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1.
Kernel methods for remote sensing data analysis /: Gustavo Camps-Valls, Lorenzo Bruzzone by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: UK Wiley 2009
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 621.3678 CAM-G.

2.
Machine learning : modeling data locally and globally /: Kaizhu Huang and others by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: Hangzhou Zhejiang University Press 2008
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 006.31 HUA-K.

3.
Machine learning methods in the environmental sciences : neural networks and kernels /: William W. Hsieh by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: India Cambridge 2009
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 006.31 HSI-W.

4.
Machine learning and data mining for computer security :: methods and applications / edited by Marcus A. Maloof by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: London Springer 2006
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 006.31 MAL-M.

5.
Introduction to machine learning /: Ethem Alpaydin by
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: India PHI Learning 2010
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 006.31 ALP-E.

6.
Big data, data mining, and machine learning value creation for business leaders and practitioners /: Jared Dean by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: India Wiley 2014
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 658.05631 DEA-J.

7.
Large-scale kernel machines /: Leon Bottou and others by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: London MIT Press 2007
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 005.73 BOT-L.

8.
Dataset shift in machine learning /: Joaquin Quinonero-Candela and others by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: London MIT Press 2009
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 006.31 QUI-J.

9.
Machine learning /: Tom M. Mitchell by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: New York McGraw-Hill 1997
Availability: Items available for loan: BITS Pilani Hyderabad (3)Location, call number: Text & Reference Section (Student cannot borrow these books) 006.31 MIT-T, ... Not available: BITS Pilani Hyderabad: Checked out (2). BITS Pilani Hyderabad: Lost (1).

10.
Mining software specfifications : methodologies and applications /: ed. by David Lo and others by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: Boca Raton CRC Press 2011
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 006.312 LO-D.

11.
First course in machine learning /: Simon Rogers and Mark Girolami by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: Boca Raton CRC Press 2012
Availability: Not available: BITS Pilani Hyderabad: Checked out (1).
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12.
Bayesian reasoning and machine learning /: David Barber by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: India Cambridge University Press 2012
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: Text & Reference Section (Student cannot borrow these books) 006.31 BAR-D.

13.
Machine learning : neural and statistical classification /: edited by D. Michie, D.J. Spiegelhalter, and C.C. Taylor by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: NY Overseas 2009
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 001.012 MIC-D.

14.
Combinatorial machine learning :: a rough set approach / Mikhail Moshkov and Beata Zielosko by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: New York Springer 2011
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 006.31 MOS-M.

15.
Pattern recognition and machine learning /: Christopher M. Bishop by
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: India Springer 2006
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: Text & Reference Section (Student cannot borrow these books) 006.4 BIS-C. Not available: BITS Pilani Hyderabad: Checked out (2).

16.
Bioinformatics : the machine learning approach: Pierre Baldi, Sren Brunak by
Edition: 2nd ed
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: ENG
Publication details: India MIT Press 2001
Availability: Items available for loan: BITS Pilani Hyderabad (4)Location, call number: Text & Reference Section (Student cannot borrow these books) 572.80113 BAL-P, ...

17.
Density ratio estimation in machine learning /: Masashi Sugiyama, Taiji Suzuki and Takafumi Kanamori. by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York Cambridge University Press 2012
Online resources:
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 006.31 SUG-M.

18.
Data mining with decision trees :: theory and applications / Lior Rokach and Oded Maimon by
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New Jersey World Scientific Publishing 2015
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 006.312 ROK-L.

19.
Evaluating learning algorithms : a classification perspective /: Nathalie Japkowicz and Mohak Shah by
Material type: Text Text; Literary form: Not fiction
Publication details: New York Cambridge University Press 2014
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: General Stack (For lending) 006.31 JAP-N.

20.
Understanding machine learning : from theory to algorithms /: Shai Shalev-Shwartz and Shai Ben-David by
Material type: Text Text; Literary form: Not fiction
Publication details: India Cambridge University Press 2015
Availability: Items available for loan: BITS Pilani Hyderabad (1)Location, call number: Text & Reference Section (Student cannot borrow these books) 006.31 SHA-S.

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