Table Of ContentIntelligent Systems Reference Library 42
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 1
123
Editors
Prof.AndrzejSkowron Prof.ZbigniewSuraj
InstituteofMathematics InstituteofComputerScience
UniversityofWarsaw UniversityofRzeszo´w
Warsaw Rzeszo´w
Poland Poland
ISSN1868-4394 e-ISSN1868-4408
ISBN978-3-642-30343-2 e-ISBN978-3-642-30344-9
DOI10.1007/978-3-642-30344-9
SpringerHeidelbergNewYorkDordrechtLondon
LibraryofCongressControlNumber:2012939519
(cid:2)c Springer-VerlagBerlinHeidelberg2013
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Affiliations of Authors (Vol. 1 & Vol. 2)
AbdulazizAlkhalid
MathematicalandComputerSciencesandEngineeringDivision
KingAbdullahUniversityofScienceandTechnology
Thuwal,23955-6900
SaudiArabia
e-mail:[email protected]
TalhaAmin
MathematicalandComputerSciencesandEngineeringDivision
KingAbdullahUniversityofScienceandTechnology
Thuwal,23955-6900
SaudiArabia
e-mail:[email protected]
PiotrArtiemjew
DepartmentofMathematicsandComputerScience
UniversityofWarmiaandMazury
54,Słoneczna,Olsztyn,10-710
Poland
e-mail:[email protected]
S. Asharaf
IndianInstituteofManagementKozhikode
Kozhikode,Kerala
India673570
e-mail:[email protected]
NoumanAzam
DepartmentofComputerScience
UniversityofRegina
Regina,Saskatchewan
CanadaS4S0A2
e-mail:[email protected]
VI AffiliationsofAuthors(Vol.1&Vol.2)
SanghamitraBandyopadhyay
MachineIntelligenceUnit
IndianStatisticalInstitute
203,B.T.Road,Kolkata700108
India
e-mail:[email protected]
MohuaBanerjee
IndianInstituteofTechnology
Kanpur,208016
India
e-mail:[email protected]
MinakshiBanerjee
CenterforSoftComputingResearch
IndianStatisticalInstitute
203,B.T.Road,Kolkata700108
India
e-mail:[email protected]
Jan G.Bazan
InstituteofComputerScience
UniversityofRzeszo´w
2,Dekerta,Rzeszo´w,35-030
Poland
e-mail:[email protected]
and
InstituteofMathematics
UniversityofWarsaw
2,Banacha.,Warsaw,02-097
Poland
StanisławaBazan-Socha
SecondDepartmentofInternalMedicine
JagiellonianUniversityMedicalCollege
8,Skawin´ska,Cracow,31-066
Poland
e-mail:[email protected]
TheresaBeaubouef
DepartmentofComputerScienceandIndustrialTechnology
SLU10847
SoutheasternLouisianaUniversity
Hammond,LA70402
USA
e-mail:[email protected]
AffiliationsofAuthors(Vol.1&Vol.2) VII
Parag Bhalchandra
SchoolofComputationalSciences
SwamiRamanandTeerthMarathwadaUniversity
Nanded,Maharashtra
India431606
e-mail:[email protected]
Jerzy Błaszczyn´ski
InstituteofComputingScience
Poznan´ UniversityofTechnology
2,Piotrowo,Poznan´,60-965
Poland
e-mail:[email protected]
ZbigniewBonikowski
InstituteofMathematicsandInformatics
OpoleUniversity
Poland
e-mail:[email protected]
Edward Bryniarski
InstituteofMathematicsandInformatics
OpoleUniversity
Poland
e-mail:[email protected]
SylwiaBuregwa-Czuma
InstituteofComputerScience
UniversityofRzeszo´w
2,Dekerta,Rzeszo´w,35-030
Poland
e-mail:[email protected]
Cory Butz
DepartmentofComputerScience
UniversityofRegina
3737WascanaParkway
Regina,Saskatchewan
CanadaS4S0A2
e-mail:[email protected]
MihirKr.Chakraborty
CenterforCognitiveScience
JadavpurUniversity
Kolkata700032
India
VIII AffiliationsofAuthors(Vol.1&Vol.2)
and
IndianStatisticalInstitute
203,B.T.Road,Kolkata700108
India
e-mail:[email protected]
Nick Cercone
DepartmentofComputerScienceandEngineering
YorkUniversityToronto
ONM3J1P3,Canada
e-mail:[email protected]
Chien-Chung Chan
DepartmentofComputerScience,CAS221
UniversityofAkron
Akron,OH44325-4003
