Intelligent Decision Technologies: Proceedings of the 7th KES International Conference on Intelligent Decision Technologies (KES-IDT 2015) PDF
Preview Intelligent Decision Technologies: Proceedings of the 7th KES International Conference on Intelligent Decision Technologies (KES-IDT 2015)
Smart Innovation, Systems and Technologies 39 Rui Neves-Silva Lakhmi C. Jain Robert J. Howlett Editors Intelligent Decision Technologies Proceedings of the 7th KES International Conference on Intelligent Decision Technologies (KES-IDT 2015) 123 Smart Innovation, Systems and Technologies Volume 39 Series editors Robert J. Howlett, KES International, Shoreham-by-sea, UK e-mail: [email protected] Lakhmi C. Jain, University of Canberra, Canberra, Australia, and University of South Australia, Adelaide, Australia email: [email protected] About this Series The Smart Innovation, Systems and Technologies book series encompasses the topics of knowledge, intelligence, innovation and sustainability. The aim of the seriesistomakeavailableaplatformforthepublicationofbooksonallaspectsof single and multi-disciplinary research on these themes in order to make the latest resultsavailableinareadily-accessibleform.Volumesoninterdisciplinaryresearch combining two or more of these areas is particularly sought. The series covers systems and paradigms that employ knowledge and intelligence in a broad sense. Its scope is systems having embedded knowledge and intelligence, which may be applied to the solution of world problems in industry, the environment and the community. It also focusses on the knowledge- transfer methodologies and innovation strategies employed to make this happen effectively. The combination of intelligent systems tools and a broad range of applications introduces a need for a synergy of disciplines from science, technology, business and the humanities. The series will include conference proceedings, edited collections, monographs, handbooks, reference books, and other relevant types of book in areas of science and technology where smart systems and technologies can offer innovative solutions. Highqualitycontentisanessentialfeatureforallbookproposalsacceptedforthe series. It is expected that editors of all accepted volumes will ensure that contributionsaresubjectedtoanappropriatelevelofreviewingprocessandadhere to KES quality principles. More information about this series at http://www.springer.com/series/8767 ⋅ Rui Neves-Silva Lakhmi C. Jain Robert J. Howlett Editors Intelligent Decision Technologies Proceedings of the 7th KES International Conference on Intelligent Decision Technologies (KES-IDT 2015) 123 Editors RuiNeves-Silva RobertJ.Howlett FCT KESInternational Universidade NovadeLisboa Shoreham-by-sea Caparica UK Portugal LakhmiC. Jain Faculty of Education, Science, Technology andMathematics University of Canberra Canberra Australia ISSN 2190-3018 ISSN 2190-3026 (electronic) Smart Innovation,Systems andTechnologies ISBN978-3-319-19856-9 ISBN978-3-319-19857-6 (eBook) DOI 10.1007/978-3-319-19857-6 LibraryofCongressControlNumber:2015940725 SpringerChamHeidelbergNewYorkDordrechtLondon ©SpringerInternationalPublishingSwitzerland2015 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the 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 orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor foranyerrorsoromissionsthatmayhavebeenmade. Printedonacid-freepaper SpringerInternationalPublishingAGSwitzerlandispartofSpringerScience+BusinessMedia (www.springer.com) Preface The current volume includes the research results presented at the Seventh Inter- national Conference on Intelligent Decision Technologies (KES-IDT 2015) which took place during June 17–19, 2015, in Sorrento, Italy. KES-IDT is a well-established international annual conference, an interdisci- plinary conference in nature, and