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1.

図書
図書
1. Machine learning : a probabilistic perspective. 4th printing (: hardcover)
Kevin P. Murphy
出版情報: Cambridge, Mass. : MIT Press, c2012
シリーズ名: Adaptive computation and machine learning
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2.

図書
図書
2. Bayesian artificial intelligence
Kevin B. Korb, Ann E. Nicholson
出版情報: Boca Raton : Chapman & Hall/CRC, c2004
シリーズ名: Series in computer science and data analysis
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3.

図書
図書
3. Pattern recognition and machine learning
Christopher M. Bishop
出版情報: New York : Springer, c2006
シリーズ名: Information science and statistics / series editors M. Jordan ... [et al.]
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4.

図書
図書
4. Machine learning : an algorithmic perspective
Stephen Marsland
出版情報: Boca Raton : Chapman & Hall/CRC, c2009
シリーズ名: Chapman & Hall/CRC machine learning & pattern recognition series
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5.

図書
図書
5. Machine learning in non-stationary environments : introduction to covariate shift adaptation (: hbk.)
Masashi Sugiyama and Motoaki Kawanabe
出版情報: Cambridge, Mass. ; London : MIT Press, c2012
シリーズ名: Adaptive computation and machine learning
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6.

図書
図書
6. Machine learning in action (: pbk)
by Peter Harrington
出版情報: Shelter Island, NY : Manning, c2012
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7.

図書
図書
7. Introduction to machine learning. 2nd ed
Ethem Alpaydin
出版情報: Cambridge : MIT Press, c2010
シリーズ名: Adaptive computation and machine learning
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8.

図書
図書
8. Python machine learning : unlock deeper insights into machine learning with this vital guide to cutting-edge predictive analytics
Sebastian Raschka
出版情報: Birmingham : Packt Pub., 2015
シリーズ名: Packt open source ; . Community experience distilled
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9.

図書
図書
9. Deep learning (: hbk)
Ian Goodfellow, Yoshua Bengio, and Aaron Courville
出版情報: Cambridge, Mass. : MIT Press, c2016
シリーズ名: Adaptive computation and machine learning
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10.

図書
図書
10. Introduction to machine learning with Python : a guide for data scientists. 1st ed., 4th release (: pbk)
Andreas C. Müller and Sarah Guido
出版情報: Sebastopol, CA : O'Reilly, 2018, c2017
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11.

図書
図書
11. Automatic learning techniques in power systems
Louis A. Wehenkel
出版情報: Boston : Kluwer Academic, c1998
シリーズ名: The Kluwer international series in engineering and computer science ; Power electronics & power systems
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12.

図書
図書
12. Learning from data : concepts, theory, and methods
Vladimir Cherkassky, Filip Mulier
出版情報: New York : Wiley, c1998
シリーズ名: Adaptive and learning systems for signal processing, communications, and control
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13.

図書
図書
13. Machine learning
Tom M. Mitchell
出版情報: New York : McGraw-Hill, c1997
シリーズ名: McGraw-Hill computer science series ; Artificial intelligence
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14.

図書
図書
14. Advances in kernel methods : support vector learning
edited by Bernhard Schölkopf, Christopher J.C. Burges, Alexander J. Smola
出版情報: Cambridge, Mass. : MIT Press, c1999
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15.

図書
図書
15. Neural networks and machine learning
edited by Christopher M. Bishop
出版情報: Berlin : Springer, 1998
シリーズ名: NATO ASI series ; Series F . Computer and systems sciences ; no. 168
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16.

図書
図書
16. Robot shaping : an experiment in behavior engineering
Marco Dorigo and Marco Colombetti
出版情報: Cambridge, Mass. : MIT Press, c1998
シリーズ名: Intelligent robotics and autonomous agents
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17.

図書
図書
17. Genetic algorithms for pattern recognition
edited by Sankar K. Pal, Paul P. Wang
出版情報: Boca Raton, FL ; Tokyo : CRC Press, c1996
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18.

