05303nam 22008775 450 99646630340331620200705052823.03-319-24834-010.1007/978-3-319-24834-9(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[electronic resource] 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 ;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 from data, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems.Information Systems and Applications, incl. Internet/Web, and HCI ;9375Data miningPattern recognitionArtificial intelligenceAlgorithmsInformation storage and retrievalComputersData Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Computation by Abstract Deviceshttps://scigraph.springernature.com/ontologies/product-market-codes/I16013Data mining.Pattern recognition.Artificial intelligence.Algorithms.Information storage and retrieval.Computers.Data Mining and Knowledge Discovery.Pattern Recognition.Artificial Intelligence.Algorithm Analysis and Problem Complexity.Information Storage and Retrieval.Computation by Abstract Devices.005.74Jackowski Konradedthttp://id.loc.gov/vocabulary/relators/edtBurduk Robertedthttp://id.loc.gov/vocabulary/relators/edtWalkowiak Krzysztofedthttp://id.loc.gov/vocabulary/relators/edtWozniak Michaledthttp://id.loc.gov/vocabulary/relators/edtYin Hujunedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996466303403316Intelligent Data Engineering and Automated Learning – IDEAL 20152593598UNISA