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Intelligent Systems Reference Library 43 Editors-in-Chief Prof.JanuszKacprzyk Prof.LakhmiC.Jain SystemsResearchInstitute SchoolofElectricalandInformation PolishAcademyofSciences Engineering ul.Newelska6 UniversityofSouthAustralia 01-447Warsaw Adelaide Poland SouthAustraliaSA5095 E-mail:[email protected] Australia E-mail:[email protected] Forfurthervolumes: http://www.springer.com/series/8578 Andrzej Skowron and Zbigniew Suraj (Eds.) Rough Sets and Intelligent Systems – Professor Zdzisław Pawlak in Memoriam Volume 2 123 Editors Prof.AndrzejSkowron Prof.ZbigniewSuraj InstituteofMathematics InstituteofComputerScience UniversityofWarsaw UniversityofRzeszo´w Warsaw Rzeszo´w Poland Poland ISSN1868-4394 e-ISSN1868-4408 ISBN978-3-642-30340-1 e-ISBN978-3-642-30341-8 DOI10.1007/978-3-642-30341-8 SpringerHeidelbergNewYorkDordrechtLondon LibraryofCongressControlNumber:2012939519 (cid:2)c Springer-VerlagBerlinHeidelberg2013 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology nowknownorhereafterdeveloped.Exemptedfromthislegalreservationarebriefexcerptsinconnection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’slocation,initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer. PermissionsforusemaybeobtainedthroughRightsLinkattheCopyrightClearanceCenter.Violations areliabletoprosecutionundertherespectiveCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Whiletheadviceandinformationinthisbookarebelievedtobetrueandaccurateatthedateofpub- lication,neithertheauthorsnortheeditorsnorthepublishercanacceptanylegalresponsibilityforany errorsoromissionsthatmaybemade.Thepublishermakesnowarranty,expressorimplied,withrespect tothematerialcontainedherein. Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Affiliations of Authors (Vol. 1 & Vol. 2) AbdulazizAlkhalid MathematicalandComputerSciencesandEngineeringDivision KingAbdullahUniversityofScienceandTechnology Thuwal,23955-6900 SaudiArabia Email:[email protected] TalhaAmin MathematicalandComputerSciencesandEngineeringDivision KingAbdullahUniversityofScienceandTechnology Thuwal,23955-6900 SaudiArabia Email:[email protected] PiotrArtiemjew DepartmentofMathematicsandComputerScience UniversityofWarmiaandMazury 54,Słoneczna,Olsztyn,10-710 Poland Email:[email protected] S. Asharaf IndianInstituteofManagementKozhikode Kozhikode,Kerala India673570 Email:[email protected] NoumanAzam DepartmentofComputerScience UniversityofRegina Regina,Saskatchewan CanadaS4S0A2 Email:[email protected] VI AffiliationsofAuthors(Vol.1&Vol.2) SanghamitraBandyopadhyay MachineIntelligenceUnit IndianStatisticalInstitute 203,B.T.Road,Kolkata700108 India Email:[email protected] MohuaBanerjee IndianInstituteofTechnology Kanpur,208016 India Email:[email protected] MinakshiBanerjee CenterforSoftComputingResearch IndianStatisticalInstitute 203,B.T.Road,Kolkata700108 India Email:[email protected] Jan G.Bazan InstituteofComputerScience UniversityofRzeszów 2,Dekerta,Rzeszów,35-030 Poland Email:[email protected] and InstituteofMathematics UniversityofWarsaw 2,Banacha.,Warsaw,02-097 Poland StanisławaBazan-Socha SecondDepartmentofInternalMedicine JagiellonianUniversityMedicalCollege 8,Skawin´ska,Cracow,31-066 Poland Email:[email protected] TheresaBeaubouef DepartmentofComputerScienceandIndustrialTechnology SLU10847 SoutheasternLouisianaUniversity Hammond,LA70402 USA Email:[email protected] AffiliationsofAuthors(Vol.1&Vol.2) VII Parag Bhalchandra SchoolofComputationalSciences SwamiRamanandTeerthMarathwadaUniversity Nanded,Maharashtra India431606 Email:[email protected] Jerzy Błaszczyn´ski InstituteofComputingScience Poznan´ UniversityofTechnology 2,Piotrowo,Poznan´,60-965 Poland Email:[email protected] ZbigniewBonikowski InstituteofMathematicsandInformatics OpoleUniversity Poland Email:[email protected] Edward Bryniarski InstituteofMathematicsandInformatics OpoleUniversity Poland Email:[email protected] SylwiaBuregwa-Czuma InstituteofComputerScience UniversityofRzeszów 2,Dekerta,Rzeszów,35-030 Poland Email:[email protected] Cory Butz DepartmentofComputerScience UniversityofRegina 3737WascanaParkway Regina,Saskatchewan CanadaS4S0A2 Email:[email protected] VIII AffiliationsofAuthors(Vol.1&Vol.2) MihirKr.Chakraborty CenterforCognitiveScience