Rough Sets and Intelligent Systems Paradigms: Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings

407 Pages·2014·11.884 MB·English

by  Marzena Kryszkiewicz, Chris Cornelis, Davide Ciucci, Jesús Medina-Moreno, Hiroshi Motoda, Zbigniew W. Raś (eds.)

Marzena Kryszkiewicz Chris Cornelis
Davide Ciucci Jesús Medina-Moreno
Hiroshi Motoda Zbigniew W. Ras (Eds.)
Rough Sets and
7 Intelligent Systems
3
5
8

AI Paradigms
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Second International Conference, RSEISP 2014
Held as Part of JRS 2014
Granada and Madrid, Spain, July 9–13, 2014
Proceedings
123
Lecture Notes in Artificial Intelligence 8537
Subseries of Lecture Notes in Computer Science
LNAISeriesEditors
RandyGoebel
UniversityofAlberta,Edmonton,Canada
YuzuruTanaka
HokkaidoUniversity,Sapporo,Japan
WolfgangWahlster
DFKIandSaarlandUniversity,Saarbrücken,Germany
LNAIFoundingSeriesEditor
JoergSiekmann
DFKIandSaarlandUniversity,Saarbrücken,Germany
Marzena Kryszkiewicz Chris Cornelis
Davide Ciucci Jesús Medina-Moreno
Hiroshi Motoda Zbigniew W. Ras´ (Eds.)
Rough Sets and
Intelligent Systems
Paradigms
Second International Conference, RSEISP 2014
Held as Part of JRS 2014
Granada and Madrid, Spain, July 9-13, 2014
Proceedings
1 3
VolumeEditors
MarzenaKryszkiewicz
WarsawUniversityofTechnology,Poland
E-mail:[email protected]
ChrisCornelis
UniversityofGranada,Spain
E-mail:[email protected]
DavideCiucci
UniversityofMilano-Bicocca,Milano,Italy
E-mail:[email protected]
JesúsMedina-Moreno
UniversityofCàdiz,PuertoReal,Spain
E-mail:[email protected]
HiroshiMotoda
OsakaUniversity,Japan
E-mail:[email protected]
ZbigniewW.Ras´
UniversityofNorthCarolina,Charlotte,NC,USA
andWarsawUniversityofTechnology,Poland
E-mail:[email protected]
ISSN0302-9743 e-ISSN1611-3349
ISBN978-3-319-08728-3 e-ISBN978-3-319-08729-0
DOI10.1007/978-3-319-08729-0
SpringerChamHeidelbergNewYorkDordrechtLondon
LibraryofCongressControlNumber:Appliedfor
LNCSSublibrary:SL7–ArtificialIntelligence
©SpringerInternationalPublishingSwitzerland2014
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Preface
This volume contains the papers accepted for presentation at the Second Inter-
nationalConferenceonRoughSetsandEmergingIntelligentSystemsParadigms
(RSEISP2014),which,alongwiththeNinthInternationalConferenceonRough
SetsandCurrentTrendsinComputing(RSCTC2014),washeldasamajorpart
of the 2014JointRough Set Symposium (JRS 2014),during July 9–13,2014,in
Granada and Madrid, Spain. In addition, JRS 2014 also hosted the workshop
on RoughSets: Theory and Applications (RST&A), held in Granada on July 9,
2014.
JRS was organized for the first time in 2007 and was re-established in 2012
asthemajorflagshipIRSS-sponsoredeventgatheringdifferentrough-set-related
conferences and workshops every year. This year, it provided a forum for re-
searchers and practitioners interested in rough sets, fuzzy sets, intelligent sys-
tems, and complex data analysis.
RSEISP was organized for the first time in 2007. The conference was dedi-
catedtothememoryofProf.Zdzis(cid:3)lawPawlak,whoin1981hadproposedrough
set theory as a model of approximate reasoning. RSEISP 2007 was focused on
various forms of soft and granular computing such as rough and fuzzy sets,
knowledgetechnologyanddiscovery,dataprocessingandmining,aswellastheir
applications in information systems. It provided researchers, practitioners, and
students interested in emerging information technologies a forum to share inno-
vative theories, methodologies,and applications in roughset theory and related
areas.
JRS 2014 received 120 submissions that were carefully reviewed by three or
more Program Committee members or external reviewers. Papers submitted to
special sessions were subject to the same reviewing procedure as those submit-
ted to regular sessions. After the rigorous reviewing process, 40 regular papers
(acceptance rate 33.3%) and 37 short papers were accepted for presentation at
the symposium and publication in two volumes of the JRS proceedings. This
volumecontainsthe papersacceptedforthe conferenceRSEISP2014,aswell as
theinvitedpapersbyJerzyStefanowski(plenaryspeaker),PieroPagliani,Jakub
Wr´oblewski and Sebastian Stawicki (tutorial organizers).
