Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptiv
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Bester Preis: Fr. 20.76 (€ 21.21)¹ (vom 11.02.2017)1
Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptiv
EN USISBN: 0262112558 bzw. 9780262112550, in Englisch, A Bradford Book, gebraucht.
Lieferung aus: Vereinigte Staaten von Amerika, In Stock.
aerospace,artificial intelligence,certification,computer science,computers,computers and technology,engineering,human vision and language systems,machine learning,mechanical, Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems), This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures, or models, that underlie learning, while fuzzy logic systems (FLS) enable us to embed structured human knowledge into workable algorithms. The book assumes that it is not only useful, but necessary, to treat SVM, NN, and FLS as parts of a connected whole. Throughout, the theory and algorithms are illustrated by practical examples, as well as by problem sets and simulated experiments. This approach enables the reader to develop SVM, NN, and FLS in addition to understanding them. The book also presents three case studies: on NN-based control, financial time series analysis, and computer graphics. A solutions manual and all of the MATLAB programs needed for the simulated experiments are available.
aerospace,artificial intelligence,certification,computer science,computers,computers and technology,engineering,human vision and language systems,machine learning,mechanical, Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems), This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures, or models, that underlie learning, while fuzzy logic systems (FLS) enable us to embed structured human knowledge into workable algorithms. The book assumes that it is not only useful, but necessary, to treat SVM, NN, and FLS as parts of a connected whole. Throughout, the theory and algorithms are illustrated by practical examples, as well as by problem sets and simulated experiments. This approach enables the reader to develop SVM, NN, and FLS in addition to understanding them. The book also presents three case studies: on NN-based control, financial time series analysis, and computer graphics. A solutions manual and all of the MATLAB programs needed for the simulated experiments are available.
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Learning and Soft Computing : Support Vector Machines, Neural Networks, and Fuzzy Logic Models
EN HC USISBN: 9780262112550 bzw. 0262112558, in Englisch, Triliteral, gebundenes Buch, gebraucht.
Lieferung aus: Vereinigte Staaten von Amerika, In Stock.
9780262112550,0262112558,learning,soft,computing,support,vector,machines,neural,networks,fuzzy,logic,models,vojislav,kecman, Excellent Marketplace listings for "Learning and Soft Computing : Support Vector Machines, Neural Networks, and Fuzzy Logic Models" by Vojislav Kecman starting as low as $22.56! Hardback, Shipping to USA only!
9780262112550,0262112558,learning,soft,computing,support,vector,machines,neural,networks,fuzzy,logic,models,vojislav,kecman, Excellent Marketplace listings for "Learning and Soft Computing : Support Vector Machines, Neural Networks, and Fuzzy Logic Models" by Vojislav Kecman starting as low as $22.56! Hardback, Shipping to USA only!
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Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models
EN HC NWISBN: 9780262112550 bzw. 0262112558, in Englisch, MIT Press, gebundenes Buch, neu.
Lieferung aus: Vereinigte Staaten von Amerika, In Stock.
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