Pattern Classification by Abe Shigeo (58 results)

- Hardcover
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Condition: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.

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Hardcover. Condition: Fine. No Jacket. 1st Edition. 2006.Hardcover.Fine.343 pages.Ships from Japan.Usually ships in 1-2 working days.

- Hardcover
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Condition: Used. pp. xiv + 343 1st Edition.

- Hardcover
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Condition: 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.

- Hardcover
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Condition: Used. pp. xiv + 343.

- Softcover
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- Softcover
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- Softcover
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- Softcover
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- Hardcover
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Hardcover. Condition: New. In shrink wrap. Looks like an interesting title.

- Softcover
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- Hardcover
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More images- Softcover
Seller: preigu, Osnabrück, Germanypreigu
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Taschenbuch. Condition: Neu. Pattern Classification | Neuro-fuzzy Methods and Their Comparison | Shigeo Abe | Taschenbuch | Einband - flex.(Paperback) | Englisch | 2012 | Springer London | EAN 9781447110774 | Verantwortliche Person für die EU: Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, productsafety[at]springerna…ture[dot]com | Anbieter: preigu.

- Hardcover
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Language: English
Published by Springer 2010
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Hardcover
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
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Language: English
Published by Springer 2010
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Hardcover
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Language: English
Published by Springer 2010
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Hardcover
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- Softcover
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Neural networks have a learning capability but analysis of a trained network is difficult. On the other hand, extraction of fuzzy rules is difficult but once they have been extracted, it is relatively easy to analyze the fuzzy system. This book sol…ves the above problems by developing new learning paradigms and architectures for neural networks and fuzzy systems.The book consists of two parts: Pattern Classification and Function Approximation. In the first part, based on the synthesis principle of the neural-network classifier: A new learning paradigm is discussed and classification performance and training time of the new paradigm for several real-world data sets are compared with those of the widely-used back-propagation algorithm; Fuzzy classifiers of different architectures based on fuzzy rules can be defined with hyperbox, polyhedral, or ellipsoidal regions. The book discusses the unified approach for training these fuzzy classifiers; The performance of the newly-developed fuzzy classifiers and the conventional classifiers such as nearest-neighbor classifiers and support vector machines are evaluated using several real-world data sets and their advantages and disadvantages are clarified.In the second part: Function approximation is discussed extending the discussions in the first part; Performance of the function approximators is compared.This book is aimed primarily at researchers and practitioners in the field of artificial intelligence and neural networks.

- Hardcover
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Neural networks have a learning capability but analysis of a trained network is difficult. On the other hand, extraction of fuzzy rules is difficult but once they have been extracted, it is relatively easy to analyze the fuzzy system. This book solves the… above problems by developing new learning paradigms and architectures for neural networks and fuzzy systems.The book consists of two parts: Pattern Classification and Function Approximation. In the first part, based on the synthesis principle of the neural-network classifier: A new learning paradigm is discussed and classification performance and training time of the new paradigm for several real-world data sets are compared with those of the widely-used back-propagation algorithm; Fuzzy classifiers of different architectures based on fuzzy rules can be defined with hyperbox, polyhedral, or ellipsoidal regions. The book discusses the unified approach for training these fuzzy classifiers; The performance of the newly-developed fuzzy classifiers and the conventional classifiers such as nearest-neighbor classifiers and support vector machines are evaluated using several real-world data sets and their advantages and disadvantages are clarified.In the second part: Function approximation is discussed extending the discussions in the first part; Performance of the function approximators is compared.This book is aimed primarily at researchers and practitioners in the field of artificial intelligence and neural networks.

- Softcover
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- Softcover
Seller: Mispah books, Redhill, United KingdomMispah books
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- Softcover
Seller: GreatBookPrices, Columbia, U.S.A.GreatBookPrices
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Language: English
Published by Springer London Ltd, GB 2010
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Hardcover
Seller: Rarewaves.com USA, London, United KingdomRarewaves.com USA
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Hardback. Condition: New. 2nd ed. 2010.

Language: English
Published by Springer 2012
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Softcover
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
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Language: English
Published by Springer 2012
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Softcover
Seller: Books Puddle, New York, U.S.A.Books Puddle
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Condition: New. pp. 492 2nd Edition.
More imagesLanguage: English
Published by Springer 2012
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Softcover
Seller: preigu, Osnabrück, Germanypreigu
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Taschenbuch. Condition: Neu. Support Vector Machines for Pattern Classification | Shigeo Abe | Taschenbuch | Advances in Computer Vision and Pattern Recognition | xx | Englisch | 2012 | Springer | EAN 9781447125488 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartman…n[at]springer[dot]com | Anbieter: preigu.

Language: English
Published by Springer 2010
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Hardcover
Seller: Books Puddle, New York, U.S.A.Books Puddle
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Condition: New. pp. 492 2nd Edition.

Language: English
Published by Springer, Springer 2012
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Softcover
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluatio…n criteria for classifiers and regressors. Features: Clarifies the characteristics of two-class SVMs; Discusses kernel methods for improving the generalization ability of neural networks and fuzzy systems; Contains ample illustrations and examples; Includes performance evaluation using publicly available data sets; Examines Mahalanobis kernels, empirical feature space, and the effect of model selection by cross-validation; Covers sparse SVMs, learning using privileged information, semi-supervised learning, multiple classifier systems, and multiple kernel learning; Explores incremental training based batch training and active-set training methods, and decomposition techniques for linear programming SVMs; Discusses variable selection for support vector regressors.

Language: English
Published by Springer London 2010
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Hardcover
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluation crite…ria for classifiers and regressors. Features: Clarifies the characteristics of two-class SVMs; Discusses kernel methods for improving the generalization ability of neural networks and fuzzy systems; Contains ample illustrations and examples; Includes performance evaluation using publicly available data sets; Examines Mahalanobis kernels, empirical feature space, and the effect of model selection by cross-validation; Covers sparse SVMs, learning using privileged information, semi-supervised learning, multiple classifier systems, and multiple kernel learning; Explores incremental training based batch training and active-set training methods, and decomposition techniques for linear programming SVMs; Discusses variable selection for support vector regressors.

Language: English
Published by Springer-Verlag New York Inc 2012
Series: Advances in Computer Vision and Pattern Recognition, Book 13 of 86. Book 13 of 86 - Advances in Computer Vision and Pattern Recognition
- Softcover
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
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Paperback. Condition: Brand New. 2nd edition. 493 pages. 9.25x6.10x1.18 inches. In Stock.