図書
図書
18. Genetic learning for adaptive image segmentation
Bir Bhanu, Sungkee Lee
出版情報: Boston : Kluwer Academic Publishers, c1994
シリーズ名: The Kluwer international series in engineering and computer science ; SECS 287 . Robotics
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19.

図書
図書
19. Genetic algorithms for machine learning
edited by John J. Grefenstette
出版情報: Boston : Kluwer Academic Publishers, c1994
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20.

図書
図書
20. Machine learning : neural networks, genetic algorithms, and fuzzy systems
Hojjat Adeli, Shih-Lin Hung
出版情報: New York : Wiley, c1995
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21.

図書
図書
21. An introduction to support vector machines and other kernel-based learning methods (: hbk)
Nello Cristianini and John Shawe-Taylor
出版情報: Cambridge : Cambridge University Press, 2000
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22.

図書
図書
22. Bayesian networks and decision graphs
Finn V. Jensen
出版情報: New York : Springer, c2001
シリーズ名: Statistics for engineering and information science
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23.

図書
図書
23. Machine learning algorithms : reference guide for popular algorithms for data science and machine learning
Giuseppe Bonaccorso
出版情報: Birmingham : Packt Pub., 2017
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24.

図書
図書
24. Python for probability, statistics, and machine learning (: hbk.)
José Unpingco
出版情報: Cham : Springer, 2016
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25.

図書
図書
25. Computational models of learning (: U.S. ; : Germany)
edited by Leonard Bolc ; with contributions by G.L. Bradshaw ... [et al.]
出版情報: Berlin ; Tokyo : Springer-Verlag, c1987
シリーズ名: Symbolic computation ; Artificial intelligence
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目次情報: 続きを見る
Learning strategies and automated knowledge acquisition R.S. Michalski
Heuristics for empirical discovery P. Langley, H.A. Simon, and G.L. Bradshaw
Transfer of training in procedural learning S. Ohlsson
Conceptual knowledge acquisition in search L.A. Rendell
Cognitive development as optimisation J.G. Wolff
Learning strategies and automated knowledge acquisition R.S. Michalski
Heuristics for empirical discovery P. Langley, H.A. Simon, and G.L. Bradshaw
Transfer of training in procedural learning S. Ohlsson
26.

図書
図書
26. Induction : processes of inference, learning, and discovery
John H. Holland ... [et al.]
出版情報: Cambridge, Mass. : MIT Press, c1986
シリーズ名: Computational models of cognition and perception
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27.

図書
図書
27. Introduction to machine learning
Yves Kodratoff
出版情報: San Mateo, Calif. : Morgan Kaufmann, 1988
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28.

図書
図書
28. Machine learning : an artificial intelligence approach ([v. 1] - v. 4)
contributors, Saul Amarel ... [et al.] ; editors, Ryszard S. Michalski, Jaime G. Carbonell, Tom M. Mitchell
出版情報: San Mateo, Calif. : Morgan Kaufmann, c1983-c1994
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29.

図書
図書
29. Fuzzy mathematical approach to pattern recognition
Sankar K. Pal, Dwijesh K. Dutta Majumder
出版情報: New York : Wiley, c1986
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30.

図書
図書
30. Machine learning : applications in expert systems and information retrieval (: Horwood library ed - : Halsted student ed)
R. Forsyth and R. Rada
出版情報: Chichester : E. Horwood , New York : Halsted Press, 1986
シリーズ名: Ellis Horwood series in artificial intelligence
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31.

図書
図書
31. Perceptrons : an introduction to computational geometry. Expanded ed (: pbk)
Marvin Minsky and Seymour Papert
出版情報: Cambridge, Mass. : MIT Press, 1988
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32.

雑誌
雑誌
32. Machine learning
出版情報: Boston : Kluwer Academic Publishers, 1986-
巻次(年次): Vol. 1, no. 1 (1986)-
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33.

図書
図書
33. Machine learning : a theoretical approach
Balas K. Natarajan
出版情報: San Mateo, Calif. : M. Kaufmann Publishers, c1991
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34.