JadavpurUniversity Kolkata700032 India and IndianStatisticalInstitute 203,B.T.Road,Kolkata700108 India Email:[email protected] Nick Cercone DepartmentofComputerScienceandEngineering YorkUniversityToronto ONM3J1P3,Canada Email:[email protected] Chien-Chung Chan DepartmentofComputerScience,CAS221 UniversityofAkron Akron,OH44325-4003 USA Email:[email protected] Chiao-Chen Chang DepartmentofInternationalBusiness NationalDongHwaUniversity No.1,Sec.2,DaHsuehRd.,Shoufeng,Hualien97401 Taiwan Email:[email protected] HongmeiChen SchoolofInformationScienceandTechnology SouthwestJiaotongUniversity&KeyLabofCloudComputingandIntelligent Technology Chengdu,610031 China Email:[email protected] IgorChikalov MathematicalandComputerSciencesandEngineeringDivision KingAbdullahUniversityofScienceandTechnology Thuwal,23955-6900 SaudiArabia Email:[email protected] AffiliationsofAuthors(Vol.1&Vol.2) IX Yang-Chieh Chin DepartmentofManagementScience NationalChiaoTungUniversity 1001Ta-HsuehRoad,Hsinchu300 Taiwan Email:[email protected] DavydovMaksymVolodymyrovych LvivPolytechnicNationalUniversity 12,Bandery,L’viv,79013 Ukraine Email:[email protected] PawełDelimata InstituteofComputerScience UniversityofRzeszów 2,Dekerta,Rzeszów,35-030 Poland Email:[email protected] Ivo Düntsch BrockUniversity,St.Catharines,Ontario Canada,L2S3A1 Email:[email protected] AlyA. Fahmy FacultyofComputersandInformation CairoUniversity Egypt Email:[email protected] GüntherGediga DepartmentofPsychology,InstitutIV,UniversitätMünster Fliednerstr.21,Münster48149 Germany Email:[email protected] SalvatoreGreco DepartmentofEconomicsandBusiness UniversityofCatania 55,CorsoItalia,Catania,95129 Italy Email:[email protected] X AffiliationsofAuthors(Vol.1&Vol.2) PiotrGrochowalski InstituteofComputerScience UniversityofRzeszów 2,Dekerta,Rzeszów,35-030 Poland Email:[email protected] Jerzy W. Grzymała-Busse DepartmentofElectricalEngineeringandComputerScience UniversityofKansas 3014EatonHall 1520W.15thSt.,Lawrence,KS66045-7621 USA Email:[email protected] and InstituteofComputerScience,PolishAcademyofScience 5,JanaKazimierza,Warsaw,01-237 Poland OsmanGurdal SchoolofMedicine,IUPUI 975W.WalnutStreet,Indianapolis,IN46202 USA Email:[email protected] AboulEllaHassanien FacultyofComputersandInformation CairoUniversity Egypt Email:[email protected] HodychOles Vasyliovych LvivPolytechnicNationalUniversity 12,Bandery,L’viv,79013 Ukraine Email:[email protected] JunHu InstituteofComputerScienceandTechnology ChongqingUniversityofPostsandTelecommunications Chongqing,400065 P.R.China Email:[email protected] AffiliationsofAuthors(Vol.1&Vol.2) XI QinghuaHu HarbinInstituteofTechnology Box458,Harbin150001,HeilongjiangProvince P.R.China Email:[email protected] Shahid Hussain MathematicalandComputerSciencesandEngineeringDivision KingAbdullahUniversityofScienceandTechnology Thuwal,23955-6900 SaudiArabia Email:[email protected] MasahiroInuiguchi GraduateSchoolofEngineeringScience 1-3Machikaneyama-cho,Toyonaka,Osaka560-8531 Japan Email:[email protected] Ryszard Janicki DepartmentofComputingandSoftware McMasterUniversity Hamilton,ON CanadaL8S4K1 Email:[email protected] JanuszKacprzyk SystemsResearchInstitute,PolishAcademyofSciences 6,Newelska,Warsaw,01-447 Poland Email:[email protected] and WIT-WarsawSchoolofInformationTechnology 6,Newelska,Warsaw,01-447 Poland Md.AquilKhan TheInstituteofMathematicalSciences Chennai,600113 India Email:[email protected] and InstituteofMathematics UniversityofWarsaw 2,Banacha,Warsaw,02-097 Poland

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This book is dedicated to the memory of Professor Zdzis{\l}aw Pawlak who passed away almost six year ago. He is the founder of the Polish school of Artificial Intelligence and one of the pioneers in Computer Engineering and Computer Science with worldwide influence. He was a truly great scientist, r
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This book is dedicated to the memory of Professor Zdzis{\l}aw Pawlak who passed away almost six year ago. He is the founder of the Polish school of Artificial Intelligence and one of the pioneers in Computer Engineering and Computer Science with worldwide influence. He was a truly great scientist, r

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