Machine Learning and Cybernetics: 13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings PDF
Preview Machine Learning and Cybernetics: 13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings
Xizhao Wang Witold Pedrycz Patrick Chan Qiang He (Eds.) Communications in Computer and Information Science 481 Machine Learning and Cybernetics 13th International Conference Lanzhou, China, July 13–16, 2014 Proceedings 123 Communications in Computer and Information Science 481 EditorialBoard SimoneDinizJunqueiraBarbosa PontificalCatholicUniversityofRiodeJaneiro(PUC-Rio), RiodeJaneiro,Brazil PhoebeChen LaTrobeUniversity,Melbourne,Australia AlfredoCuzzocrea ICAR-CNRandUniversityofCalabria,Cosenza,Italy XiaoyongDu RenminUniversityofChina,Beijing,China JoaquimFilipe PolytechnicInstituteofSetúbal,Setúbal,Portugal OrhunKara TÜBI˙TAKBI˙LGEMandMiddleEastTechnicalUniversity,Ankara,Turkey IgorKotenko St.PetersburgInstituteforInformaticsandAutomationoftheRussian AcademyofSciences,St.Petersburg,Russia KrishnaM.Sivalingam IndianInstituteofTechnologyMadras,Chennai,India DominikS´le˛zak UniversityofWarsawandInfobright,Warsaw,Poland TakashiWashio OsakaUniversity,Osaka,Japan XiaokangYang ShanghaiJiaoTongUniversity,Shangai,China Moreinformationaboutthisseriesathttp://www.springer.com/series/7899 · Xizhao Wang Witold Pedrycz · Patrick Chan Qiang He (Eds.) Machine Learning and Cybernetics 13th International Conference Lanzhou, China, July 13–16, 2014 Proceedings ABC Editors XizhaoWang PatrickChan HebeiUniversity SouthChinaUniversityofTechnology Baoding Guangzhou China China WitoldPedrycz QiangHe DepartmentofElectricalandComputerEng. HebeiUniversity UniversityofAlberta Baoding Edmonton China Alberta Canada ISSN1865-0929 ISSN1865-0937 (electronic) CommunicationsinComputerandInformationScience ISBN978-3-662-45651-4 ISBN978-3-662-45652-1 (eBook) DOI10.1007/978-3-662-45652-1 LibraryofCongressControlNumber:2014956933 SpringerHeidelbergNewYorkDordrechtLondon (cid:2)c Springer-VerlagBerlinHeidelberg2014 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe materialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broad- casting,reproduction onmicrofilmsorinanyotherphysicalway,andtransmissionorinformationstorage andretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknown orhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher, theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication. Neitherthepublishernortheauthorsorthe editorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinorforanyerrorsor omissionsthatmayhavebeenmade. Printedonacid-freepaper Springer-VerlagGmbHBerlinHeidelbergispartofSpringerScience+BusinessMedia (www.springer.com) Preface A warm welcometo youall to our13th InternationalConferenceon MachineLearn- ing and Cybernetics(ICMLC 2014)in Lanzhou.Since its inceptionin 2002,ICMLC has established itself as a leading conferencefor the rendezvousof machine learning and cybernetics,an importantannualeventfor researchersand practitionersto gather together to share their important findings, exchange views, and explore collaboration opportunities.Thisyear apartfromthe keynotespeechesandpaperpresentationsthat helptokeepusinformedofthelatestdevelopments,wehavepreparedfortheattendees varioussessionsandactivitiesthatcatertotheneedsofourup-and-comingresearchers. These