An introduction to support vector machines and other kernel-based learning methods

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種類:

図書

責任表示:

Nello Cristianini and John Shawe-Taylor

出版情報:

Cambridge, UK : Cambridge University Press, 2002, c2000

著者名:

ISBN:

9780521780193 [0521780195] (: hbk)

注記:

Includes bibliographical references (p. 173-186) and index

所蔵情報

子書誌情報

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詳細

主題:	Algorithms; Kernel functions; Machine learning
分類・件名:	LCC : Q325.5 DDC : 006.3/1 LCSH : Machine learning LCSH : Algorithms LCSH : Kernel functions
LCCN:	99054716
TTLL:	eng
言語:	英語
形態:	xiii, 189 p. : ill. (some col.) ; 26 cm
書誌ID:	BA59977124

内容紹介

目次情報

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1 図書 Kernel methods for pattern analysis Shawe-Taylor, John, Cristianini, Nello Cambridge University Press	7 図書 Kernel functions, analytic torsion and moduli spaces Fay, John D. (John David) American Mathematical Society
2 図書 Genetic algorithms in search, optimization, and machine learning Goldberg, David E. (David Edward), 1953- Addison-Wesley	8 図書 The computational complexity of machine learning Kearns, Michael J MIT Press
3 図書 Machine learning : paradigms and methods Carbonell, Jaime Guillermo, 1953- MIT Press	9 図書 Bioinformatics : the machine learning approach Baldi, Pierre, Brunak, Søren The MIT Press
4 図書 Sequential methods in pattern recognition and machine learning Fu, King Sun, 1930- Academic Press	10 電子ブック Machine learning in Python : essential techniques for predictive analysis Bowles, Michael
5 図書 Computer systems that learn : classification and prediction methods from statistics, neural nets, machine learning, and expert systems Weiss, Sholom M., Kulikowski, Casimir A. M. Kaufmann Publishers	11 図書 Graphical models for machine learning and digital communication Frey, Brendan J. The MIT Press
6 図書 Learning with kernels : support vector machines, regularization, optimization, and beyond Schölkopf, Bernhard, Smola, Alexander J. The MIT Press	12 図書 Machine learning : neural networks, genetic algorithms, and fuzzy systems Adeli, Hojjat, 1950-, Hung, Shih-Lin Wiley