{"product_id":"evolving-intelligent-systems-methodology-and-applications-9780470287194","title":"Evolving Intelligent Systems: Methodology and Applications","description":"\u003cp\u003e • Author(s): Plamen Angelov\u003cbr\u003e • Publisher: Wiley-IEEE Press\u003cbr\u003e • Publisher Imprint: Wiley-IEEE Press\u003cbr\u003e • BISAC: Computer Engineering\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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  * \u003cp\u003eExplains the following fundamental approaches for developing evolving intelligent systems (EIS):\u003c\/p\u003e  \u003cli style=\"list-style: none\"\u003e  *the Hierarchical Prioritized Structure * \u003cp\u003ethe Participatory Learning Paradigm\u003c\/p\u003e  * \u003cp\u003ethe Evolving Takagi-Sugeno fuzzy systems (eTS+)\u003c\/p\u003e  * \u003cp\u003ethe evolving clustering algorithm that stems from the well-known Gustafson-Kessel offline clustering algorithm\u003c\/p\u003e    * \u003cp\u003eEmphasizes the importance and increased interest in online processing of data streams\u003c\/p\u003e  * \u003cp\u003eOutlines the general strategy of using the fuzzy dynamic clustering as a foundation for evolvable information granulation\u003c\/p\u003e  * \u003cp\u003ePresents a methodology for developing robust and interpretable evolving fuzzy rule-based systems\u003c\/p\u003e  * \u003cp\u003eIntroduces an integrated approach to incremental (real-time) feature extraction and classification\u003c\/p\u003e  * \u003cp\u003eProposes a study on the stability of evolving neuro-fuzzy recurrent networks\u003c\/p\u003e  * \u003cp\u003eDetails methodologies for evolving clustering and classification\u003c\/p\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  * \u003cp\u003eevolving inferential sensors in chemical and petrochemical industry\u003c\/p\u003e  * \u003cp\u003elearning and recognition in robotics\u003c\/p\u003e    * \u003cp\u003eFeatures downloadable software resources\u003c\/p\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\/li\u003e","brand":"Wiley-IEEE Press","offers":[{"title":"Hardcover","offer_id":45201597235351,"sku":"9780470287194","price":9979.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780470287194.webp?v=1767667976","url":"https:\/\/atlanticbooks.com\/products\/evolving-intelligent-systems-methodology-and-applications-9780470287194","provider":"Atlantic Books","version":"1.0","type":"link"}