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1.
The nature of statistical learning theory by Series: Statistics for engineering and information science
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York : Springer, c2000
Availability: Items available for loan: IIITD (1)Call number: REF 006.31 VAP-N.

2.
Machine learning by Series: McGraw-Hill series in computer science
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York : McGraw Hill, ©1997
Availability: Items available for loan: IIITD (13)Call number: 006.31 MIT-M, ... Items available for reference: IIITD: Not for loan (1)Call number: REF 006.31 MIT-M. Not available: IIITD: Checked out (4).
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3.
Genetic algorithms in search, optimization, and machine learning by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New Delhi : Addison-Wesley, c1989
Availability: Items available for loan: IIITD (2)Call number: 006.31 GOL-G, ...

4.
Pattern recognition and machine learning by Series: Information science and statistics
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York : Springer, ©2006
Availability: Items available for loan: IIITD (2)Call number: 006.4 BIS-P, ... Items available for reference: IIITD: Not for loan (1)Call number: REF 006.4 BIS-P. Not available: IIITD: Checked out (2).

5.
Elements of statistical learning : data mining, inference, and prediction by
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: London : Springer, ©2009
Availability: Items available for loan: IIITD (2)Call number: CB 006.31 HAS-E, ... Items available for reference: IIITD: Not for loan (1)Call number: REF 006.31 HAS-E.

6.
Bayesian artificial intelligence by Series: Chapman & Hall/CRC computer science and data analysis series
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Boca Raton, FL : CRC Press, c2011
Availability: Items available for loan: IIITD (1)Call number: REF 006.3 KOR-B.

7.
Statistical learning theory by Series: Adaptive and learning systems for signal processing, communications, and control
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York : Wiley, c1998
Availability: Items available for loan: IIITD (1)Call number: 006.3 VAP-S.

8.
Machine learning : a probabilistic perspective by Series: Adaptive computation and machine learning series
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge : MIT Press, ©2012
Availability: Items available for loan: IIITD (2)Call number: CB 006.31 MUR-M, ... Items available for reference: IIITD: Not for loan (1)Call number: REF 006.31 MUR-M.
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9.
Boosting : foundations and algorithms by 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: IIITD (1)Call number: REF 006.31 SCH-B.

10.
Optimization for machine learning by Series: Neural information processing series
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New Delhi : PHI, c2013
Availability: Items available for loan: IIITD (2)Call number: 006.31 SRA-O, ...

11.
Gaussian processes for machine learning by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Mass. : MIT Press, ©2006
Online access:
Availability: Items available for loan: IIITD (1)Call number: REF 519.23 RAS-G.

12.
Foundations of machine learning by 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: IIITD (1)Call number: REF 006.31 MOH-F.

13.
Machine learning : the art and science of algorithms that make sense of data by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge ; New York : Cambridge University Press, 2012
Availability: Items available for loan: IIITD (1)Call number: REF 006.31 FLA-M.

14.
Understanding by design by
Edition: Expanded 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Alexandria, VA : Association for Supervision and Curriculum Development, c2005
Online access:
Availability: Items available for loan: IIITD (1)Call number: REF 375.001 WIG-U.

15.
Scaling up machine learning parallel and distributed approaches by
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: New York : Cambridge University Press, ©2012
Cambridge Books Online - Computer Science
Availability: Items available for loan: IIITD (1)Call number: REF 006.31 BEK-S.

16.
Reinforcement learning : an introduction by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Mass. : MIT Press, ©1998
Availability: Items available for reference: IIITD: Not for loan (1)Call number: REF 006.31 SUT-R.

17.
Reinforcement learning and approximate dynamic programming for feedback control by Series: IEEE Press series on computational intelligence
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New Jersey: Wiley, c2013
Availability: Items available for reference: IIITD: Not for loan (1)Call number: REF 003.5 LEW-R.

18.
Machine learning in medicine by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York : Springer, 2013
Availability: Items available for loan: IIITD (1)Call number: REF 006.31 CLE-M.

19.
Bayesian reasoning and machine learning by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New Delhi : Cambridge University Press, ©2012
Availability: Items available for loan: IIITD (4)Call number: 006.31 BAR-B, ... Items available for reference: IIITD: Not for loan (1)Call number: REF 006.31 BAR-B.

20.
An introduction to computational learning theory by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Mass. : MIT Press, ©1994
Availability: Items available for loan: IIITD (1)Call number: REF 006.3 KEA-I.

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