USA
e-mail:[email protected]
Chiao-Chen Chang
DepartmentofInternationalBusiness
NationalDongHwaUniversity
No.1,Sec.2,DaHsuehRd.,Shoufeng,Hualien97401
Taiwan
e-mail:[email protected]
HongmeiChen
SchoolofInformationScienceandTechnology
SouthwestJiaotongUniversity&KeyLabofCloudComputingandIntelligent
Technology
Chengdu,610031
China
e-mail:[email protected]
IgorChikalov
MathematicalandComputerSciencesandEngineeringDivision
KingAbdullahUniversityofScienceandTechnology
Thuwal,23955-6900
SaudiArabia
e-mail:[email protected]
Yang-Chieh Chin
DepartmentofManagementScience
NationalChiaoTungUniversity
1001Ta-HsuehRoad,Hsinchu300
Taiwan
e-mail:[email protected]
AffiliationsofAuthors(Vol.1&Vol.2) IX
DavydovMaksymVolodymyrovych
LvivPolytechnicNationalUniversity
12,Bandery,L’viv,79013
Ukraine
e-mail:[email protected]
PawełDelimata
InstituteofComputerScience
UniversityofRzeszo´w
2,Dekerta,Rzeszo´w,35-030
Poland
e-mail:[email protected]
Ivo Du¨ntsch
BrockUniversity,St.Catharines,Ontario
Canada,L2S3A1
e-mail:[email protected]
AlyA. Fahmy
FacultyofComputersandInformation
CairoUniversity
Egypt
e-mail:[email protected]
Gu¨ntherGediga
DepartmentofPsychology,InstitutIV,Universita¨tMu¨nster
Fliednerstr.21,Mu¨nster48149
Germany
e-mail:[email protected]
SalvatoreGreco
DepartmentofEconomicsandBusiness
UniversityofCatania
55,CorsoItalia,Catania,95129
Italy
e-mail:[email protected]
PiotrGrochowalski
InstituteofComputerScience
UniversityofRzeszo´w
2,Dekerta,Rzeszo´w,35-030
Poland
e-mail:[email protected]
X AffiliationsofAuthors(Vol.1&Vol.2)
Jerzy W. Grzymała-Busse
DepartmentofElectricalEngineeringandComputerScience
UniversityofKansas
3014EatonHall
1520W.15thSt.,Lawrence,KS66045-7621
USA
e-mail:[email protected]
and
InstituteofComputerScience,PolishAcademyofScience
5,JanaKazimierza,Warsaw,01-237
Poland
OsmanGurdal
SchoolofMedicine,IUPUI
975W.WalnutStreet,Indianapolis,IN46202
USA
e-mail:[email protected]
AboulEllaHassanien
FacultyofComputersandInformation
CairoUniversity
Egypt
e-mail:[email protected]
HodychOles Vasyliovych
LvivPolytechnicNationalUniversity
12,Bandery,L’viv,79013
Ukraine
e-mail:[email protected]
JunHu
InstituteofComputerScienceandTechnology
ChongqingUniversityofPostsandTelecommunications
Chongqing,400065
P.R.China
e-mail:[email protected]
QinghuaHu
HarbinInstituteofTechnology
Box458,Harbin150001,HeilongjiangProvince
P.R.China
e-mail:huqinghua@ hit.edu.cn
Shahid Hussain
MathematicalandComputerSciencesandEngineeringDivision
KingAbdullahUniversityofScienceandTechnology
AffiliationsofAuthors(Vol.1&Vol.2) XI
Thuwal,23955-6900
SaudiArabia
e-mail:[email protected]
MasahiroInuiguchi
GraduateSchoolofEngineeringScience
1-3Machikaneyama-cho,Toyonaka,Osaka560-8531
Japan
e-mail:[email protected]
Ryszard Janicki
DepartmentofComputingandSoftware
McMasterUniversity
Hamilton,ON
CanadaL8S4K1
e-mail:[email protected]
JanuszKacprzyk
SystemsResearchInstitute,PolishAcademyofSciences
6,Newelska,Warsaw,01-447
Poland
e-mail:[email protected]
and
WIT-WarsawSchoolofInformationTechnology
6,Newelska,Warsaw,01-447
Poland
Md.AquilKhan
TheInstituteofMathematicalSciences
Chennai,600113
India
e-mail:[email protected]
and
InstituteofMathematics
UniversityofWarsaw
2,Banacha,Warsaw,02-097
Poland
Ikno Kim
TheGraduateSchoolofInformation,ProductionandSystems
WasedaUniversity
2-7Hibikino,Wakamatsu,Kitakyushu808-0135
Japan
e-mail:[email protected]
Description: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