Foundations of Intelligent Systems: 19th International Symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011. Proceedings PDF
Preview Foundations of Intelligent Systems: 19th International Symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011. Proceedings
Lecture Notes in Artificial Intelligence 6804 EditedbyR.Goebel,J.Siekmann,andW.Wahlster Subseries of Lecture Notes in Computer Science Marzena Kryszkiewicz Henryk Rybinski Andrzej Skowron Zbigniew W. Ras´ (Eds.) Foundations of Intelligent Systems 19th International Symposium, ISMIS 2011 Warsaw, Poland, June 28-30, 2011 Proceedings 1 3 SeriesEditors RandyGoebel,UniversityofAlberta,Edmonton,Canada JörgSiekmann,UniversityofSaarland,Saarbrücken,Germany WolfgangWahlster,DFKIandUniversityofSaarland,Saarbrücken,Germany VolumeEditors MarzenaKryszkiewicz HenrykRybinski WarsawUniversityofTechnology,Nowowiejska15/19,00-665Warsaw,Poland E-mail:{mkr,hrb}@ii.pw.edu.pl AndrzejSkowron TheUniversityofWarsaw,Banacha2,02-097Warsaw,Poland E-mail:[email protected] ZbigniewW.Ras´ UniversityofNorthCarolina,Charlotte,NC28223,USA andWarsawUniversityofTechnology,Nowowiejska15/19,00-665Warsaw,Poland E-mail:[email protected] ISSN0302-9743 e-ISSN1611-3349 ISBN978-3-642-21915-3 e-ISBN978-3-642-21916-0 DOI10.1007/978-3-642-21916-0 SpringerHeidelbergDordrechtLondonNewYork LibraryofCongressControlNumber:2011929786 CRSubjectClassification(1998):I.2,H.3,H.2.8,H.4-5,I.4,F.1,I.5 LNCSSublibrary:SL7–ArtificialIntelligence ©Springer-VerlagBerlinHeidelberg2011 Thisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,re-useofillustrations,recitation,broadcasting, reproductiononmicrofilmsorinanyotherway,andstorageindatabanks.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965, initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsareliable toprosecutionundertheGermanCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,etc.inthispublicationdoesnotimply, evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevantprotectivelaws andregulationsandthereforefreeforgeneraluse. Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface This volume contains the papers selected for presentation at the 19th Interna- tional Symposium on Methodologies for Intelligent Systems—ISMIS 2011, held in Warsaw, Poland, June 28-30, 2011. The symposium was organized by the Institute of Computer Science at Warsaw University of Technology. ISMIS is a conference series that started in 1986. Held twice every three years, ISMIS pro- videsaninternationalforumforexchangingscientific,research,andtechnological achievements in building intelligent systems. The following major areas were selected for ISMIS 2011: theory and ap- plications of rough sets and fuzzy sets, knowledge discovery and data mining, socialnetworks,multi-agentsystems,machinelearning,miningindatabasesand warehouses, text mining, theoretical issues and applications of intelligent Web, applications of intelligent systems, inter alia in sound processing, biology and medicine. Out of 131 submissions, 71 contributed papers were accepted for publica- tion by the international Program Committee with help of additional external referees. Every paper was assigned to three reviewers. Initially, some of these paperswereconditionallyapprovedsubjecttorevisionandthenre-evaluated.In addition,four plenarytalks were givenby Jaime Carbonell,Andrzej Czyz˙ewski, Donato Malerba, and Luc De Raedt. Four special sessions were organized: Spe- cial Sessionon RoughSets, devoted to the Memory of Zdzisl(cid:2)aw Pawlak,Special SessiononChallengesinKnowledgeDiscoveryandDataMining,devotedto the MemoryofJanZ˙ytkow,SpecialSessiononSocialNetworks,andSpecialSession on Multi-Agent Systems. TheISMISconferencewasaccompaniedbythedataminingcontestonMusic InformationRetrieval,andIndustrialSessiononEmergingIntelligentTechnolo- gies in Industry, as well as a post-conference workshop, devoted to SYNAT, which is a large scientific Polish project funded by the National Centre for Re- search and Development (NCBiR), aiming at creating a universal hosting and scientificcontentstorageandsharingplatformforacademia,education,andopen knowledge society. We wish to express our thanks to all the ISMIS 2011 reviewers, and to the invited speakers. Our thanks go to the organizers of special sessions, namely, JerzyGrzymal(cid:2)a-Busse(SpecialSessiononRoughSets),ShusakuTsumoto(Spe- cial Session on Challenges in Knowledge Discovery and Data Mining), Hakim Hacid (Special