Recent Advances on Soft Computing and Data Mining

697 Pages·2014·21.33 MB·English

Advances in Intelligent Systems and Computing 287
Tutut Herawan
Rozaida Ghazali
Mustafa Mat Deris Editors
Recent Advances
on Soft Computing
and Data Mining
Proceedings of the First International
Conference on Soft Computing
and Data Mining (SCDM-2014)
Universiti Tun Hussein Onn Malaysia
Johor, Malaysia June 16th–18th, 2014
Advances in Intelligent Systems and Computing
Volume 287
Serieseditor
JanuszKacprzyk,PolishAcademyofSciences,Warsaw,Poland
e-mail:[email protected]
Forfurthervolumes:
http://www.springer.com/series/11156
AboutthisSeries
The series “Advances in Intelligent Systems and Computing” contains publications on theory,
applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtuallyall
disciplinessuch asengineering, natural sciences, computer and informationscience, ICT,eco-
nomics,business,e-commerce,environment,healthcare,lifesciencearecovered.Thelistoftop-
icsspansalltheareasofmodernintelligentsystemsandcomputing.
The publications within “Advances in Intelligent Systems and Computing” are primarily
textbooksandproceedingsofimportantconferences,symposiaandcongresses.Theycoversig-
nificant recent developments in the field, both of a foundational and applicable character. An
importantcharacteristicfeatureoftheseriesistheshortpublicationtimeandworld-widedistri-
bution.Thispermitsarapidandbroaddisseminationofresearchresults.
AdvisoryBoard
Chairman
NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India
e-mail:[email protected]
Members
RafaelBello,UniversidadCentral“MartaAbreu”deLasVillas,SantaClara,Cuba
e-mail:[email protected]
EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain
e-mail:[email protected]
HaniHagras,UniversityofEssex,Colchester,UK
e-mail:[email protected]
LászlóT.Kóczy,SzéchenyiIstvánUniversity,Gyo˝r,Hungary
e-mail:[email protected]
VladikKreinovich,UniversityofTexasatElPaso,ElPaso,USA
e-mail:[email protected]
Chin-TengLin,NationalChiaoTungUniversity,Hsinchu,Taiwan
e-mail:[email protected]
JieLu,UniversityofTechnology,Sydney,Australia
e-mail:[email protected]
PatriciaMelin,TijuanaInstituteofTechnology,Tijuana,Mexico
e-mail:[email protected]
NadiaNedjah,StateUniversityofRiodeJaneiro,RiodeJaneiro,Brazil
e-mail:[email protected]
NgocThanhNguyen,WroclawUniversityofTechnology,Wroclaw,Poland
e-mail:[email protected]
JunWang,TheChineseUniversityofHongKong,Shatin,HongKong
e-mail:[email protected]
·
Tutut Herawan Rozaida Ghazali
Mustafa Mat Deris
Editors
Recent Advances on Soft
Computing and Data Mining
Proceedings of the First International
Conference on Soft Computing and
Data Mining (SCDM-2014)
Universiti Tun Hussein Onn Malaysia, Johor,
Malaysia June, 16th–18th, 2014
ABC
Editors
TututHerawan MustafaMatDeris
FacultyofComputerScienceand FacultyofComputerScienceand
InformationTechnology InformationTechnology
UniversityofMalaya UniversitiTunHusseinOnnMalaysia
KualaLumpur Malaysia
Malaysia
RozaidaGhazali
FacultyofComputerScienceand
InformationTechnology
UniversitiTunHusseinOnnMalaysia
Malaysia
ISSN2194-5357 ISSN2194-5365 (electronic)
ISBN978-3-319-07691-1 ISBN978-3-319-07692-8 (eBook)
DOI10.1007/978-3-319-07692-8
SpringerChamHeidelbergNewYorkDordrechtLondon
LibraryofCongressControlNumber:2014940281
(cid:2)c SpringerInternationalPublishingSwitzerland2014
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Preface
WearehonoredtobepartofthisspecialeventintheFirstInternationalConferenceon
SoftComputingandDataMining(SCDM-2014).SCDM-2014willbeheldatUniversiti
TunHusseinOnnMalaysia,Johor,MalaysiaonJune16th–18th,2014.Ithasattracted
145papersfrom16countriesfromallovertheworld.Eachpaperwaspeerreviewedby
at least two membersof the ProgramCommittee. Finally, only 65 (44%) paperswith
thehighestqualitywereacceptedfororalpresentationandpublicationinthesevolume
proceedings.
