Table Of ContentAdvances in Intelligent Systems and Computing 245
Van-Nam Huynh · Thierry Denœux
Dang Hung Tran · Anh Cuong Le
Son Bao Pham Editors
Knowledge
and Systems
Engineering
Proceedings of the Fifth International
Conference KSE 2013, Volume 2
Advances in Intelligent Systems and Computing
Volume 245
SeriesEditor
JanuszKacprzyk,Warsaw,Poland
Forfurthervolumes:
http://www.springer.com/series/11156
·
Van-Nam Huynh Thierry Denœux
·
Dang Hung Tran Anh Cuong Le
Son Bao Pham
Editors
Knowledge and Systems
Engineering
Proceedings of the Fifth International
Conference KSE 2013, Volume 2
ABC
Editors
Van-NamHuynh AnhCuongLe
SchoolofKnowledgeScience FacultyofInformationTechnology
JapanAdvancedInstituteofScience UniversityofEngineeringand
andTechnology Technology-VNUHanoi
Ishikawa Hanoi
Japan Vietnam
ThierryDenœux SonBaoPham
UniversitedeTechnologiedeCompiegne FacultyofInformationTechnology
CompiegneCedex UniversityofEngineeringand
France Technology-VNUHanoi
Hanoi
DangHungTran Vietnam
FacultyofInformationTechnology
HanoiNationalUniversityofEducation
Hanoi
Vietnam
ISSN2194-5357 ISSN2194-5365 (electronic)
ISBN978-3-319-02820-0 ISBN978-3-319-02821-7 (eBook)
DOI10.1007/978-3-319-02821-7
SpringerChamHeidelbergNewYorkDordrechtLondon
LibraryofCongressControlNumber:2013950935
(cid:2)c SpringerInternationalPublishingSwitzerland2014
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Preface
This volume contains papers presented at the Fifth International Conference on
KnowledgeandSystemsEngineering(KSE2013),whichwasheldinHanoi,Viet-
nam,during17–19October,2013.TheconferencewasjointlyorganizedbyHanoi
National University of Educationand the University of Engineeringand Technol-
ogy,VietnamNationalUniversity.TheprincipalaimofKSEConferenceistobring
togetherresearchers,academics,practitionersandstudentsinordertonotonlyshare
researchresultsandpracticalapplicationsbutalsotofostercollaborationinresearch
andeducationinKnowledgeandSystemsEngineering.
This year we received a total of 124 submissions. Each of which was peer re-
viewed by at least two members of the Program Committee. Finally, 68 papers
werechosenforpresentationatKSE2013andpublicationintheproceedings.Be-
sidesthemaintrack,theconferencefeaturedsix specialsessionsfocusingonspe-
cific topics of interest as well as included one workshop, two tutorials and three
invited speeches. The kind cooperation of Yasuo Kudo, Tetsuya Murai, Yasunori
Endo,SadaakiMiyamoto,AkiraShimazu,MinhL.Nguyen,Tzung-PeiHong,Bay
Vo,BacH.Le,BenjaminQuost,Se´bastienDestercke,Marie-He´le`neAbel,Claude
Moulin,Marie-ChristineHoBaTho,SabineBensamoun,Tien-TuanDao,LamThu
Bui and Tran Dinh Khang in organizing these special sessions and workshop is
highlyappreciated.
As a follow-upof the Conference,two special issues of the Journalof Data &
KnowledgeEngineeringandInternationalJournalofApproximateReasoningwill
beorganizedtopublishasmallnumberofextendedpapersselectedfromtheCon-
ference as well as other relevant contributionsreceived in response to subsequent
calls.Thesejournalsubmissionswillgothroughafreshroundofreviewsinaccor-
dancewiththejournals’guidelines.
We would like to express our appreciation to all the members of the Program
Committee for their support and cooperation in this publication. We would also
liketothankJanuszKacprzyk(SeriesEditor)andThomasDitzinger(SeniorEditor,
Engineering/AppliedSciences)fortheirsupportandcooperationinthispublication.
VI Preface
Last,butnottheleast,wewishtothankalltheauthorsandparticipantsfortheir
contributionsandfruitfuldiscussionsthatmadethisconferenceasuccess.
