceResearchLabs-MIRLabs, Europe JonG.Hall TheOpenUniversity,UK PauloNovais UniversidadedoMinho,Portugal AntonioBahamonde PresidentoftheSpanishAssociationforArtificial Intelligence,AEPIA MichaelGabbay KingsCollegeLondon,UK IsidroLaso-Ballesteros EuropeanCommissionScientificOfficer,Europe AdityaGhose UniversityofWollongong,Australia SaeidNahavandi DeakinUniversity,Australia HenriPierreval LIMOSUMRCNRS6158IFMA,France Industrial AdvisoryCommittee RajkumarRoy TheEPSRCCentreforInnovativeManufacturing inThrough-lifeEngineeringServices,UK AmyNeustein LinguisticTechnologySystems,USA JaydipSen InnovationLab,TataConsultancyServicesLtd., India Program CommitteeChair EmilioCorchado UniversityofSalamanca,Spain Va´clavSna´sˇel VSB-TechnicalUniversityofOstrava, CzechRepublic AjithAbraham VSB-TechnicalUniversityofOstrava, CzechRepublic VIII Organization Program Committee AbdelhamidBouchachia Alps-AdriaticUniversityofKlagenfurt,Austria AboulEllaHassanien CairoUniversity,Egypt AbrahamDuarte UniversityKingJuanCarlos,Spain AdilBaykasoglu UniversityofGaziantep,Turkey AlbertoFreitas UniversityofPorto,Portugal AlexanderGegov UniversityofPortsmouth,UK AlexisMarcano-Ceden˜o PolytechnicUniversityofMadrid,Spain A´lvaroHerrero UniversityofBurgos,Spain AmyNeustein LinguisticTechnologySystems,USA AnaAlmeida PolytechnicofPorto,Portugal AnaCarolinaLorena UniversidadeFederaldoABC,Brazil AnaCristinaBicharra UniversidadFederalFluminense,Brazil AnaGil UniversityofSalamanca,Spain Andre´CPLFdeCarvalho UniversityofSaˆoPaulo,Brazil AndreaSchaerf UniversityofUdine,Italy Andre´sPin˜o´nPazos UniversityofACoruna,Spain A´ngelArroyo UniversityofBurgos,Spain AnnaBartkowiak UniversityofWroclaw,InstofComputerScience, Poland AntonioArau´zoAzofra UniversityofCordoba,Spain AntonioBerlanga UniversityCarlosIIIofMadrid,Spain AntonioPeregr´ın UniversityofHuelva,Spain AshishUmre UniversityofSussex,UK AureliSoria-Frisch StarlabBarcelonaS.L.,Spain AyeleyTchangani UniversityofToulouseIII,France Bele´nVaquerizo UniversityofBurgos,Spain Benjam´ınOjeda-Magan˜a UniversityofGuadalajara,Spain BenoˆıtOtjacques PublicResearchCentre-GabrielLippmann, Luxembourg BernadettaKwintianaAne UniversityofStuttgart,Germany BhavyaAlankar HamdardUniversity BogdanGabrys BournemouthUniversity,UK BorjaSanzUrquijo UniversityofDeusto,Spain BrunoApolloni UniversityofMilan,Italy BrunoBaruque UniversityofBurgos,Spain CameliaChira Babes-BolyaiUniversity,Romania CarlosLaorden UniversityofDeusto,Spain CarlosPereira PolytechnicInstituteofCoimbra,Portugal CarlosRedondoGil UniversityofLeo´n,Spain CesarAnalide UniversidadedoMinho,Portugal Ce´sarHerva´s UniversityofCordoba,Spain Chia-ChenLin ProvidenceUniversity,Taiwan Organization IX CrinaGrosan Babes-BolyaiUniversity,Romania DanielEscorza InfranorSAS,Spain DanielaZaharie WestUniversityofTimisoara,Romania DarylHepting UniversityofRegina,Canada DavidGriol UniversityCarlosIIIofMadrid,Spain DavidMeehan DublinInstituteofTechnology,Ireland DavidOroGarcia HertaSecurity,Spain DiegoAndina UniversidadPolite´cnicadeMadrid,Spain DonaldDavendra VSB-TechnicalUniversityofOstrava, CzechRepublic DraganSimic UniversityofNoviSad,Serbia DusanHusek InstituteofComputerScienceAcademyof SciencesoftheCzechRepublic,CzechRepublic EduardoSolteiroPires UniversityofTra´s-os-MontesandAltoDouro, Portugal