Thepapersintheseproceedingsaregroupedintotwosectionsandtwoinconjunction
workshops:
• SoftComputing
• DataMining
• WorkshoponNatureInspiredComputingandItsApplications
• WorkshoponMachineLearningforBigDataComputing
OnbehalfofSCDM-2014,we wouldliketoexpressourhighestgratitudeto begiven
the chance to cooperate with Applied Mathematics and Computer Science Research
Centre, Indonesia and Software and Multimedia Centre, Universiti Tun Hussein Onn
Malaysiafortheirsupport.OurspecialthanksgototheViceChancellorofUniversiti
TunHusseinOnnMalaysia,SteeringCommittee,GeneralChairs,ProgramCommittee
Chairs, Organizing Chairs, Workshop Chairs, all Program and Reviewer Committee
membersfortheirvaluableeffortsinthereviewprocessthathelpedustoguaranteethe
highestqualityoftheselectedpapersfortheconference.
We also would like to express our thanks to the four keynote speakers, Prof. Dr.
NikolaKasabovfromKEDRI,AucklandUniversityofTechnology,NewZealand;Prof.
Dr. Hamido Fujita from Iwate Prefectural University (IPU); Japan, Prof. Dr. Hojjat
AdelifromTheOhioStateUniversity;andProf.Dr.MustafaMatDerisfromSCDM,
UniversitiTunHusseinOnnMalaysia.
Our special thanks are due also to Prof. Dr. Janusz Kacprzyk and Dr. Thomas
DitzingerforpublishingtheproceedinginAdvancedinIntelligentandSoftComputing
ofSpringer.WewishtothankthemembersoftheOrganizingandStudentCommittees
fortheirverysubstantialwork,especiallythosewhoplayedessentialroles.
VI Preface
Wecordiallythankalltheauthorsfortheirvaluablecontributionsandotherpartici-
pantsofthisconference.Theconferencewouldnothavebeenpossiblewithoutthem.
Editors
TututHerawan
RozaidaGhazali
MustafaMatDeris
Conference Organization
Patron
Prof.Dato’Dr.MohdNoh Vice-ChancellorofUniversitiTunHusseinOnn
BinDalimin Malaysia
HonoraryChair
WitoldPedrycz UniversityofAlberta,Canada
JunzoWatada WasedaUniversity,Japan
AjithAbraham MachineIntelligenceResearchLabs,USA
A.FazelFamili NationalResearchCouncilofCanada
HamidoFujita IwatePrefecturalUniversity,Japan
Steering Committee
NazriMohdNawi UniversitiTunHusseinOnnMalaysia,UTHM
JemalH.Abawajy DeakinUniversity,Australia
Chair
RozaidaGhazali UniversitiTunHusseinOnnMalaysia
TututHerawan UniversitiMalaya
MustafaMatDeris UniversitiTunHusseinOnnMalaysia
Secretary
NorainiIbrahim UniversitiTunHusseinOnnMalaysia
NorhalinaSenan UniversitiTunHusseinOnnMalaysia
OrganizingCommittee
HairulnizamMahdin UniversitiTunHusseinOnnMalaysia
SuriawatiSuparjoh UniversitiTunHusseinOnnMalaysia
VIII ConferenceOrganization
RosziatiIbrahim UniversitiTunHusseinOnnMalaysia
Mohd.Hattab.Mohd.
