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

785 Pages·2015·30.672 MB·English

by  Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda (eds.)

Tru Cao · Ee-Peng Lim
Zhi-Hua Zhou · Tu-Bao Ho
David Cheung · Hiroshi Motoda (Eds.)
Advances in
7 Knowledge Discovery
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9

AI and Data Mining
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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
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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)