Rough Sets: International Joint Conference, IJCRS 2016, Santiago de Chile, Chile, October 7–11, 2016, Proceedings PDF
Preview Rough Sets: International Joint Conference, IJCRS 2016, Santiago de Chile, Chile, October 7–11, 2016, Proceedings
Víctor Flores · Fernando Gomide Andrzej Janusz · Claudio Meneses Duoqian Miao · Georg Peters Dominik Slezak · Guoyin Wang Richard Weber · Yiyu Yao (Eds.) 0 2 9 9 I Rough Sets A N L International Joint Conference, IJCRS 2016 Santiago de Chile, Chile, October 7–11, 2016 Proceedings 123 fi Lecture Notes in Arti cial Intelligence 9920 Subseries of Lecture Notes in Computer Science LNAI Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany LNAI Founding Series Editor Joerg Siekmann DFKI and Saarland University, Saarbrücken, Germany More information about this series at http://www.springer.com/series/1244 í V ctor Flores Fernando Gomide (cid:129) Andrzej Janusz Claudio Meneses (cid:129) Duoqian Miao Georg Peters (cid:129) Ś ę Dominik l zak Guoyin Wang (cid:129) Richard Weber Yiyu Yao (Eds.) (cid:129) Rough Sets International Joint Conference, IJCRS 2016 – Santiago de Chile, Chile, October 7 11, 2016 Proceedings 123 Editors Víctor Flores Georg Peters Universidad Católica del Norte University of AppliedSciences Antofagasta Munich Chile Germany Fernando Gomide Dominik Ślęzak University of Campinas University of Warsaw andInfobright Campinas, SP Warsaw Brazil Poland Andrzej Janusz GuoyinWang University of Warsaw ChongqingUniversity ofPosts Warsaw andTelecommunications Poland Chongqing China Claudio Meneses Universidad delCatólica delNorte Richard Weber Antofagasta Universidad deChile Chile Santiago Chile Duoqian Miao TongjiUniversity YiyuYao Shanghai University of Regina China Regina, SK Canada ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Artificial Intelligence ISBN 978-3-319-47159-4 ISBN978-3-319-47160-0 (eBook) DOI 10.1007/978-3-319-47160-0 LibraryofCongressControlNumber:2016952879 LNCSSublibrary:SL7–ArtificialIntelligence ©SpringerInternationalPublishingAG2016 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This book contains regular and workshop papers selected for presentation at the 2016 International Joint Conference on Rough Sets (IJCRS 2016) held at Universidad de Chile, Santiago de Chile, during October 7–11, 2016. IJCRS 2016 merged four main areas referring to major topics of rough set con- ferencesheldsofar:roughsetsanddatascience(inrelationtoRSCTCseriesorganized since 1998), rough sets and granular computing (in relation to RSFDGrC series organized since 1999), rough sets and knowledge technology (in relation to RSKT series organized since 2006), and rough sets and intelligent systems (in relation to RSEISP series organized since 2007). It followed the success of the Joint Rough Set Symposiums (currently called International Joint Conferences on Rough Sets) estab- lished in Toronto, Canada (2007) and then continued in Chengdu, China (2012), Halifax,Canada(2013),GranadaandMadrid,Spain(2014),andTianjin,China(2015), where the new acronym – IJCRS – was used for the first time. Its goal was to attract expertsfromacademiaandindustryfromallovertheworld,includingthoseworkingin variousfieldsrelatedtotheoreticalfoundationsandpracticalapplicationsofroughsets, thoseworkinginotherfields,wishingtodiscusstheirresultsandexperiences withthe rough set community, as well as those dealing with real-world problems, wishing to discuss them with others and to look for new inspirations. IJCRS 2016 comprised a vital mix of regular presentations and plenary sessions. The conference opening anniversary talk and the special plenary memorial session were dedicated to the seminal achievements of Zdzisław I. Pawlak (1926–2006) – a Polish mathematician and computer scientist, the founder of rough sets (1982), who also contributed to the design of the first Polish computer (1950), introduced a new approachtorandomnumbergeneration(1953),introducedapositionalnumeralsystem with base -2, introduced a generalized class of reverse Polish notation languages, proposedanewformalmodelofadigitalmachine,createdthefirstmathematicalmodel of DNA (1965), and proposed a new, very well-received mathematical model of conflict analysis (1984). The conference program also included 12 other keynotes and plenary talks, two tutorials, the 4th International Workshop on Three-way