Session on Social Networks), and Barbara Dunin-Keplicz (Spe- (cid:2) cial Session on Multi-Agent Systems). We would also like to express our appreciation to the organizers of accom- panying events: Marcin Wojnarski and Joanna S´wietlicka from TunedIt, who successfully launched the contest; Boz˙ena Kostek, Pawe(cid:2)l Z˙wan, Andrzej Sitek, and Andrzej Czyz˙ewski for providing a data set for the Music Genres contest VI Preface task; Zbigniew Ra´s and Wenxin Jiang for providing a data set for the Music Instruments task; Dominik Ryz˙ko for his involvement in all the organizational mattersrelatedto ISMIS2011,andfor organizingthe industrialsession;Robert Bembenik and L(cid:2) ukasz Skonieczny for organizing the post-conference SYNAT workshop. We are grateful to Piotr Kol(cid:2)aczkowski for the creation and mainte- nanceoftheconferencewebsite,aswellasBoz˙ennaSkalskaandJoannaKonczak for their administrative work. Our sincere thanks go to Aijun An, Petr Berka, Jaime Carbonell, Nick Cer- cone, Tapio Elomaa, Floriana Esposito, Donato Malerba, Stan Matwin, Jan Rauch, Lorenza Saitta, Giovanni Semeraro,Dominik S´lezak, Maria Zemankova, (cid:2) whoservedasmembersofISMIS2011SteeringCommittee.Moreover,ourthanks are due to Alfred Hofmann of Springer for his continuous support and to Anna Kramer and Ingrid Haas for their work on the proceedings. June 2011 Marzena Kryszkiewicz Henryk Rybin´ski Andrzej Skowron Zbigniew W. Ra´s Organization ISMIS 2011 was organized by the Institute of Computer Science, Warsaw Uni- versity of Technology, Warsaw, Poland. Executive Committee General Chair Zbigniew Ra´s (University of North Carolina at Charlotte, USA and Warsaw University of Technology, Poland) Conference Chair Marzena Kryszkiewicz (Warsaw University of Technology, Poland) ProgramCo-chairs Henryk Rybin´ski (Warsaw University of Technology,Poland) Andrzej Skowron(University of Warsaw, Poland) Organizing Chair Dominik Ryz˙ko (Warsaw University of Technology,Poland) Steering Committee Aijun An York University, Canada Petr Berka University of Economics, Prague, Czech Republic Jaime Carbonell Carnegie Mellon University, USA Nick Cercone York University, Canada Tapio Elomaa Tampere University of Technology,Finland Floriana Esposito University of Bari, Italy Donato Malerba University of Bari, Italy Stan Matwin University of Ottawa, Canada Zbigniew Ra´s University of North Carolina at Charlotte, USA and Warsaw University of Technology,Poland Jan Rauch University of Economics, Prague, Czech Republic Lorenza Saitta Universita` del Piemonte Orientale, Italy Giovanni Semeraro University of Bari, Italy Dominik S´lezak Infobright Inc., Canada and University of (cid:2) Warsaw,Poland Maria Zemankova NSF, USA VIII Organization Program Committee Luigia Carlucci Aiello Universita` di Roma La Sapienza, Italy Troels Andreasen Roskilde University, Denmark Jan Bazan University of Rzeszo´w, Poland Salima Benbernou Universit´e Paris Descartes, France Marenglen Biba University of New York, Tirana, Albania Maria Bielikova Slovak University of Technology in Bratislava,Solvakia Ivan Bratko University of Ljubljana, Slovenia Francois Bry University of Munich, Germany Cory Butz University of Regina, Canada Jacques Calmet Universit¨at Karlsruhe,Germany Longbing Cao University of Technology Sydney, Australia Sandra Carberry University of Delaware, USA Michelangelo Ceci Universit`a di Bari, Italy Jianhua Chen Louisiana State University, USA Bruno Cremilleux University of Caen, France Juan Carlos Cubero University of Granada, Spain Alfredo Cuzzocrea University of Calabria, Italy Andrzej Czyz˙ewski Gdan´sk University of Technology, Poland Agnieszka Dardzinska Bialystok University of Technology, Poland Nicola Di Mauro Universita` di Bari, Italy Wl(cid:2)odzis(cid:2)law Duch Nicolaus Copernicus University Barbara Dunin-Keplicz University of Warsaw, Poland and Polish (cid:2) Academy of Sciences, Poland Peter W. Eklund The University of Wollongong, Australia Edward Fox Virginia Polytechnic Institute and State University, USA Piotr Gawrysiak Warsaw University of Technology, Poland Attilio Giordana Universita` del Piemonte Orientale, Italy Salvatore Greco University of Catania, Italy Jerzy Grzymal(cid:2)a-Busse University of Kansas, USA Fabrice Guillet Universit´e de Nantes, France Mohand-Said Hacid Universit´e Claude Bernard Lyon 1, France Hakim Hacid Bell Labs, Alcatel-Lucent, France Allel Hadjali IRISA/ENSSAT, Universit´e de Rennes 1, France