{"product_id":"9781908977076","title":"Computational Intelligence And Its Applications: Evolutionary Computation, Fuzzy Logic, Neural Network And Support Vector Machine Techniques: Evolutionary Computation, Fuzzy Logic, Neural Network and Support Vector Machine Techniques","description":"\u003cp\u003eThis book focuses on computational intelligence techniques and their applications — fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years. It brings together many different aspects of the current research on intelligence technologies such as neural networks, support vector machines, fuzzy logic and evolutionary computation, and covers a wide range of applications from pattern recognition and system modeling, to intelligent control problems and biomedical applications. \u003c\/p\u003e\u003cp\u003eFundamental concepts and essential analysis of various computational techniques are presented to offer a systematic and effective tool for better treatment of different applications, and simulation and experimental results are included to illustrate the design procedure and the effectiveness of the approaches.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eSample Chapter(s)\u003c\/b\u003e\u003cbr\u003eChapter 1: Maximal Margin Algorithms for Pose Estimation (658 KB)\u003c\/p\u003e\u003cbr\u003e\u003cb\u003eContents:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003e\u003ci\u003eEvolutionary Computation and Its Applications:\u003c\/i\u003e\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eMaximal Margin Algorithms for Pose Estimation \u003ci\u003e(Ying Guo and Jiaming Li)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003ePolynomial Modeling in a Dynamic Environment Based on a Particle Swarm Optimization \u003ci\u003e(Kit Yan Chan and Tharam S Dillon)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eRestoration of Half-toned Color-quantized Images Using Particle Swarm Optimization with Multi-wavelet Mutation \u003ci\u003e(Frank H F Leung, Benny C W Yeung and Y H Chan)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003e\u003ci\u003eFuzzy Logics and Their Applications:\u003c\/i\u003e\u003c\/b\u003e\u003cul\u003e\u003cli\u003eHypoglycemia Detection for Insulin-dependent Diabetes Mellitus: Evolved Fuzzy Inference System Approach \u003ci\u003e(S H Ling, P P San and H T Nguyen)\u003c\/i\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003e\u003ci\u003eNeural Networks and Their Applications:\u003c\/i\u003e\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eStudy of Limit Cycle Behavior of Weights of Perceptron \u003ci\u003e(C Y F Ho and B W K Ling)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eArtificial Neural Network Modeling with Application to Nonlinear Dynamics \u003ci\u003e(Yi Zhao)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eSolving Eigen-problems of Matrices by Neural Networks \u003ci\u003e(Yiguang Liu, Zhisheng You, Bingbing Liu and Jiliu Zhou)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eAutomated Screw Insertion Monitoring Using Neural Networks: A Computational Intelligence Approach to Assembly in Manufacturing \u003ci\u003e(Bruno Lara, Lakmal D Seneviratne and Kaspar Althoefer)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003e\u003ci\u003eSupport Vector Machines and Their Applications:\u003c\/i\u003e\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eOn the Applications of Heart Disease Risk Classification and Hand-written Character Recognition Using Support Vector Machines \u003ci\u003e(S R Alty, H K Lam and J Prada)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eNonlinear Modeling Using Support Vector Machine for Heart Rate Response to Exercise \u003ci\u003e(Weidong Chen, Steven W Su, Yi Zhang, Ying Guo, Nghir Nguyen, Branko G Celler and Hung T Nguyen)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eMachine Learning-based Nonlinear Model Predictive Control for Heart Rate Response to Exercise \u003ci\u003e(Yi Zhang, Steven W Su, Branko G Celler and Hung T Nguyen)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003cli\u003eIntelligent Fault Detection and Isolation of HVAC System Based on Online Support Vector Machine \u003ci\u003e(Davood Dehestani, Ying Guo, Sai Ho Ling, Steven W Su and Hung T Nguyen)\u003c\/i\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eReadership:\u003c\/b\u003e Graduates and researchers in computer science, especially those specialising in artificial intelligence, neural networks, fuzzy logic and pattern recognition.\u003cbr\u003e","brand":"Imperial College Press","offers":[{"title":"Default Title","offer_id":47116109447408,"sku":"9781908977076","price":52.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781908977076_p0.jpg?v=1763623414","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781908977076","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}