Decisions, Uncertainty, and Granular Computing (TWDUG), and the annual meeting of the International Rough Set Society (IRSS) at which its newly elected officers (for the period2016–2018)andnewlyappointedfellowsandseniormemberswerewelcomed. IJCRS 2016 attracted 109 submissions (not including invited and special memorial session contributions), which underwent a rigorous reviewing process. Each accepted full-length paper was evaluated by three to five experts on average. In the present volume, 47 regular and workshop submissions are published as full-length papers. Moreover, 27 papers are published in the form of extended abstracts in additional conferencematerials.Allfull-lengthpapersweregatheredintoninesectionsthatreflect someofthemaintrendsinroughsetresearchandillustratehowroughsetscanco-exist with other approaches. Section 1 includes full-length papers prepared by keynote VI Preface speakers, tutorial speakers, and IRSS fellows invited to deliver plenary talks at IJCRS 2016.Sections2and3containpapersshowinghowroughsetsrelatetotheconceptsof approximation, granulation, non-determinism, and incompleteness. Section 4 gathers full-length papers accepted to the TWDUG workshop. Section 5 contains both rough- set-related as well as not-rough-set-related papers on fuzziness and similarity in knowledge representation. Finally, Sections 6–9 correspond to the topics of machine learning and decision making, ranking and clustering, derivation and application of rule-based classifiers, as well as various rough-set-related aspects of working with feature subsets in knowledge discovery. We would like to thank all authors for con- tributing to the conference, as well as all Program Committee members and external reviewers for their hard work and very insightful comments. The conference would not have been successful without support received from distinguishedindividualsandorganizations.WeexpressourgratefulnesstotheIJCRS 2016 honorary chairs, Andrzej Skowron and Bo Zhang, for their great leadership. We thank Davide Ciucci, Pablo A. Estévez, Jerzy W. Grzymała-Busse, Qinghua Hu, Xiaohua Tony Hu, Masahiro Inuiguchi, Pawan Lingras, Ernestina Menasalvas, Marco Orellana,SankarK.Pal,LechT.Polkowski,RomanSłowiński,andShusakuTsumoto for deliveringexcellent keynoteandplenarytalks.Wethank Davide Ciucci,Salvatore Greco, Jouni Järvinen, Tianrui Li, Wojciech Moczulski, Hung Son Nguyen, Piotr Przystałka, Marek Sikora, Andrzej Skowron, and Radosław Zimroz for preparing tutorial materials. We would also like to thank Jerzy Błaszczyński, Yasuo Kudo, Dun Liu, Jaime Pavlich, Diego Urrutia, and Juan D. Velásquez, who supported the con- ference as tutorial, workshop, and publicity chairs. We are grateful to Soledad Arria- gada, Juan Bekios, Karla Jaramillo, Aurora Radich, and all other representatives of Universidad de Chile and Universidad Católica del Norte who were involved in the conference organization. We acknowledge Davide Ciucci, Chris Cornelis, Marcin Szeląg,andMarcinSzczukafortheiradditionalsignificanthelpatvariousstagesofthe conference publicity and material preparation. We would like to thank our sponsors, Springer,IRSS,andDataMiningServicesLtd.,fortheirstrategicandfinancialsupport. IJCRS2016waspartiallyfundedbytheComplexEngineeringSystemsInstitute,ISCI (ICM-FIC: P05-004-F, CONICYT: FB0816). We also acknowledge that we used EasyChair to conduct the paper-reviewing process. October 2016 Víctor Flores Fernando Gomide Andrzej Janusz Claudio Meneses Duoqian Miao Georg Peters Dominik Ślęzak Guoyin Wang Richard Weber Yiyu Yao IJCRS 2016 Organization Honorary Chairs Andrzej Skowron University of Warsaw, Poland Bo Zhang Tsinghua University, China Conference Chairs Dominik Ślęzak University of Warsaw and Infobright, Poland Richard Weber Universidad de Chile, Chile Steering Committee Claudio Meneses Universidad Católica del Norte, Chile Duoqian Miao Tongji University, China Georg Peters Munich University of Applied Sciences, Germany Yiyu Yao University of Regina, Canada Program Chairs Víctor Flores Universidad Católica del Norte, Chile Fernando Gomide Universidade Estadual de Campinas, Brazil Andrzej Janusz University of Warsaw, Poland Guoyin Wang Chongqing University of Posts and Telecommunications, China Workshop and Tutorial Chairs Dun Liu Southwest Jiaotong University, China Diego Urrutia Universidad Católica del Norte, Chile