[email protected] UniversitiTunHusseinOnnMalaysia
NureizeArbaiy UniversitiTunHusseinOnnMalaysia
NoorhanizaWahid UniversitiTunHusseinOnnMalaysia
MohdNajibMohdSalleh UniversitiTunHusseinOnnMalaysia
RathiahHashim UniversitiTunHusseinOnnMalaysia
Program CommitteeChair
MohdFarhanMdFudzee UniversitiTunHusseinOnnMalaysia
ShahreenKassim UniversitiTunHusseinOnnMalaysia
Proceeding Chair
TututHerawan UniversitiMalaya
RozaidaGhazali UniversitiTunHusseinOnnMalaysia
MustafaMatDeris UniversitiTunHusseinOnnMalaysia
WorkshopChair
PrimaVitasari InstitutTeknologiNasional,Indonesia
NoraziahAhmad UniversitiMalaysiaPahang
Program Committee
SoftComputing
AbirJaafarHussain LiverpoolJohnMooresUniversity,UK
AdelAl-Jumaily UniversityofTechnology,Sydney
AliSelamat UniversitiTeknologiMalaysia
AncaRalescu UniversityofCincinnati,USA
AzizulAzharRamli UniversitiTunHusseinOnnMalaysia
DariuszKrol WroclawUniversity,Poland
DhiyaAl-Jumeily LiverpoolJohnMooresUniversity,UK
IanM.Thornton UniversityofSwansea,UK
IwanTriRiyadiYanto UniversitasAhmadDahlan,Indonesia
JanPlatos VSB-TechnicalUniversityofOstrava
JonTimmis UniversityofYorkHeslington,UK
KaiMengTay UNIMAS
LimCheePeng DeakinUniversity
MaXiuqin NorthwestNormalUniversity,PRChina
MamtaRani KrishnaEngineeringCollege,India
ConferenceOrganization IX
MeghanaR.Ransing UniversityofSwansea,UK
MuhFadelJamilKlaib JadaraUniversity,Jordan
MohdNajibMohdSalleh UniversitiTunHusseinOnnMalaysia
MustafaMatDeris UniversitiTunHusseinOnnMalaysia
NatthakanIam-On MaeFahLuangUniversity,Thailand
NazriMohdNawi UniversitiTunHusseinOnnMalaysia
QinHongwu NorthwestNormalUniversity,PRChina
R.B.FajriyaHakim UniversitasIslamIndonesia
RajeshS.Ransing UniversityofSwansea,UK
RichardJensen AberystwythUniversity
RosziatiIbrahim UniversitiTunHusseinOnnMalaysia
RozaidaGhazali UniversitiTunHusseinOnnMalaysia
RusselPears AucklandUniversityofTechnology
SafaaiDeris UniversitiTeknologiMalaysia
SalwaniAbdullah UniversitiKebangsaanMalaysia
ShamshulBaharYaakob UNIMAP
SitiMariyamShamsuddin UniversitiTeknologiMalaysia
SitiZaitonM.Hashim UniversitiTeknologiMalaysia
TheresaBeaubouef SoutheasternLouisianaUniversity
TututHerawan UniversitiMalaya
YusukeNojima OsakaPrefectureUniversity
Data Mining
AliMamat UniversitiPutraMalaysia
BacLe UniversityofScience,HoChiMinhCity,
Vietnam
BayVo HoChiMinhCityUniversityofTechnology,
Vietnam
BeniaminoMurgante UniversityofBasilicata,Italy
DavidTaniar MonashUniversity
EricPardede LaTrobeUniversity
GeorgeCoghill UniversityofAuckland
HamidahIbrahim UniversitiPutraMalaysia
IldarBatyrshin MexicanPetroleumInstitute
JemalH.Abawajy DeakinUniversity
KamaruddinMalikMohamad UniversitiTunHusseinOnnMalaysia
LaMeiYan ZhuZhouInstituteofTechnology,PRChina
MdAnisurRahman CharlesSturtUniversity,Australia
MdYazidMdSaman UniversitiMalaysiaTerengganu
MohdHasanSelamat UniversitiPutraMalaysia
NaokiFukuta ShizuokaUniversity
NoraziahAhmad UniversitiMalaysiaPahang
NorwatiMustapha UniversitiPutraMalaysia
PatriceBoursier UniversityofLaRochelle,France