this edition consisted of keynote talks, oral and posterpresentations,invitedsessions,andworkshopsontheapplicationsandtheory ofintelligentdecisionsystemsandrelatedareas.Itprovidedexcellentopportunities for the presentation of interesting new research results and discussion about them, leading to knowledge transfer and generation of new ideas. Sorrento is a town and commune in Campania, southern Italy, with approxi- mately16,500inhabitants.ItisapopulartouristdestinationoverlookingtheBayof NaplesandprovidingstunningviewsofNaples,Vesuvius,andtheIsleofCapri.It forms an ideal base for visiting historic sites, such as Pompei, or for touring the Amalfi coast. KES-IDT 2015 received many high quality submissions and all papers have been reviewed by at least two reviewers. Following a rigorous reviewing process, not all submissions could be accommodated for presentation at the conference. Of these, 57 papers were accepted for presentation and included in this proceedings. We are very satisfied with the quality of the program and would like to thank the authorsforchoosingKES-IDTastheforumforpresentationoftheirwork.Also,we gratefully acknowledge the hard work of the KES-IDT international program committee members and of the additional reviewers for taking the time to review the submitted papers rigorously and select thebestamong them for presentation at the conference and inclusion in its proceedings. We are also grateful to the KES personnel for their great and efficient work in supportingKES-IDT2015. Finally, we wouldlike tothank theSpringer personnel for their wonderful job in producing this volume. v vi Preface The General and Program Co-chairs Rui Neves-Silva, Universidade Nova de Lisboa, Portugal Junzo Watada, Waseda University, Japan Gloria Wren-Phillips, Loyola University, USA Lakhmi C. Jain, University of South Australia, Australia The Executive Chair Robert J. Howlett, KES International & Bournemouth University, UK The Program Committee Chair Ana Rita Campos, UNINOVA, Portugal International Programme Committee Members Dr. Jair Minoro Abe, University of São Paulo, Brazil Dr. Walid Adly Atteya, University of Bradford, UK Dr. Ahmad Taher Azar, Benha University, Egypt Dr. Dariusz Barbucha, Gdynia Maritime University, Poland Prof. Alina Barbulescu, Ovidius University of Constanta, Romania Dr. Laszlo Barna Iantovics, Petru Maior University, Romania Dr. Márcio Basgalupp, UNIFESP, Brazil Dr. Mokhtar Beldjehem, University of Ottawa, Canada Prof. Valentina Emilia Balas, Aurel Vlaicu University of Arad, Romania Prof. Monica Bianchini, Università di Siena, Italy Dr. Gloria Bordogna, National Research Council, Italy Dr. Janos Botzheim, Tokyo Metropolitan University, Japan Dr. Ana Rita Campos, UNINOVA, Portugal Dr. Anne Magály de Paula Canuto, UFRN, Brazil Dr. Giovanna Castellano, University of Bari, Italy Assoc. Prof. Hsing-Chung Chen, Asia University, Taiwan Dr. Paolo Crippa, Università Politecnica delle Marche, Italy Prof. Alfredo Cuzzocrea, University of Calabria, Italy Prof. Dr. Irek Czarnowski, Gdynia Maritime University, Poland Dr. Myriam Delgado, UFTPR, Brazil Prof. Margarita Favorskaya, Siberian State Aerospace University, Russia Dr. Wojciech Froelich, University of Silesia, Poland Dr. Konrad Fuks, Poznań University of Economics, Poland Dr. Mauro Gaggero, National Research Council, Italy Dr. Petia Georgieva, University of Aveiro, Portugal Dr. Christos Grecos, Independent Imaging Consultant Prof. Jerzy W. Grzymala-Busse, University of Kansas, USA Dr. Katarzyna Harezlak, Silesian University of Technology, Poland Prof. Dr. Mohamed A. Moustafa Hassan, Cairo University, Egypt Assoc. Prof. Ioannis Hatzilygeroudis, University of Patras, Greece Prof. Dawn E. Holmes, University of California, USA vii viii InternationalProgrammeCommitteeMembers Prof. Tzung-Pei Hong, National University