{"product_id":"9780470287194","title":"Evolving Intelligent Systems Methodology and Applications","description":"\u003ch3\u003eIEEE Press Series on Computational Intelligence\u003c\/h3\u003e\u003ch1\u003eEvolving Intelligent Systems\u003c\/h1\u003e\u003ch2\u003eMethodology and Applications\u003c\/h2\u003e\u003ch3\u003ePlamen Angelov | Dimitar P. Filev | Nik Kasabov\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Computer Engineering\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003eFrom theory to techniques, the first all-in-one resource for EIS\u003c\/p\u003e \u003cp\u003eThere is a clear demand in advanced process industries, defense, and Internet and communication (VoIP) applications for intelligent yet adaptive\/evolving systems. Evolving Intelligent Systems is the first self- contained volume that covers this newly established concept in its entirety, from a systematic methodology to case studies to industrial applications. Featuring chapters written by leading world experts, it addresses the progress, trends, and major achievements in this emerging research field, with a strong emphasis on the balance between novel theoretical results and solutions and practical real-life applications.\u003c\/p\u003e \u003cul\u003e \u003cli\u003e \u003cp\u003eExplains the following fundamental approaches for developing evolving intelligent systems (EIS):\u003c\/p\u003e \u003c\/li\u003e \u003cli style=\"list-style: none\"\u003e \u003cul\u003e \u003cli\u003ethe Hierarchical Prioritized Structure\u003c\/li\u003e \u003cli\u003e \u003cp\u003ethe Participatory Learning Paradigm\u003c\/p\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003ethe Evolving Takagi-Sugeno fuzzy systems (eTS+)\u003c\/p\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003ethe evolving clustering algorithm that stems from the well-known Gustafson-Kessel offline clustering algorithm\u003c\/p\u003e \u003c\/li\u003e \u003c\/ul\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003eEmphasizes the importance and increased interest in online processing of data streams\u003c\/p\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003eOutlines the general strategy of using the fuzzy dynamic clustering as a foundation for evolvable information granulation\u003c\/p\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003ePresents a methodology for developing robust and interpretable evolving fuzzy rule-based systems\u003c\/p\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003eIntroduces an integrated approach to incremental (real-time) feature extraction and classification\u003c\/p\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003eProposes a study on the stability of evolving neuro-fuzzy recurrent networks\u003c\/p\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003eDetails methodologies for evolving clustering and classification\u003c\/p\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003eReveals different applications of EIS to address real problems in areas of:\u003c\/p\u003e \u003c\/li\u003e \u003cli style=\"list-style: none\"\u003e \u003cul\u003e \u003cli\u003e \u003cp\u003eevolving inferential sensors in chemical and petrochemical industry\u003c\/p\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003elearning and recognition in robotics\u003c\/p\u003e \u003c\/li\u003e \u003c\/ul\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003eFeatures downloadable software resources\u003c\/p\u003e \u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eEvolving Intelligent Systems is the one-stop reference guide for both theoretical and practical issues for computer scientists, engineers, researchers, applied mathematicians, machine learning and data mining experts, graduate students, and professionals.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003ePLAMEN ANGELOV, PhD, is with the Department of Communication Systems, Lancaster University. He is a member of the Fuzzy Systems Technical Committee, the founding Chair of the Adaptive Fuzzy Systems Task Force to the Computational Intelligence Society, and a Senior Member of IEEE.\u003c\/p\u003e \u003cp\u003eDIMITAR P. FILEV, PhD, is a Senior Technical Leader, Intelligent Control \u0026amp; Information Systems, with Ford Research \u0026amp; Advanced Engineering and a Fellow of IEEE. He is a Vice President for Cybernetics of the IEEE Systems, Man, and Cybernetics Society and?past president of the North American Fuzzy Information Processing Society (NAFIPS).\u003c\/p\u003e \u003cp\u003eNikola Kasabov is the Director of the Knowledge Engineering and Discovery Research Institute (KEDRI). He holds a Chair of Knowledge Engineering at the School of Computer and Information Sciences at Auckland University of Technology. He is a Fellow of IEEE, Fellow of the Royal Society of New Zealand, Fellow of the New Zealand Computer Society, and the President of the International Neural Network Society (INNS).\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e22 March 2010\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley-IEEE Press\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9780470287194\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e464\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e27.52\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44314780762252,"sku":"9780470287194","price":154.76,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9780470287194.jpg?v=1780168373","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9780470287194","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}