includefreetutorialsandthe LotfiZadehBestPaperAward. We hopeyouwill alsotakeadvantageofthevarioussocialactivitieswhichhavebeenorganizedforyou toextendyournetworkofresearchcollaborationaroundtheworld. Theconferencebeganwithanopeningceremonyandtheconferenceprogramfea- turedawelcomespeech,twotutorials,twokeynotespeeches,andPanelDiscussionpre- sentations by localand internationalexperts.During the three-dayprogram,all paper presentationsweregiveninfourparallelsessions.Theconferenceendedwithaclosing ceremony.Theconferencereceivedmorethan421papers,eachpaperwascarefullyre- viewed by the Program Committee members, and finally 45 paperswere selected for thisCCISvolume. All the papersselected for this volume underwentEnglish editing. They are clas- sified into ten categories, i.e., classification and semi-supervised learning, clustering andkernel,applicationtorecognition,samplingandbigdata,applicationtodetection, decisiontree learning,learningandadaptation,similarityanddecisionmaking,learn- ingwithuncertaintyandimprovedlearningalgorithmsandapplications.Theauthorsof thesepapersarefrom11differentcountriesorareas.Thesepapersmaybeofinterestto thoseworkinginthefieldofmachinelearninganditsapplications. Thesuccessofthisconferencewouldnothavebeenpossiblewithoutthegreatef- fortsofourProgramChairs,ProgramCommitteemembers,reviewers,andoursupport- ing colleaguesworkingbehindthescene.Certainlyour conferencecouldnotsucceed withoutyourinvaluablesupport.Wehopeyouwillfindthisconferenceavaluableand usefulexperienceandyourstayinLanzhouenjoyableandmemorable.Welookforward toyourcontinuingsupportandparticipationinourconferencestocome. September2014 XizhaoWang WitoldPedrycz PatrickChan QiangHe Conference Organization The 13th International Conference on Machine Learning and Cybernetics, ICMLC 2014,wasorganizedbyKeylaboratoryofMachineLearningandComputationalIntel- ligenceinHebeiProvince,andCollegeofMathematicsandComputerScience,Hebei University,Hebei,China. Honorary Conference Chairs HongruiWang PresidentHebeiUniversity,China MichaelSmith IEEESystems,ManandCyberneticsSociety,USA WilliamA.Gruver SimonFraserUniversity,Canada General Chairs DanielS.Yeung SouthChinaUniversityofTechnology,China XizhaoWang HebeiUniversity,China Program Chairs Shyi-MingChen NationalTaiwanUniversityofScienceand Technology,Taiwan QinghuaHu TianjinUniversity,China HonghaiLiu UniversityofPortsmouth,UK Ching-ChihTsai NationalChungHsingUniversity,Taiwan Publication Chair PatrickChan SouthChinaUniversityofTechnology,China Treasurer EricTsang MacauUniversityofScienceandTechnology, Macau Local Arrangement Chair Zeng-TaiGong NorthwestNormalUniversity,China RobertP.Woon IEEESystems,Man,andCyberneticsSociety,USA Conference Secretaries PatrickChan SouthChinaUniversityofTechnology,China WingNg SouthChinaUniversityofTechnology,China VIII ConferenceOrganization Technical Program Committee YiCai SouthChinaUniversityofTechnology,China JunyiChai TheHongKongPolytechnicUniversity, HongKong PatrickChan SouthChinaUniversityofTechnology,China Chi-YuanChang JinwenUniversityofScienceandTechnology, Taiwan DegangChen NorthChinaElectricPowerUniversity,China Duan-YuChen YuanZeUniversity,Taiwan JunfenChen UniversitiSainsMalaysia,Malaysia Shyi-MingChen NationalTaiwanUniversityofScienceand Technology,Taiwan Shou-HsiungCheng ChienkuoTechnologyUniversity,Taiwan