of Kaohsiung, Taiwan Assoc. Prof. Dr. Daocheng Hong, Fudan University & Victoria University, China Prof. Yuh-Jong Hu, National Chengchi University, Taiwan Prof. Dr. Marlene Hilzensauer, Alpen-Adria-Universität, Austria Dr. Nikhil Ichalkaranje, Government of South Australia, Australia Ajita Ichalkaranje, Seven Steps Physiotherapy Clinic, Australia Prof. Mirjana Ivanovic, University of Novi Sad, Serbia Prof. Yuji Iwahori, Chubu University, Japan Prof. Dr. Joanna Jedrzejowicz, Gdansk University, Poland Prof. Dr. Piotr Jedrzejowicz, Gdynia Maritime University, Poland Dr. Sandhya Jain, Medical Practitioner, Australia Dr. Pawel Kasprowski, Silesian University of Technology, Poland Prof. Nikos Karacapilidis, University of Patras, Greece Dr. Hideki Katagiri, Hiroshima University, Japan Prof. Eizo Kinoshita, Meijo University, Japan Prof. Dr. Petia Koprinkova-Hristova, Bulgarian Academy of Sciences, Bulgaria Dr. Dalia Kriksciuniene, Vilnius University, Lithuania Dr. Vladimir Kurbalija, University of Novi Sad, Serbia Prof. Halina Kwasnicka, Wroclaw University of Technology, Poland Dr. Chee-Peng LIM, Deakin University, Australia Vincenzo Loia, University of Salerno, Italy Dr. Jenny Lundberg, Lund University, Linnaeus University, Sweden Prof. Ivan Luković, University of Novi Sad, Serbia Prof. Francesco Marcelloni, University of Pisa, Italy Dr. Maria Marques, UNINOVA, Portugal Dr. Stefania Montani, University of Piemonte Orientale, Italy Prof. Mikhail Moshkov, KAUST, Saudi Arabia Prof. Fionn Murtagh, University of London, UK Prof. Dr. Kazumi Nakamatsu, University of Hyogo, Japan Prof. Dr. Marek R. Ogiela, AGH University of Science and Technology, Poland Prof. Takao Ohya, Kokushikan University, Japan Prof. Eugénio Oliveira, University of Porto/LIACC, Portugal Prof. Gonzalo Pajares, University Complutense of Madrid, Spain Prof.KrzysztofPancerz,UniversityofInformationTech.andManagement,Poland Dr. Mario Pavone, University of Catania, Italy Prof. Georg Peters, Munich University of Applied Sciences, Germany Dr. Alfredo Petrosino, University of Naples Parthenope, Italy Dr. Camelia Pintea, Technical University Cluj-Napoca, Romania Dr. Clara Pizzuti, Institute for High Performance Computing and Networking— CNR, Italy Dr. Nicolaie Popescu-Bodorin, University of S-E Europe Lumina, Romania Dr. Bhanu Prasad, Florida A&M University, USA Prof. Radu-Emil Precup, Politehnica University of Timisoara, Romania Prof. Jim Prentzas, Democritus University of Thrace, Greece Dr. Marcos Quiles, UNIFESP, Brazil InternationalProgrammeCommitteeMembers ix Dr. Milos Radovanovic, University of Novi Sad, Serbia Dr. Ana Respício, Universidade de Lisboa, Portugal Dr. John Ronczka, Australian Society of Rheology, Australia Dr. Ewa Ratajczak-Ropel, Gdynia Maritime University, Poland Prof. Marcello Sanguineti, University of Genova, Italy Prof. Hirosato Seki, Kwansei Gakuin University, Japan Prof. Udo Seiffert, Fraunhofer & University of Magdeburg, Germany Dr. Urszula Stańczyk, Silesian University of Technology, Poland Dr. Catalin Stoean, University of Craiova, Romania Dr. Ruxandra Stoean, University of Craiova, Romania Dr. Mika Sulkava, MTT Agrifood Research, Finland Dr. Piotr Szymczyk, AGH University of Science and Technology, Poland Prof. Shing Chiang Tan, Multimedia University, Malaysia Prof. Mieko Tanaka-Yamawaki, Tottori University, Japan Prof. Gheorghe Tecuci, George Mason University, USA Dr. Renato Tinos, USP, Brazil Prof. Claudio Turchetti, Università Politecnica delle Marche, Italy Prof. Eiji Uchino, Yamaguchi University, Japan Prof. Junzo Watada, Waseda University, Japan Assoc. Prof. Fen Wang, Central Washington University, USA Prof. Gian Piero Zarri, Sorbonne University, LaLIC/STIH Laboratory, France Prof. Alfred Zimmermann, Reutlingen University, Germany
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