It is truly a pleasure to thank all those people who helped this volume to
come into being and to turn JRS 2014 into a successful and exciting event. In
particular,wewouldliketoexpressourappreciationfortheworkoftheJRS2014
ProgramCommitteememberswhohelpedassurethehighstandardsofaccepted
papers. Also, we are grateful to the organizers of special sessions of JRS 2014:
EnriqueHerrera-Viedma,FranciscoJavierCabrerizo,IgnacioJavierP´erez,Lluis
Godo, Thomas Vetterlein, Manuel Ojeda-Aciego, Sergei O. Kuznetsov, Pablo
Cordero, Isaac Triguero, Salvador Garc´ıa, Robert Bembenik, Dariusz Gotlib,
Grzegorz Protaziuk, Bing Zhou, Hong Yu, and Huaxiong Li. Furthermore, we
VI Preface
want to thank the RST&A 2014 workshop chairs (Nele Verbiest and Piotr
Artiemjew), and we also gratefully acknowledge the generous help of the re-
maining JRS 2014 chairs - Dominik S´l¸ezak, Ernestina Menasalvas Ruiz, Rafael
Bello,LinShang,ConsueloGonzalo,andSalvadorGarc´ıa,aswellasoftheSteer-
ing Committee members - Henryk Rybin´ski, Roman Sl(cid:3)owin´ski, Guoyin Wang,
and Yiyu Yao, for their hard work and valuable suggestions with respect to the
preparation of the proceedings and conference organization. Also, we want to
pay tribute to our honorary chairs, Lotfi Zadeh and Andrzej Skowron, whom
we deeply respect for their countless contributions to the field. We also wish
to express our thanks to Bernard De Baets, Francisco Herrera, and Jerzy Ste-
fanowski for accepting to be plenary speakers of JRS 2014. Last but not least,
we would like to thank all the authors of JRS 2014, without whose high-quality
contributions it would not have been possible to organize the symposium.
We also want to take this opportunity to thank our sponsors, in particular,
Infobright Inc. for being the industry sponsor of the entire event, and Springer
for contributing the best paper award.
We are very thankful to Alfred Hofmann and the excellent LNCS team at
Springer for their help and co-operation.We would also like to acknowledgethe
use of EasyChair, a great conference management system.
Finally, it is our sincere hope that the papers in the proceedings may be of
interest to the readers and inspire them in their scientific activities.
July 2014 Marzena Kryszkiewicz
Chris Cornelis
Davide Ciucci
Jesu´s Medina-Moreno
Hiroshi Motoda
Zbigniew W. Ra´s
JRS 2014 Organization
General Chairs
Ernestina Menasalvas Ruiz Polytechnic University of Madrid, Spain
Dominik S´l¸ezak UniversityofWarsaw,Poland&InfobrightInc.,
Poland
Steering Committee
Henryk Rybin´ski Warsaw University of Technology, Poland
Roman S(cid:3)lowin´ski Poznan´ University of Technology, Poland
Guoyin Wang Chongqing University of Posts and
Telecommunications, China
Yiyu Yao University of Regina, Canada
Program Chairs
Chris Cornelis University of Granada, Spain (RSCTC 2014)
Marzena Kryszkiewicz Warsaw University of Technology, Poland
(RSEISP 2014)
Program Co-chairs for RSCTC 2014
Rafael Bello Central University of Las Villas, Cuba
Lin Shang Nanjing University, China
Program Co-chairs for RSEISP 2014
Hiroshi Motoda Osaka University, Japan
Zbigniew W. Ra´s University of North Carolina at Charlotte,
USA & Warsaw University of Technology,
Poland
Special Session and Tutorial Chairs
Davide Ciucci University of Milano-Bicocca, Italy
Jesu´s Medina-Moreno University of C´adiz, Spain
VIII JRS 2014 Organization
RST&A Workshop Chairs
