Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I PDF
Preview Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I
Tru Cao · Ee-Peng Lim Zhi-Hua Zhou · Tu-Bao Ho David Cheung · Hiroshi Motoda (Eds.) Advances in 7 Knowledge Discovery 7 0 9 AI and Data Mining N L 19th Pacific-Asia Conference, PAKDD 2015 Ho Chi Minh City, Vietnam, May 19–22, 2015 Proceedings, Part I 123 Lecture Notes in Artificial Intelligence 9077 Subseries of Lecture Notes in Computer Science LNAISeries Editors RandyGoebel UniversityofAlberta,Edmonton,Canada YuzuruTanaka HokkaidoUniversity,Sapporo,Japan WolfgangWahlster DFKIandSaarlandUniversity,Saarbrücken,Germany LNAIFoundingSeries Editor JoergSiekmann DFKIandSaarlandUniversity,Saarbrücken,Germany Moreinformationaboutthisseriesathttp://www.springer.com/series/1244 · Tru Cao Ee-Peng Lim · Zhi-Hua Zhou Tu-Bao Ho · David Cheung Hiroshi Motoda (Eds.) Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015 Ho Chi Minh City, Vietnam, May 19–22, 2015 Proceedings, Part I ABC Editors TruCao Tu-BaoHo HoChiMinhCityUniversityofTechnology JapanAdvancedInstituteofScienceand HoChiMinhCity Technology Vietnam NomiCity Japan Ee-PengLim SingaporeManagementUniversity DavidCheung Singapore TheUniversityofHongKong Singapore HongKong HongKongSAR Zhi-HuaZhou NanjingUniversity HiroshiMotoda Nanjing OsakaUniversity China Osaka Japan ISSN0302-9743 ISSN1611-3349 (electronic) LectureNotesinArtificialIntelligence ISBN978-3-319-18037-3 ISBN978-3-319-18038-0 (eBook) DOI10.1007/978-3-319-18038-0 LibraryofCongressControlNumber:2015936624 LNCSSublibrary:SL7–ArtificialIntelligence SpringerChamHeidelbergNewYorkDordrechtLondon (cid:2)c SpringerInternationalPublishingSwitzerland2015 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 SpringerInternationalPublishingAGSwitzerlandispartofSpringerScience+BusinessMedia (www.springer.com) Preface After ten years since PAKDD 2005 in Ha Noi, PAKDD was held again in Vietnam, duringMay19–22,2015,inHoChiMinhCity.PAKDD2015isthe19theditionofthe Pacific-Asia Conference series on Knowledge Discovery and Data Mining, a leading internationalconferencein the field.Theconferenceprovidesa forumforresearchers andpractitionerstopresentanddiscussnewresearchresultsandpracticalapplications. Therewere405paperssubmittedto PAKDD 2015andtheyunderwenta rigorous double-blind review process. Each paper was reviewed by three Program Committee (PC)membersinthefirstroundandmeta-reviewedbyoneSeniorProgramCommittee (SPC)memberwhoalsoconducteddiscussionswiththereviewers.TheProgramChairs thenconsideredtherecommendationsfromSPCmembers,lookedintoeachpaperand itsreviews,tomakefinalpaperselections.Attheend,117paperswereselectedforthe conferenceprogramandproceedings,resultingintheacceptancerateof28.9%,among which26papersweregivenlongpresentationand91papersgivenregularpresentation. The conferencestarted with a dayof six high-qualityworkshops.Duringthe next three days, the Technical Program included 20 paper presentation sessions covering varioussubjects of knowledgediscoveryand data mining,three tutorials, a data min- ingcontest,a paneldiscussion,andespeciallythreekeynotetalksbyworld-renowned experts. PAKDD2015wouldnothavebeensosuccessfulwithouttheefforts,contributions, andsupportsbymanyindividualsandorganizations.WesincerelythanktheHonorary Chairs, Phan ThanhBinh and Masaru Kitsuregawa,for their kind advice and support duringpreparationoftheconference.WewouldalsoliketothankMasashiSugiyama, Xuan-LongNguyen,andThorstenJoachimsforgivinginterestingandinspiringkeynote talks. WewouldliketothankalltheProgramCommitteemembersandexternalreviewers for their hard work to provide timely and comprehensive reviews and recommenda- tions,whichwerecrucialtothefinalpaperselectionandproductionofthehigh-quality TechnicalProgram.We wouldalso liketoexpressoursincerethanksto thefollowing OrganizingCommitteemembers:XiaoliLiandMyraSpiliopouloutogetherwiththein- dividualWorkshopChairsfororganizingtheworkshops;DinhPhungandUKangwith thetutorialspeakersforarrangingthetutorials;HungSonNguyen,NiteshChawla,and NguyenDucDungforrunningthecontest;TakashiWashioandJaideepSrivastavafor publicizingto attractsubmissionsandparticipantsto theconference;TranMinh-Triet andVoThiNgocChauforhandlingthewholeregistrationprocess;TuyenN.Huynhfor compilingallthe acceptedpapersandfor workingwith