04832nam 22008775 450 991048471380332120251226203348.03-319-24834-010.1007/978-3-319-24834-9(CKB)4340000000001145(SSID)ssj0001585212(PQKBManifestationID)16265155(PQKBTitleCode)TC0001585212(PQKBWorkID)14866438(PQKB)10172020(DE-He213)978-3-319-24834-9(MiAaPQ)EBC6302172(MiAaPQ)EBC5576587(Au-PeEL)EBL5576587(OCoLC)932169565(PPN)19052877X(EXLCZ)99434000000000114520151013d2015 u| 0engurnn#008mamaatxtccrIntelligent Data Engineering and Automated Learning – IDEAL 2015 16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings /edited by Konrad Jackowski, Robert Burduk, Krzysztof Walkowiak, Michal Wozniak, Hujun Yin1st ed. 2015.Cham :Springer International Publishing :Imprint: Springer,2015.1 online resource (XX, 560 p. 153 illus. in color.)Information Systems and Applications, incl. Internet/Web, and HCI,2946-1642 ;9375Bibliographic Level Mode of Issuance: Monograph3-319-24833-2 Includes bibliographical references and index.Evolutionary algorithms -- Neural networks -- Probabilistic modeling -- Swarm intelligent, multi-objective optimization, and practical applications in regression -- Classification -- Clustering.-Biological data processing -- Text processing -- Video analysis -- Computational intelligence for optimization of communication networks -- Discovering knowledge from data -- Simulation-driven DES-like modeling and performance evaluation -- Intelligent applications in real-world problems.This book constitutes the refereed proceedings of the 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015, held in Wroclaw, Poland, in October 2015. The 64 revised full papers presented were carefully reviewed and selected from 127 submissions. These papers provided a valuable collection of recent research outcomes in data engineering and automated learning, from methodologies, frameworks, and techniques to applications. In addition to various topics such as evolutionary algorithms, neural networks, probabilistic modeling, swarm intelligent, multi-objective optimization, and practical applications in regression, classification, clustering, biological data processing, text processing, video analysis, IDEAL 2015 also featured a number of special sessions on several emerging topics such as computational intelligence for optimization of communication networks, discovering knowledge fromdata, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems.Information Systems and Applications, incl. Internet/Web, and HCI,2946-1642 ;9375Data miningPattern recognition systemsArtificial intelligenceAlgorithmsInformation storage and retrieval systemsComputer scienceData Mining and Knowledge DiscoveryAutomated Pattern RecognitionArtificial IntelligenceAlgorithmsInformation Storage and RetrievalTheory of ComputationData mining.Pattern recognition systems.Artificial intelligence.Algorithms.Information storage and retrieval systems.Computer science.Data Mining and Knowledge Discovery.Automated Pattern Recognition.Artificial Intelligence.Algorithms.Information Storage and Retrieval.Theory of Computation.005.74Jackowski Konradedthttp://id.loc.gov/vocabulary/relators/edtBurduk Robertedthttp://id.loc.gov/vocabulary/relators/edtWalkowiak Krzysztofedthttp://id.loc.gov/vocabulary/relators/edtWoźniak Michałedthttp://id.loc.gov/vocabulary/relators/edtYin Hujunedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910484713803321Intelligent Data Engineering and Automated Learning – IDEAL 20152593598UNINA