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1.
Genetic algorithms in search, optimization, and machine learning / [by] David E. Goldberg. by
  • Goldberg, David E. (David Edward), 1953-
Material type: Text Text; Format: microfiche ; Literary form: Not fiction
Publication details: India : Pearson education, c1989
Availability: Items available for loan: Central Library, SUST (1)Call number: 006.31 GOG.

2.
Machine Learning / Tom M. Mitchell. by
  • Mitchell, Tom M. (Tom Michael), 1951-
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York : McGraw-Hill, c1997
Availability: Items available for loan: Central Library, SUST (7)Call number: 006.31 MIM, ...

3.
Introduction to machine learning / Ethem Alpaydin. by
  • Alpaydin, Ethem [author.]
Series: Adaptive computation and machine learning
Edition: Third edition.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New Delhi : PHI Learning, c2014
Availability: Items available for loan: Central Library, SUST (2)Call number: 006.31 ALI, ...

4.
The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, Jerome Friedman. by
  • Hastie, Trevor
  • Tibshirani, Robert
  • Friedman, J. H. (Jerome H.)
Series: Springer series in statistics
Edition: 2nd ed. 12th printing 2017.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York, NY : Springer, 2017, ©2009
Availability: Items available for loan: Central Library, SUST (5)Call number: 006.31 HAE, ... Not available: Central Library, SUST: In transit (1).

5.
The voice in the machine : building computers that understand speech / Roberto Pieraccini. by
  • Pieraccini, Roberto, 1955-
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Mass. : MIT Press, c2012
Availability: Items available for loan: Central Library, SUST (3)Call number: 006.454 PIV, ...

6.
Information theoretic learning : Renyi's entropy and kernel perspectives / Jose C. Principe. by
  • Principe, J. C. (Jos�e C.)
Series: Information science and statistics
Material type: Text Text; Format: microfiche ; Literary form: Not fiction
Publication details: New York : Springer, c2010
Availability: Items available for loan: Central Library, SUST (2)Call number: 006.31 PRI, ...

7.
Machine learning for adaptive many-core machines - a practical approach / Noel Lopes, Bernardete Ribeiro. by
  • Lopes, Noel
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cham : Springer, 2015
Availability: Items available for loan: Central Library, SUST (3)Call number: 006.31 LOM, ...

8.
Perceptrons : an introduction to computational geometry / Marvin Minsky and Seymour Papert. by
  • Minsky, Marvin, 1927-2016
  • Papert, Seymour
Edition: Expanded ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Mass. : MIT Press, c1969
Availability: Items available for loan: Central Library, SUST (2)Call number: 006.3 MIP, ...

9.
Pattern recognition and machine learning / Christopher M. Bishop. by
  • Bishop, Christopher M
Series: Information science and statistics
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York : Springer, c2006
Availability: Items available for loan: Central Library, SUST (7)Call number: 006.4 BIP, ...

10.
Learning from data : concepts, theory, and methods / Vladimir Cherkassky, Filip Mulier. by
  • Cherkassky, Vladimir S
  • Mulier, Filip
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Hoboken, N.J. : IEEE Press : Wiley-Interscience, c2007
Availability: Items available for loan: Central Library, SUST (2)Call number: 006.31 CHL, ...

11.
Machine learning : a probabilistic perspective / Kevin P. Murphy. by
  • Murphy, Kevin P, 1970-
Series: Adaptive computation and machine learning series
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, MA : MIT Press, c2012
Availability: Items available for loan: Central Library, SUST (4)Call number: 006.31 MUM, ...

12.
Machine learning : an algorithmic perspective / Stephen Marsland. by
  • Marsland, Stephen
Series: Chapman & Hall/CRC machine learning & pattern recognition series
Edition: Second edition.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New york : CRC press, c2015
Availability: Items available for loan: Central Library, SUST (3)Call number: 006.31 MAM, ...

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