図書
図書
34. Concept formation : knowledge and experience in unsupervised learning
edited by Douglas H. Fisher, Jr., Michael J. Pazzani, and Pat Langley
出版情報: San Mateo, Calif. : Morgan Kaufmann Publishers, c1991
シリーズ名: The Morgan Kaufmann series in machine learning
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35.

図書
図書
35. Logic and the acquistion of knowledge
edited by J.E. Hayes, D. Michie and J. Richards
出版情報: Oxford, [England] : Clarendon Press : Oxford University Press, 1988
シリーズ名: Machine intelligence / edited by N.L. Collins & Donald Michie ; 11
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36.

図書
図書
36. Towards an automated logic of human thought
edited by J.E. Hayes, D. Michie, and Ė. Tyugu
出版情報: Oxford [England] : Clarendon Press , Tokyo : Oxford University Press, 1991
シリーズ名: Machine intelligence / edited by N.L. Collins & Donald Michie ; 12
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37.

図書
図書
37. C4.5 : programs for machine learning
J. Ross Quinlan
出版情報: San Mateo, Calif. : Morgan Kaufmann Publishers, c1993
シリーズ名: The Morgan Kaufmann series in machine learning
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38.

図書
図書
38. Inductive logic programming
edited by Stephen Muggleton
出版情報: London ; Tokyo : Academic Press, c1992
シリーズ名: A.P.I.C. series ; no. 38
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39.

図書
図書
39. Pattern recognition and machine learning
Yuichiro Anzai
出版情報: Boston : Academic Press, c1992
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40.

図書
図書
40. Machine learning : principles and techniques (pbk.)
edited by Richard Forsyth
出版情報: London ; New York : Chapman and Hall, 1989
シリーズ名: Chapman and Hall computing
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41.

図書
図書
41. Machine learning, meta-reasoning, and logics
edited by Pavel B. Brazdil and Kurt Konolige
出版情報: Boston : Kluwer Academic Publishers , Norwell, Mass., USA : Distributors for North America, Kluwer Academic Publishers, c1990
シリーズ名: The Kluwer international series in engineering and computer science ; SECS 82
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42.

図書
図書
42. Induction : processes of inference, learning, and discovery (: pbk.)
John H. Holland ... [et al.]
出版情報: Cambridge, Mass. ; London : MIT Press, 1989, c1986
シリーズ名: Computational models of cognition and perception
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43.

図書
図書
43. Readings in machine learning (: [pbk])
edited by Jude W. Shavlik and Thomas G. Dietterich
出版情報: San Mateo, Calif. : Morgan Kaufmann Publishers, 1990
シリーズ名: The Morgan Kaufmann series in machine learning
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44.

図書
図書
44. The computational complexity of machine learning
Michael J. Kearns
出版情報: Cambridge, Mass. : MIT Press, c1990
シリーズ名: ACM distinguished dissertations ; 1989
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45.

図書
図書
45. Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow : concepts, tools, and techniques to build intelligent systems. 2nd ed
Aurélien Géron
出版情報: Sebastopol, Calif. : O'Reilly, 2019
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46.

図書
図書
46. Genetic algorithms in search, optimization, and machine learning
David E. Goldberg
出版情報: Reading, Mass. ; Tokyo : Addison-Wesley, c1989
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47.

図書
図書
47. Game theory for data science : eliciting truthful information (: pbk)
Boi Faltings, Goran Radanovic
出版情報: [S.l.] : Morgan & Claypool, c2017
シリーズ名: Synthesis lectures on artificial intelligence and machine learning ; #35
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48.

図書
図書
48. Deep learning on graphs (: hbk)
Yao Ma, Jiliang Tang
出版情報: Cambridge : Cambridge University Press, 2021
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49.

電子ブック
ＥＢ
49. Deep learning for dummies (: electronic bk)
by John Paul Mueller and Luca Massaron
出版情報: Hoboken, N.J. : J. Wiley, c2019
シリーズ名: --For dummies ;
オンライン: https://elib.maruzen.co.jp/elib/html/BookDetail/Id/3000083091
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