the Springerteam to produce theseproceedings;andBich-ThuyT.Dong,BacLe,Thanh-ThoQuan,andDoPhucfor thelocalarrangementstomaketheconferencegosmoothly. Wearegratefultoallthesponsorsoftheconference,inparticularAFOSR/AOARD (AirForceOfficeofScientificResearch/AsianOfficeofAerospaceResearchandDevel- opment), for their generous sponsorship and support, and the PAKDD Steering VI Preface CommitteeforitsguidanceandStudentTravelAwardandEarlyCareerResearchAward sponsorship.We would also like to expressourgratitudeto Johnvon NeumannInsti- tute, University of Technology, University of Science, and University of Information TechnologyofVietnamNationalUniversityatHoChiMinhCityandJapanAdvanced InstituteofScienceandTechnologyforjointlyhostingandorganizingthisconference. Lastbutnotleast,oursincerethanksgotoallthelocalteammembersandvolunteering helpersfortheirhardworktomaketheeventpossible. We hope you have enjoyed PAKDD 2015 and your time in Ho Chi Minh City, Vietnam. May2015 TruCao Ee-PengLim Zhi-HuaZhou Tu-BaoHo DavidCheung HiroshiMotoda Organization Honorary Co-chairs PhanThanhBinh VietnamNationalUniversity,HoChiMinhCity, Vietnam MasaruKitsuregawa NationalInstituteofInformatics,Japan General Co-chairs Tu-BaoHo JapanAdvancedInstituteofScienceand Technology,Japan DavidCheung UniversityofHongKong,China HiroshiMotoda InstituteofScientificandIndustrialResearch, OsakaUniversity,Japan Program CommitteeCo-chairs TruHoangCao HoChiMinhCityUniversityofTechnology, Vietnam Ee-PengLim SingaporeManagementUniversity,Singapore Zhi-HuaZhou NanjingUniversity,China Tutorial Co-chairs DinhPhung DeakinUniversity,Australia U.Kang KoreaAdvancedInstituteofScienceand Technology,Korea WorkshopCo-chairs XiaoliLi InstituteforInfocommResearch,A*STAR, Singapore MyraSpiliopoulou Otto-von-GuerickeUniversityMagdeburg, Germany Publicity Co-chairs TakashiWashio InstituteofScientificandIndustrialResearch, OsakaUniversity,Japan JaideepSrivastava UniversityofMinnesota,USA VIII Organization Proceedings Chair TuyenN.Huynh JohnvonNeumannInstitute,Vietnam Contest Co-chairs HungSonNguyen UniversityofWarsaw,Poland NiteshChawla UniversityofNotreDame,USA NguyenDucDung VietnamAcademyofScienceandTechnology, Vietnam Local Arrangement Co-chairs Bich-ThuyT.Dong JohnvonNeumannInstitute,Vietnam BacLe HoChiMinhCityUniversityofScience,Vietnam Thanh-ThoQuan HoChiMinhCityUniversityofTechnology, Vietnam DoPhuc UniversityofInformationTechnology,Vietnam NationalUniversityatHoChiMinhCity, Vietnam RegistrationCo-chairs TranMinh-Triet HoChiMinhCityUniversityofScience, Vietnam VoThiNgocChau HoChiMinhCityUniversityofTechnology, Vietnam Steering Committee Chairs Tu-BaoHo(Chair) JapanAdvancedInstituteofScienceand Technology,Japan Ee-PengLim(Co-chair) SingaporeManagementUniversity,Singapore Treasurer GrahamWilliams Togaware,Australia Organization IX Members Tu-BaoHo JapanAdvancedInstituteofScienceand Technology,Japan(Membersince2005, Co-chair2012–2014,Chair2015–2017, LifeMembersince2013) Ee-PengLim(Co-chair) SingaporeManagementUniversity,Singapore (Membersince2006,Co-chair2015–2017) JaideepSrivastava UniversityofMinnesota,USA(Member since2006) Zhi-HuaZhou NanjingUniversity,China(Membersince2007) TakashiWashio InstituteofScientificandIndustrialResearch, OsakaUniversity,Japan(Membersince2008) ThanarukTheeramunkong ThammasatUniversity,Thailand(Member since2009) P.KrishnaReddy InternationalInstituteofInformationTechnology, Hyderabad(IIIT-H),India(Membersince2010) JoshuaZ.Huang ShenzhenInstitutesofAdvancedTechnology, ChineseAcademyofSciences,China (Membersince2011) LongbingCao AdvancedAnalyticsInstitute,Universityof Technology,Sydney,Australia (Membersince2013) JianPei SchoolofComputingScience,SimonFraser University,Canada(Membersince2013) MyraSpiliopoulou Otto-von-Guericke-UniversityMagdeburg, Germany(Membersince2013) VincentS.Tseng NationalChengKungUniversity,Taiwan (Membersince2014) LifeMembers HiroshiMotoda AFOSR/AOARDandInstituteofScientificand IndustrialResearch,OsakaUniversity,Japan (Membersince1997,Co-chair2001–2003, Chair2004–2006,LifeMembersince2006) RaoKotagiri UniversityofMelbourne,Australia (Membersince1997,Co-chair2006–2008, Chair2009–2011,LifeMembersince2007) HuanLiu ArizonaStateUniversity,USA(Member since1998,Treasurer1998–2000,LifeMember since2012)
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