LEADER 05270nam 22008535 450 001 9910484252503321 005 20251223162627.0 010 $a3-540-68860-9 024 7 $a10.1007/978-3-540-68860-0 035 $a(CKB)1000000000440607 035 $a(SSID)ssj0000316797 035 $a(PQKBManifestationID)11261825 035 $a(PQKBTitleCode)TC0000316797 035 $a(PQKBWorkID)10276290 035 $a(PQKB)10986800 035 $a(DE-He213)978-3-540-68860-0 035 $a(MiAaPQ)EBC3068542 035 $a(PPN)12704826X 035 $a(EXLCZ)991000000000440607 100 $a20100301d2008 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aComputational Intelligence: Research Frontiers $eIEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, Plenary/Invited Lectures /$fedited by Jacek M. Zurada, Gary G. Yen, Jun Wang 205 $a1st ed. 2008. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2008. 215 $a1 online resource (XVI, 389 p.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v5050 300 $aBibliographic Level Mode of Issuance: Monograph 311 08$a3-540-68858-7 320 $aIncludes bibliographical references and index. 327 $aMachine Learning and Brain Computer Interface -- A New Framework for Machine Learning -- Bilevel Optimization and Machine Learning -- Bayesian Ying Yang System, Best Harmony Learning, and Gaussian Manifold Based Family -- The Berlin Brain-Computer Interface -- Basic Scheme of Neuroinformatics Platform: XooNIps -- Fuzzy Modeling and Control -- Collaborative Architectures of Fuzzy Modeling -- Information Fusion for Man-Machine Cooperation -- Bio-inspired Self-Organizing Relationship Network as Knowledge Acquisition Tool and Fuzzy Inference Engine -- Type-2 Fuzzy Logic Controllers: A Way Forward for Fuzzy Systems in Real World Environments -- Computational Evolution -- The Burden of Proof: Part II -- Evolution of Altruistic Robots -- Simulated Evolution under Multiple Criteria Conditions Revisited -- Handling Uncertainties in Evolutionary Multi-Objective Optimization -- Applications -- VCV2 ? Visual Cluster Validity -- Data Management by Self-Organizing Maps -- Cocktail Party Processing -- Similarities in Fuzzy Data Mining: From a Cognitive View to Real-World Applications -- Attaining Fault Tolerance through Self-adaption: The Strengths and Weaknesses of Evolvable Hardware Approaches. 330 $aThis state-of-the-art survey offers a renewed and refreshing focus on the progress in nature-inspired and linguistically motivated computation. The book presents the expertise and experiences of leading researchers spanning a diverse spectrum of computational intelligence in the areas of neurocomputing, fuzzy systems, evolutionary computation, and adjacent areas. The result is a balanced contribution to the field of computational intelligence that should serve the community not only as a survey and a reference, but also as an inspiration for the future advancement of the state of the art of the field. The 18 selected chapters originate from lectures and presentations given at the 5th IEEE World Congress on Computational Intelligence, WCCI 2008, held in Hong Kong, China, in June 2008. After an introduction to the field and an overview of the volume, the chapters are divided into four topical sections on machine learning and brain computer interface, fuzzy modeling and control, computational evolution, and applications. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v5050 606 $aData mining 606 $aArtificial intelligence 606 $aComputer engineering 606 $aComputer networks 606 $aDatabase management 606 $aInformation storage and retrieval systems 606 $aApplication software 606 $aData Mining and Knowledge Discovery 606 $aArtificial Intelligence 606 $aComputer Engineering and Networks 606 $aDatabase Management 606 $aInformation Storage and Retrieval 606 $aComputer and Information Systems Applications 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aDatabase management. 615 0$aInformation storage and retrieval systems. 615 0$aApplication software. 615 14$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aComputer Engineering and Networks. 615 24$aDatabase Management. 615 24$aInformation Storage and Retrieval. 615 24$aComputer and Information Systems Applications. 676 $a006.312 701 $aZurada$b Jacek M$0771206 701 $aYen$b Gary G$01750010 701 $aWang$b Jun$g(Jun Li Jim)$01750011 712 12$aIEEE World Congress on Computational Intelligence 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484252503321 996 $aComputational Intelligence: Research Frontiers$94520298 997 $aUNINA