Piotr Artiemjew University of Warmia and Masuria in Olsztyn,
Poland
Nele Verbiest Ghent University, Belgium
Local Chairs
Salvador Garc´ıa University of Ja´en, Spain (Granada)
Consuelo Gonzalo Polytechnic University of Madrid, Spain
(Madrid)
Program Committee
Arun Agarwal Zied Elouedi
Piotr Andruszkiewicz Javier Fernandez
Piotr Artiemjew Wojciech Froelich
S. Asharaf Salvador Garc´ıa
Sanghamitra Bandyopadhyay Piotr Gawrysiak
Mohua Banerjee Guenther Gediga
Andrzej Bargiela Lluis Godo
Luis Baumela Molina Joao Gomes
Jan G. Bazan Anna Gomolin´ska
Robert Bembenik Santiago Gonzalez Tortosa
Jos´e Manuel Ben´ıtez Consuelo Gonzalo Mart´ın
Jerzy Bl(cid:3)aszczyn´ski Dariusz Gotlib
Nizar Bouguila Salvatore Greco
Humberto Bustince Jerzy Grzymal(cid:3)a-Busse
Francisco Javier Cabrerizo Jonatan G´omez
Yongzhi Cao Jun He
Mihir K. Chakraborty Francisco Herrera
Chien-Chung Chan Enrique Herrera-Viedma
Pablo Cordero Pilar Herrero
Oscar Cordo´n Chris Hinde
Zolta´n Csajb´ok Shoji Hirano
Bijan Davvaz W(cid:3)ladyslaw Homenda
Martine De Cock Qinghua Hu
Antonio de La Torre Masahiro Inuiguchi
Dayong Deng Ryszard Janicki
Lipika Dey Andrzej Janusz
Fernando Diaz Richard Jensen
Maria Do Carmo Nicoletti Jouni J¨arvinen
Didier Dubois Janusz Kacprzyk
Ivo Du¨ntsch Etienne Kerre
JRS 2014 Organization IX
Beata Konikowska James F. Peters
Jacek Koronacki Frederick Petry
Vladik Kreinovich Jose Mar´ıa Pen˜a
Yasuo Kudo Jonas Poelmans
Sergei O. Kuznetsov Lech Polkowski
Huaxiong Li Henri Prade
Tianrui Li Grzegorz Protaziuk
Jiye Liang Ignacio Javier P´erez
Churn-Jung Liau Keyun Qin
Antoni Lig¸eza Anna Maria Radzikowska
Mario Lillo Saavedra Vijay V. Raghavan
PawanLingras Sheela Ramanna
Dun Liu Francisco P. Romero
Dickson Lukose Dominik Ryz˙ko
Neil Mac Parthalain Wojciech Rza¸sa
Luis Magdalena Yvan Saeys
Victor Marek Hiroshi Sakai
Mar´ıa Jos´e Mart´ın-Bautista Abdel-Badeeh Salem
Benedetto Matarazzo Miguel A´ngel Sanz-Bobi
Luis Mengual Gerald Schaefer
Jusheng Mi Steven Schockaert
Duoqian Miao Jesu´s Serrano-Guerrero
Tama´s Miha´lyde´ak B. Uma Shankar
Evangelos Milios Qiang Shen
Fan Min Marek Sikora
Sadaaki Miyamoto Arul Siromoney
Javier Montero Myra Spiliopoulou
Jesu´s Montes Jerzy Stefanowski
Mikhail Moshkov John G. Stell
Hiroshi Motoda Jaros(cid:3)law Stepaniuk
Santiago Muelas Pascual Zbigniew Suraj
Tetsuya Murai Piotr Synak
Michinori Nakata Andrzej Szal(cid:3)as
Amedeo Napoli Marcin Szczuka
Hung Son Nguyen Domenico Talia
Sinh Hoa Nguyen Vicenc¸ Torra
Vilem Novak Isaac Triguero
Hannu Nurmi Li-Shiang Tsay
Manuel Ojeda-Aciego Shusaku Tsumoto
Jose Angel Olivas Varela Athina Vakali
Piero Pagliani Nam Van Huynh
Krzysztof Pancerz Nele Verbiest
Gabriella Pasi Jos´e Luis Verdegay
Witold Pedrycz Thomas Vetterlein
Georg Peters Krzysztof Walczak
X JRS 2014 Organization
Xin Wang Yong Yang
Junzo Watada Jingtao Yao
Geert Wets Hong Yu
Alicja Wieczorkowska Sl(cid:3)awomir Zadroz˙ny
Arkadiusz Wojna Danuta Zakrzewska
Marcin Wolski Yan-Ping Zhang
Micha(cid:3)l Wo´zniak Bing Zhou
Jakub Wr´oblewski William Zhu
Wei-Zhi Wu Wojciech Ziarko
External Reviewers
Ola Amayri Seyednaser Nourashrafeddin
Fernando Bobillo Robert Olszewski
Mar´ıa Eugenia Cornejo Pin˜ero Stanis(cid:3)law Oszczak
Lynn D’eer Wojciech Pachelski
Subasish Das Emanuele Panzeri
Glad Deschrijver Sandra Sandri
Waldemar Koczkodaj Andrzej Stateczny
Adam Lenarcic Zbigniew Szyman´ski
Tetsuya Murai Peter Vojt´aˇs
Petra Murinova Xiangru Wang
Julian Myrcha