05270nam 22008535 450 991048425250332120251223162627.03-540-68860-910.1007/978-3-540-68860-0(CKB)1000000000440607(SSID)ssj0000316797(PQKBManifestationID)11261825(PQKBTitleCode)TC0000316797(PQKBWorkID)10276290(PQKB)10986800(DE-He213)978-3-540-68860-0(MiAaPQ)EBC3068542(PPN)12704826X(EXLCZ)99100000000044060720100301d2008 u| 0engurnn|008mamaatxtccrComputational Intelligence: Research Frontiers IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, Plenary/Invited Lectures /edited by Jacek M. Zurada, Gary G. Yen, Jun Wang1st ed. 2008.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2008.1 online resource (XVI, 389 p.) Theoretical Computer Science and General Issues,2512-2029 ;5050Bibliographic Level Mode of Issuance: Monograph3-540-68858-7 Includes bibliographical references and index.Machine 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.This 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.Theoretical Computer Science and General Issues,2512-2029 ;5050Data miningArtificial intelligenceComputer engineeringComputer networksDatabase managementInformation storage and retrieval systemsApplication softwareData Mining and Knowledge DiscoveryArtificial IntelligenceComputer Engineering and NetworksDatabase ManagementInformation Storage and RetrievalComputer and Information Systems ApplicationsData mining.Artificial intelligence.Computer engineering.Computer networks.Database management.Information storage and retrieval systems.Application software.Data Mining and Knowledge Discovery.Artificial Intelligence.Computer Engineering and Networks.Database Management.Information Storage and Retrieval.Computer and Information Systems Applications.006.312Zurada Jacek M771206Yen Gary G1750010Wang Jun(Jun Li Jim)1750011IEEE World Congress on Computational IntelligenceMiAaPQMiAaPQMiAaPQBOOK9910484252503321Computational Intelligence: Research Frontiers4520298UNINA