Mirsad Hadzikadic University of North Carolina at Charlotte, USA Howard Hamilton University of Regina, Canada Perfecto Herrera Universitat Pompeu Fabra, Spain Shoji Hirano Shimane University, Japan Wl(cid:2)adysl(cid:2)aw Homenda Warsaw University of Technology, Poland Jimmy Huang York University, Canada Organization IX Nathalie Japkowicz University of Ottawa, Canada Janusz Kacprzyk Polish Academy of Sciences, Poland Jo´zef Kelemen Silesian University, Czech Republic Mieczysl(cid:2)aw Kl(cid:2)opotek Polish Academy of Sciences, Poland Jacek Koronacki Polish Academy of Sciences, Poland Boz˙ena Kostek Gdan´sk University of Technology, Poland Stanisl(cid:2)aw Kozielski Silesian University of Technology, Poland Marzena Kryszkiewicz Warsaw University of Technology, Poland Lotfi Lakhal Aix-Marseille Universit´e, France Patrick Lambrix Link¨oping University, Sweden Rory Lewis University of Colorado at Colorado Springs, USA Chao-Lin Liu National Chengchi University, Taiwan Jiming Liu Hong Kong Baptist University PR China Pasquale Lops University of Bari, Italy Michael Lowry NASA, USA Ramon L´opez de M´antaras CSIC in Barcelona,Spain David Maluf NASA, USA Tomasz Martyn Warsaw University of Technology, Poland Sally McClean Ulster University, Ireland Paola Mello University of Bologna, Italy Mikol(cid:2)aj Morzy PoznanUniversity of Technology, Poland Tadeusz Morzy PoznanUniversity of Technology, Poland Hiroshi Motoda Osaka University and AFOSR/AOARD, Japan Mieczysl(cid:2)aw Muraszkiewicz Warsaw University of Technology, Poland Neil Murray University at Albany - SUNY, USA Pavol Navrat Slovak University of Technology in Bratislava,Slovakia Hung Son Nguyen University of Warsaw, Poland Sinh Hoa Nguyen Polish-JapaneseInstitute of Information Technology, Poland Nicola Orio University of Padova, Italy Petra Perner IBAI Leipzig, Germany James Peters University of Manitoba, Canada Jean-Marc Petit University of Lyon, France Olivier Pivert University of Rennes 1, France Jaroslav Pokorny Charles University, Czech Republic Lech Polkowski Polish-JapaneseInstitute of Information Technology, Poland Henri Prade University Paul Sabatier, France Grzegorz Protaziuk Warsaw University of Technology, Poland Seppo Puuronen University of Jyv¨askyl¨a,Finland Vijay Raghavan University of Louisiana at Lafayette, USA Naren Ramakrishnan Virginia Tech, USA X Organization Sheela Ramana University of Winnipeg, Canada Zbigniew Ra´s University of North Carolina at Charlotte, USA Gilbert Ritschard University of Geneva, Switzerland Henryk Rybinski Warsaw University of Technology, Poland Dominik Ryz˙ko Warsaw University of Technology, Poland Hiroshi Sakai Kyushu Institute of Technology,Japan Andrzej Skowron The University of Warsaw, Poland Roman Sl(cid:2)owin´ski PoznanUniversity of Technology, Poland Vaclav Snasel VSB-Technical University of Ostrava, Czech Republic Nicolas Spyratos University of Paris South, France Jerzy Stefanowski PoznanUniveristy of Technology, Poland Jaros(cid:2)law Stepaniuk Bial(cid:2)ystok University of Technology, Poland Olga Stepankova Czech Technical Univeristy in Prague, Czech Republic Zbigniew Suraj University of Rzeszo´w, Poland Vojtech Svatek University of Economics, Prague, Czech Republic Piotr Synak Polish-JapaneseInstitute of Information Technology, Poland Marcin Szczuka University of Warsaw, Poland Pawe(cid:2)l Terlecki Microsoft Corp., USA KrishnaprasadThirunarayan Wright State University, USA Li-Shiang Tsay North Carolina A&T State University, USA Shusaku Tsumoto Shimane University, Japan Athena Vakali Aristotle University of Thessaloniki, Greece Christel Vrain LIFO - University of Orl´eans, France Alicja Wakulicz-Deja University of Silesia, Poland Krzysztof Walczak Warsaw University of Technology, Poland Guoyin Wang Chongqing University of Posts and Telecommunications, China Rosina Weber Drexel University, USA Alicja Wieczorkowska Polish-JapaneseInstitute of Information Technology, Poland Marek Wojciechowski PoznanUniversity of Technology, Poland Jakub Wro´blewski The University of Warsaw, Poland Wensheng Wu University of North Carolina at Charlotte, USA Xindong Wu University of Vermont,USA Yiyu Yao University of Regina, Canada Sl(cid:2)awomir Zadroz˙ny Polish Academy of Sciences, Poland Yan Zhang University of Western Sydney, Australia Ning Zhong Maebashi Institute of Technology, Japan Djamel Zighed ERIC, University of Lyon 2, France
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