Publicity Chairs Jerzy Błaszczyński Poznań University of Technology, Poland Yasuo Kudo Muroran Institute of Technology, Japan Jaime Pavlich Pontificia Universidad Javeriana, Colombia Juan D. Velásquez Universidad de Chile, Chile VIII IJCRS 2016Organization Local Organizing Committee Soledad Arriagada Universidad de Chile, Chile Juan Bekios Universidad Católica del Norte, Chile Karla Jaramillo Universidad de Chile, Chile Aurora Radich Universidad de Chile, Chile IJCRS 2016 Program Committee Piotr Artiemjew University of Warmia and Mazury, Poland Nouman Azam FAST-NU, Pakistan Ahmad Taher Azar Benha University, Egypt Cesar Azurdia Universidad de Chile, Chile Philippe Balbiani Inria de Toulouse, France Mohua Banerjee IIT Kanpur, India Alan Barton Carleton University, Canada Juan Bekios Universidad Católica del Norte, Chile Rafael Bello Universidad Central de Las Villas, Cuba Jerzy Błaszczyński Poznań University of Technology, Poland Nizar Bouguila Concordia University, Canada Mihir Chakraborty Jadavpur University, India Shampa Chakraverty Netaji Subhas Institute of Technology, India Chien-Chung Chan University of Akron, USA Hongmei Chen Southwest Jiaotong University, China Mu-Chen Chen National Chiao Tung University, Taiwan Davide Ciucci University of Milano-Bicocca, Italy Chris Cornelis Ghent University, Belgium Zoltán Ernő Csajbók University of Debrecen, Hungary Jianhua Dai Tianjin University, China Martine De Cock University of Washington Tacoma, USA Ali Dehghanfirouzabadi Universidad de Santiago de Chile, Chile Dayong Deng Zhejiang Normal University, China Thierry Denoeux Université de Technologie de Compiègne, France Lipika Dey TCS Innovation Lab Delhi, India Fernando Diaz University of Valladolid, Spain Didier Dubois IRIT/RPDMP, France Ivo Düntsch Brock University, Canada Zied Elouedi Institut Suprieur de Gestion de Tunis, Tunisia G. Ganesan Adikavi Nannaya University, India Yang Gao Nanjing University, China Anna Gomolińska University of Białystok, Poland Salvatore Greco University of Catania, Italy Jerzy Grzymała-Busse University of Kansas, USA Shen-Ming Gu Zhejiang Ocean University, China Christopher Henry University of Winnipeg, Canada Chris Hinde Loughborough University, UK IJCRS 2016Organization IX Qinghua Hu Tianjin University, China Dmitry Ignatov National Research University Higher School of Economics, Russia Masahiro Inuiguchi Osaka University, Japan Ryszard Janicki McMaster University, Canada Jouni Järvinen TXODDSandLappeenrantaUniversityofTechnology, Finland Richard Jensen Aberystwyth University, UK Xiuyi Jia Nanjing University of Science and Technology, China Md. Aquil Khan IIT Indore, India Yoo-Sung Kim Inha University, Korea Beata Konikowska Institute of Computer Science PAS, Poland Jacek Koronacki Institute of Computer Science PAS, Poland Bożena Kostek Gdańsk Univerity of Technology, Poland Marzena Kryszkiewicz Warsaw University of Technology, Poland Yasuo Kudo Muroran Institute of Technology, Japan Yoshifumi Kusunoki Osaka University, Japan Sergei O. Kuznetsov National Research University Higher School of Economics, Russia Carson K. Leung University of Manitoba, Canada Rory A. Lewis University of Colorado Colorado Springs, USA Huaxiong Li Nanjing University, China Tianrui Li Southwest Jiaotong University, China Decui Liang University of Electronic Science and Technology of China, China Jiye Liang Shanxi University, China Churn-Jung Liau Academia Sinica, Taiwan Pawan Lingras Saint Mary’s University, Canada Caihui Liu Gannan Normal University, China Dun Liu Southwest Jiaotong University, China Guilong Liu Beijing Language and Culture University, China Pradipta Maji Indian Statistical Institute, India A. Mani Calcutta University, India Victor Marek University of Kentucky, USA Nikolaos Matsatsinis Technical University of Crete, Greece Jesús Medina-Moreno University of Cádiz, Spain Ernestina Menasalvas Technical University of Madrid, Spain Jose Merigo Universidad de Chile, Chile Ju-Sheng Mi Xi’an Jiaotong University, China Tamás Mihálydeák University of Debrecen, Hungary Fan Min Southwest Petroleum University, China Boris Mirkin National Research University Higher School of Economics, Russia Sushmita Mitra Indian Statistical Institute, India Sadaaki Miyamoto University of Tsukuba, Japan Mikhail Ju. Moshkov KAUST, Saudi Arabia
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