Hanoi,Vietnam Van-NamHuynh
October2013 ThierryDenœux
DangHungTran
AnhCuongLe
SonBaoPham
Organization
Honorary Chairs
VanMinhNguyen–HanoiNationalUniversityofEducation,Vietnam
NgocBinhNguyen–VNUUniversityofEngineeringandTechnology,Vietnam
General Chairs
CamHaHo–HanoiNationalUniversityofEducation,Vietnam
AnhCuongLe–VNUUniversityofEngineeringandTechnology,Vietnam
Program Chairs
Van-NamHuynh–JapanAdvancedInstituteofScienceandTechnology,Japan
ThierryDenœux–Universite´deTechnologiedeCompie`gne,France
DangHungTran–HanoiNationalUniversityofEducation,Vietnam
Program Committee
AkiraShimazu,Japan CuongNguyen,Vietnam
AzeddineBeghdadi,France DritanNace,France
SonBaoPham,Vietnam DucTran,USA
BenjaminQuost,France DucDungNguyen,Vietnam
BernadetteBouchon-Meunier,France EnriqueHerrera-Viedma,Spain
BinhThanhHuynh,Vietnam GabrieleKern-Isberner,Germany
BayVo,Vietnam HiromitsuHattori,Japan
CaoH,Tru,Vietnam HoangTruong,Vietnam
Churn-JungLiau,Taiwan HungV.Dang,Vietnam
DinhDien,Vietnam HungSonNguyen,Poland
ClaudeMoulin,France JeanDanielZucker,France
VIII Organization
Je´roˆmeLang,France SergeStinckwich,France
JingLiu,China Se´bastienDestercke,France
JiuyongLi,Australia SiQuangLe,UK
JonathanLawry,UK SonDoan,USA
KenjiSatou,Japan Tien-TuanDao,France
LamT.Bui,Vietnam TetsuyaMurai,Japan
BacH.Le,Vietnam ThanhBinhNguyen,Vietnam
LoannisParissis,France ThanhTriNguyen,Vietnam
Marie-HeleneAbel,France Thanh-ThuyNguyen,Vietnam
MartinSteffen,Norway TheDuyBui,Vietnam
MasahiroInuiguchi,Japan TheLocNguyen,Vietnam
MichelRiveill,France ThomasHuynh,USA
MinaRyoke,Japan ThoHoanPham,Vietnam
Minh-DungPhan,Thailand ThepchaiSupnithi,Thailand
MitsuruIkeda,Japan TheDungLuong,Vietnam
MinhL.Nguyen,Japan TranDinhKhang,Vietnam
NoboruTakagi,Japan TsutomuFujinami,Japan
PeterWhigham,NewZealand Tzung-PeiHong,Taiwan
PhayungMeesad,Thailand VladikKreinovich,USA
Quang-HuyNguyen,France XiaoshanLi,Macau
QuangUyNguyen,Ireland XuanHoaiNguyen,Vietnam
SabineBensamoun,France Xuan-HieuPhan,Vietnam
SadaakiMiyamoto,Japan YasuoKudo,Japan
Contents
PartI: WorkshopInvitedTalks
ThePlaceofCausalAnalysisintheAnalysisofSimulationData ....... 3
LadislavHluch
Evolutionary Computation in the Real World: Successes and
Challenges .................................................... 5
GrahamKendall
PartII: KSE2013SpecialSessionsandWorkshop
A Method of Two-Stage Clustering with Constraints Using
AgglomerativeHierarchicalAlgorithmandOne-Passk-Means++ ...... 9
YusukeTamura,NobuhiroObara,SadaakiMiyamoto
AnAlgorithmCombiningSpectralClusteringandDBSCANforCore
Points ........................................................ 21
SoMiyahara,YoshiyukiKomazaki,SadaakiMiyamoto
Relational Fuzzy c-Means and Kernel Fuzzy c-Means Using
a Quadratic Programming-Based Object-Wise βββ-Spread
Transformation ................................................ 29
YuchiKanzawa
TheUtilitiesofImpreciseRulesandRedundantRulesforClassifiers ... 45
MasahiroInuiguchi,TakuyaHamakawa
OnClusterExtractionfromRelationalDataUsingEntropyBased
RelationalCrispPossibilisticClustering ........................... 57
YukihiroHamasuna,YasunoriEndo
EM-BasedClusteringAlgorithmforUncertainData................. 69
NaohikoKinoshita,YasunoriEndo
X Contents
AnAlgorithmforFuzzyClusteringBasedonConformal
GeometricAlgebra ............................................. 83
MinhTuanPham,KantaTachibana
MOSS:AFormalismforOntologiesIncludingMultilingualFeatures ... 95
Jean-PaulA.Barthe`s,ClaudeMoulin
IntegratingSocialNetworkData forEmpowering Collaborative
Systems....................................................... 109
XuanTruongVu,Marie-He´le`neAbel,PierreMorizet-Mahoudeaux
RecommendationofaCloudServiceItemBasedonServiceUtilization
PatternsinJyaguchi ............................................ 121
ShreeKrishnaShrestha,YasuoKudo,BishnuPrasadGautam,Dipesh
Shrestha
Heyting-BrouwerRoughSetLogic................................ 135
SeikiAkama,TetsuyaMurai,YasuoKudo
Bicluster-Network Method and Its Application to Movie
Recommendation .............................................. 147
TatsuyaSaito,YoshifumiOkada
ItemRecommendationbyQuery-BasedBiclusteringMethod.......... 155
NaoyaYokoyama,YoshihumiOkada
A Cyber Swarm Algorithm for Constrained ProgramModule
AllocationProblem............................................. 163
Peng-YengYin,Pei-PeiWang
ARayBasedInteractiveMethodforDirectionBasedMulti-objective
EvolutionaryAlgorithm......................................... 173
LongNguyen,LamThuBui
PhishingAttacksDetectionUsingGeneticProgramming ............. 185
TuanAnhPham,QuangUyNguyen,XuanHoaiNguyen
SolvingFuzzyJob-ShopSchedulingProblemswithaMultiobjective
Optimizer..................................................... 197
Thanh-DoTran,RamiroVarela,Ine´sGonza´lez-Rodr´ıguez,
El-GhazaliTalbi
AMulti-objectiveApproachforVietnameseSpamDetection .......... 211
MinhTuanVu,QuangAnhTran,QuangMinhHa,LamThuBui
RiskMinimizationofDisjunctiveTemporalProblem
withUncertainty ............................................... 223
HoongChuinLau,TuanAnhHoang