EleniMangina UniversityCollegeDublin,Ireland EnriqueHerrera-Viedma UniversityofGranada,Spain ErnestoDamiani UniversityofMilan,Italy EvaVolna UniversityofOstrava,CzechRepublic FannyKlett GermanWorkforceADLPartnershipLab, Germany FatosXhafa UniverstatPolite`cnicadeCatalunya,Spain FernandoGomide UniversityofCampinas,Brazil FlorentinoFerna´ndezRiverola UniversityofVigo,Spain FrancescoMarcelloni UniversityofPisa,Italy FrancescoMasulli UniversityofGenova,Italy FranciscoHerrera UniversityofGranada,Spain FranciscoMart´ınez Inmotia,Spain FrankKlawonn OstfaliaUniversityofAppliedSciences,Denmark FredericoG.Guimaraes UniversidadeFederaldeMinasGerais,Brazil GeorgiosCh.Sirakoulis DemocritusUniversityofThrace,Greece GeraldSchaefer LoughboroughUniversity,UK GreggVesonder UniversityofPennsylvania,USA GregorioSainz CARTIFTechnologicalCentre,Spain HaibinDuan BeihangUniversity,China HarleenKaur UnitedNationsUniversity-IIGH,Malaysia He´ctorQuintia´n UniversityofSalamanca,Spain HoriaNicolaiTeodorescu “GheorgheAsachi”TechnicalUniversityofIasi, Romania HumbertoBustince PublicUniversityofNavarra,Spain HusseinHiyassat Al-BaytUniversity,Jordan IgnacioRojas UniversityofGranada,Spain IgorSantos UniversityofDeusto,Spain IrinaPerfilieva UniversityofOstrava,CzechRepublic X Organization IvanZelinka VSB-TechnicalUniversityofOstrava, CzechRepublic JanPlatosˇ VSB-TechnicalUniversityofOstrava, CzechRepublic JanezBrest UniversityofMaribor,Slovenia JavierCarbo´ UniversityCarlosIIIofMadrid,Spain JavierNieves UniversityofDeusto,Spain JavierSedano Institutotecnolo´gicodeCastillayLeo´n,Spain JeanCaelen CNRS,laboratoireLIG JerzyGrzymala-Busse UniversityofKansas,USA Jesu´sGarc´ıa-Herrero UniversityCarlosIIIofMadrid,Spain Jesu´sLuna BarcelonaDigitalTechnologyCentre,Spain Jiˇr´ıDvorsky´ VSB-TechnicalUniversityofOstrava, CzechRepublic Jiˇr´ıPosp´ıchal SlovakUniversityofTechnology,Slovakia JonathanLee NationalCentralUniversity,Taiwan JorgeD´ıezPela´ez UniversityofOviedo,Spain JorgeLopes Brisa/IST Jose´ AlfredoF.Costa FederalUniversityofRioGrandedeNorte, Portugal Jose´ AntonioGo´mez UniversityofCastillalaMancha,Spain Jose´ AntonioLozano UniversityofPa´ısVasco,Spain Jose´ Fco.Mart´ınezTrinidad NationalInstituteforAstrophysics,Optics andElectronics,Spain Jose´ LuisCalvoRolle UniversityofACorun˜a,Spain Jose´ ManuelBen´ıtezSa´nchez UniversityofGranada,Spain Jose´ ManuelMolina UniversityCarlosIIIofMadrid,Spain Jose´ Mar´ıaPen˜a PolytechnicUniversityofMadrid,Spain Jose´ Ramo´nVillar UniversityofOviedo,Spain Jose´ Riquelme UniversityofSevilla,Spain Jose´ ValentedeOliveira UniversityofAlgarve,Portugal JosefTvrd´ık UniversityofOstrava,CzechRepublic JouniLampinen UniversityofVaasa,Finland JuanA´lvaroMun˜ozNaranjo UniversidaddeAlmer´ıa,Spain JuanGo´mezRomero UniversityCarlosIIIofMadrid,Spain JuanJose´ delCozVelasco UniversityofOviedo,Spain JuanManuelCorchado UniversityofSalamanca,Spain KaiQin INRIAGrenobleRhone-Alpes,France KaiXiao ShanghaiJiaoTongUniversity,China KalyamoyDeb IndianInstituteofTechnologyKanpur,India LahceneMITICHE UniversityofDjelfa,Algeria LauraGarc´ıaHerna´ndez UniversityofCordoba,Spain LeocadioGonza´lezCasado UniversidaddeAlmer´ıa LeticiaCuriel UniversityofBurgos,Spain
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