Been-ChianChien NationalUniversityofTainan,Taiwan Shih-HaoFang YuanZeUniversity,Taiwan WilliamGruver SimonFraserUniversity,Canada FeiGuan BeijingUniversityofScienceandTechnology, China QiangHe HebeiUniversity,China YulinHe TheHongKongPolytechnicUniversity, HongKong Tzung-PeiHong NationalUniversityofKaohsiung,Taiwan Cheng-HsiungHsieh ChaoyungUniversityofTechnology,Taiwan QinghuaHu TianjinUniversity,China Guo-HsingHuang NationalChin-YiUniversityofTechnology,Taiwan Hsu-ChihHuang NationalIlanUniversity,Taiwan Kao-ShingHwang NationalSatYet-SenUniversity,Taiwan Chih-ChinLai NationalUniversityofKaohsiung,Taiwan LoiLeiLai StateGrid,China Jiann-ShuLee NationalUniversityofTainan,Taiwan JohnLee TheHongKongPolytechnicUniversity, HongKong Li-WeiLee DeLinInstituteofTechnology,Taiwan Shie-JueLee NationalSunYat-SenUniversity,Taiwan WalterFungSuiLeung TheHongKongPolytechnicUniversity, HongKong FachaoLi HebeiUniversityofScienceandTechnology,China Tzuu-HsengLi NationalChengKungUniversity,Taiwan JiyeLiang ShanxiUniversity,China Chih-MinLin YuanZeUniversity,Taiwan Wen-YangLin NationalUniversityofKaohsiung,Taiwan JamesLiu TheHongKongPolytechnicUniversity, HongKong ConferenceOrganization IX JunLiu UniversityofUlster,UK Chi-HuangLu HsiupingUniversityofScienceandTechnology, Taiwan Yi-JenMon TaoyuanInnovationInstituteofTechnology,China WingNg SouthChinaUniversityofTechnology,China MinhNhutNguyen InstituteofInfocommResearch,Singapore Chen-SenOuyang I-ShouUniversity,Taiwan Shing-TaiPan NationalUniversityofKaohsiung,Taiwan YuhuaQian ShanxiUniversity,China YingQu HebeiUniversityofScienceandTechnology,China MingwenShao QingdaoTechnologicalUniversity,China VictorR.L.Shen NationalTaipeiUniversity,Taiwan Horng-LinShieh St.John’sUniversity,Taiwan Huang-ChiaShih YuanZeUniversity,Taiwan Shun-FengSu NationalTaiwanUniversityofScienceand Technology,Taiwan FengTian BournemouthUniversity,UK Ching-ChihTsai NationalChungHsingUniversity,Taiwan Hsien-LeingTsai I-ShouUniversity,Taiwan Kuei-ITsai NationalChin-YiUniversityofTechnology,Taiwan EricTsang MacauUniversityofScienceandTechnology, Macau ChangzhongWang BohaiUniversity,China Cheng-YiWang NationalTaiwanUniversityofScienceand Technology,Taiwan HengyouWang BeijingUniversityofCivilEngineeringand Architecture,China Hsien-ChangWang ChangJungChristianUniversity,Taiwan HuiWang UniversityofUlster,UK LipoWang NanyangTechnologicalUniversity,China RanWang CityUniversityofHongKong,HongKong Shyue-LiangWang NationalUniversityofKaohsiung,Taiwan Chih-HungWu NationalUniversityofKaohsiung,Taiwan Yi-LehWu NationalTaiwanUniversityofScienceand Technology,Taiwan HongYan CityUniversityofHongKong,HongKong DanielYeung SouthChinaUniversityofTechnology,China JunhaiZhai HebeiUniversity,China GuoliZhang NorthChinaElectricPowerUniversity,China ZanZhang TianjinUniversity,China ShixinZhao ShijiazhuangTiedaoUniversity,China Support and Sponsors HebeiUniversity,China IEEESystems,ManandCyberneticsSociety,USA X ConferenceOrganization SouthChinaUniversityofTechnology,China UniversityofMacau,Macau ChongqingUniversity,China HarbinInstituteofTechnology,ShenzhenGraduateSchool,China UniversityofUlster,UK CityUniversityofHongKong,HongKong DepartmentofElectricalandElectronicEngineering,UniversityofCagliari,Italy HebeiUniversityofScienceandTechnology,China
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