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Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models - Couverture rigide
Synopsis
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.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Vojislav Kecman is Professor in the School of Engineering at Virginia Commonwealth University.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
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Bradford Books, 2001
ISBN 10 : 0262112558
ISBN 13 : 9780262112550
Ancien ou d'occasion
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Hardcover. Etat : As New. No Jacket. Pages are clean and are not marred by notes or folds of any kind. ~ ThriftBooks: Read More, Spend Less. N° de réf. du vendeur G0262112558I2N00
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Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
Edité par
Bradford Books, 2001
ISBN 10 : 0262112558
ISBN 13 : 9780262112550
Ancien ou d'occasion
Couverture rigide
Vendeur : ThriftBooks-Dallas, Dallas, TX, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Hardcover. Etat : Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less. N° de réf. du vendeur G0262112558I4N00
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Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
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A Bradford Book, 2001
ISBN 10 : 0262112558
ISBN 13 : 9780262112550
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Hardcover. Etat : Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! N° de réf. du vendeur S_361580043
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Learning and Soft Computing : Support Vector Machines, Neural Networks, and Fuzzy Logic Models
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MIT Press, 2001
ISBN 10 : 0262112558
ISBN 13 : 9780262112550
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Etat : Very Good. Former library book; may include library markings. Used book that is in excellent condition. May show signs of wear or have minor defects. N° de réf. du vendeur GRP63224320
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Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
Edité par
Bradford Books, 2001
ISBN 10 : 0262112558
ISBN 13 : 9780262112550
Ancien ou d'occasion
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Etat : Good. Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. N° de réf. du vendeur Z1-A-008-02867
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Learning & Soft Computing - Support Vector Machines, Neural Networks & Fuzzy Logic Models: Support Vector Machines, Neural Networks and Fuzzy Logic Models (Complex Adaptive Systems)
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ISBN 10 : 0262112558
ISBN 13 : 9780262112550
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hardcover. Etat : Very Good. Learning & Soft Computing - Support Vector Machines, Neural Networks & Fuzzy Logic Models: Support Vector Machines, Neural Networks and Fuzzy Logic Models (Complex Adaptive Systems) This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. N° de réf. du vendeur 7719-9780262112550
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Learning & Soft Computing - Support Vector Machines, Neural Networks & Fuzzy Logic Models: Support Vector Machines, Neural Networks and Fuzzy Logic Models (Complex Adaptive Systems)
Edité par
- -, 2001
ISBN 10 : 0262112558
ISBN 13 : 9780262112550
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hardcover. Etat : Very Good. This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. N° de réf. du vendeur 6545-9780262112550
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Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
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hardcover. Etat : New. In shrink wrap. Looks like an interesting title! N° de réf. du vendeur Q-0262112558
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Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
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A Bradford Book, 2001
ISBN 10 : 0262112558
ISBN 13 : 9780262112550
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