An introduction to computational learning theory

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フォーマット:

図書

責任表示:

Michael J. Kearns, Umesh V. Vazirani

言語:

英語

出版情報:

Cambridge, Mass. : MIT Press, c1994

形態:

xii, 207 p. : ill. ; 24 cm

著者名:

書誌ID:

BA23349811

ISBN:

9780262111935 [0262111934]

子書誌情報

所蔵情報

タイトルが類似している資料

詳細

主題:	Algorithms; Artificial intelligence; Machine learning; Neural networks
分類・件名:	LCC : Q325.5 DDC : 006.3 LCSH : Machine learning LCSH : Artificial intelligence LCSH : Algorithms LCSH : Neural networks
LCCN:	94016588
注記:	Bibliography: p. [193]-203 Includes index
TTLL:	eng

内容紹介

目次情報

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1 図書 The computational complexity of machine learning Kearns, Michael J. MIT Press	7 図書 C4.5 : programs for machine learning Quinlan, J. R. (John Ross), 1943- Morgan Kaufmann Publishers
2 図書 The mathematical foundations of learning machines Nilsson, Nils J., 1933- Morgan Kaufmann	8 図書 An introduction to support vector machines and other kernel-based learning methods Cristianini, Nello, Shawe-Taylor, John Cambridge University Press
3 図書 Machine learning : an artificial intelligence approach Michalski, Ryszard Stanisław, 1937-, Carbonell, Jaime Guillermo, 1953-, Mitchell, Tom Michael, 1951- Springer	9 図書 Learning with kernels : support vector machines, regularization, optimization, and beyond Schölkopf, Bernhard, Smola, Alexander J. MIT Press
4 図書 Learning kernel classifiers : theory and algorithms Herbrich, Ralf MIT Press	10 図書 Machine learning : paradigms and methods Carbonell, Jaime Guillermo, 1953- MIT Press
5 図書 Learning algorithms theory and applications Lakshmivarahan, S. Springer-Verlag	11 図書 Algorithmic learning Hutchinson, Alan, 1948- Clarendon Press, Oxford University Press
6 図書 Advances in kernel methods : support vector learning Schölkopf, Bernhard, Burges, Christopher J. C., Smola, Alexander J. MIT Press	12 図書 Learning to learn Thrun, Sebastian, 1967-, Pratt, Lorien Kluwer Academic Publishers