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1.
Machine learning with SVM and other kernel methods Soman, K. P. by
  • Soman, K. P
  • Ajay, V
  • Loganathan, R
Material type: Text Book
Publication details: New Delhi PHI Learning 2009
Availability: Items available for loan: IIT Gandhinagar (2)Call number: 006.31 SOM, ...

2.
Pattern recognition and machine learning Christopher M. Bishop by
  • Bishop, Christopher M
Series: ; | Information science and statistics
Edition:
Material type: Text Book
Current publication frequency: .
Publication details: New York Springer 2006
Availability: Not available: IIT Gandhinagar: Checked out (1).
  (2 votes)
3.
Bayesian artificial intelligence by Kevin B. Korb by
  • Korb, Kevin B
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .
Publication details: Boca Raton, FL: CRC Press, 2011
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 519.542 KOR.
Lists:

4.
Applied genetic programming and machine learning by Hitoshi Iba and Yoshihiko Hasegawa by
  • Iba, Hitoshi
  • Hasegawa, Yoshihiko
Series: ; | CRC Press international series on computational intelligence
Edition:
Material type: Text Book
Current publication frequency: .
Publication details: Boca Raton: CRC Press, 2010
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 IBA.

5.
Machine learning : an algorithmic perspective by Stephen Marsland by
  • Marsland, Stephen
Series: ; | Chapman &​ Hall/​CRC machine learning &​ pattern recognition series
Edition:
Material type: Text Book
Current publication frequency: .
Publication details: Boca Raton: CRC Press, 2009
Availability: Not available: IIT Gandhinagar: Checked out (1).

6.
Voice in the machine : building computers that understand speech by Roberto Pieraccini by
  • Pieraccini, Roberto
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .
Publication details: Cambridge MIT Press c2012
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.454 PIE.

7.
Reinforcement learning : an introduction Richard S. Sutton and Andrew G. Barto by
  • Sutton, Richard S
  • Barto, Andrew G
Series: ; | Adaptive computation and machine learning
Edition:
Material type: Text Book; Format: print ; Literary form: Not fiction
Current publication frequency: .
Publication details: Cambridge MIT Press 1998
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 SUT.

8.
Adaptive blind signal and image processing : learning algorithms and applications ​ Andrzej Cichocki, Shun-ichi Amari by
  • Cichocki, Andrzej
  • Amari, Shunʼichi
Series: ;
Edition:
Material type: Text Book; Format: print ; Literary form: Not fiction
Current publication frequency: .
Publication details: New York John Wiley & Sons 2002
Availability: Items available for loan: IIT Gandhinagar (2)Call number: 621.3822 CIC, ...

9.
Learning with kernels : support vector machines, regularization, optimization, and beyond by Bernhard Schölkopf by
  • Schölkopf, Bernhard
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .
Publication details: Cambridge, MA: MIT Press, 2002
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 SCH.

10.
Machine learning: a probabilistic perspective byKevin P. Murphy by
  • Murphy, K. P
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .
Publication details: Cambridge: MIT Press, 2012
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 MUR.

11.
Foundations of machine learning by Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar by
  • Mohri, Mehryar
  • Talwalkar, Ameet
  • Rostamizadeh, Afshin
Series: ; | Adaptive computation and machine learning series
Edition:
Material type: Text Book; Format: print ; Literary form: Not fiction
Current publication frequency: .
Publication details: Cambridge MIT Press 2012
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 MOH . Not available: IIT Gandhinagar: Pending hold (1).
  (1 votes)
12.
Bayesian reasoning and machine learning by David Barber by
  • Barber, David
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .
Publication details: Cambridge : Cambridge University Press, 2011
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 BAR .

13.
Machine learning: the art and science of algorithms that make sense of data by Peter Flach by
  • Flach, Peter
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .
Publication details: Cambridge : Cambridge University Press, 2012
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 FLA .

14.
First course in machine learning by Simon Rogers and Mark Girolami by
  • Rogers, Simon
  • Girolami, Mark
Series: ; | Chapman &? Hall/?CRC machine learning &? pattern recognition series
Edition:
Material type: Text Book; Format: print ; Literary form: Not fiction
Current publication frequency: .
Publication details: Boca Raton CRC Press 2012
Availability: Not available: IIT Gandhinagar: Checked out (1).
  (1 votes)
15.
Visual saliency computation : a machine learning perspective by
  • Gao, Wen
  • Li, Jia
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .
Publication details: Beijing: Springer, 2014
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 GAO.

16.
Understanding machine learning: from theory to algorithms Shai Shalev-Shwartz by
  • Shalev-Shwartz, Shai
  • Ben-David, Shai
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .Language: English
Publication details: Cambridge: Cambridge University Press, 2014
Availability: Not available: IIT Gandhinagar: Checked out (1).

17.
Machine learning with R:learn how to use R to apply powerful machine learning methods and gain an insight into real-world applications by Brett Lantz by
  • Lantz ,Brett
Series: ;
Edition:
Material type: Text Book; Format: print ; Literary form: Not fiction
Current publication frequency: .Language: English
Publication details: Mumbai Packt Publishing 2013
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 LAN.

18.
Kernel methods and machine learning by
  • Kung, S. Y
Series: ;
Edition:
Material type: Text Book; Format: print ; Literary form: Not fiction
Current publication frequency: .Language: English
Publication details: Cambridge Cambridge University Press 2014
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 KUN.

19.
Recurrent neural networks for prediction: learning algorithms, architectures and stability : Wiley series in adaptive and learning systems for signal processing, communications, and control / byDanilo P. Mandic . by
  • Mandic, Danilo P
  • Chambers ,Jonathon A
Series: ; | Wiley series in adaptive and learning systems for signal processing, communications, and control
Edition:
Material type: Text Book; Format: print ; Literary form: Not fiction
Current publication frequency: .Language: English
Publication details: New York John Wiley & Sons 2001
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.32 MAN.

20.
Optimization for machine learning by Suvrit Sra by
  • Sra ,Suvrit
  • Stephen, J. Wright
  • Nowozin, Sebastian
Series: ;
Edition:
Material type: Text Book
Current publication frequency: .Language: English
Publication details: Cambridge MIT Press 2013
Availability: Items available for loan: IIT Gandhinagar (1)Call number: 006.31 SRA.

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