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61.
Learning and generalization with applications to neural networks by M Vidyasagar by
  • Vidyasagar, M
Series: Communications and control engineering
Material type: Text Book
Publication details: London Springer Verlag 2003
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 P03;5 R(T).

62.
Applications of Machine Learning to Anomaly Based Intrusion Detection by B Phani by
  • Phani, B
Series: IISc, Dept. of SERC, MSc(Engineering)Thesis
Material type: Text Book
Publication details: Bangalore Indian Institute of Science 2006
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 005.82 P062 "THESIS".

63.
Advanced Lectures on Machine Learning ed by Olivier Bousquet; Ulrike von Luxburg and Gunnar R tsch by
  • Bousquet, Olivier., ed
  • Luxburg, Ulrike von., ed
  • R tsch, Gunnar., ed
Series: Lecture notes in computer science
Material type: Text Book
Publication details: Berlin Springer
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 .

64.
Advanced Lectures on Machine Learning ed by S. Mendelson, A.J. Smola by
  • Mendelson, S., ed
  • Smola, A.J., ed
Series: Lecture notes in computer science
Material type: Text Book
Publication details: Berlin Springer
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 .

65.
Efficient kernel methods for large scale classification by Asharaf S by
  • Asharaf, S
Series: IISc Dept. of CSA PhD Thesis
Material type: Text Book
Publication details: Bangalore IISc 2007
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.31 P07 "Thesis".

66.
Advances in Machine Learning and Cybernetics ed by Daniel S. Yeung by
  • Yeung, Daniel S
  • Zhi-Qiang Liu
Series: Lecture notes in computer science
Material type: Text Book
Publication details: Berlin Springer
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 003.5 .

67.
Pattern recognition and machine learning by Christopher M Bishop by
  • Bishop, Christopher M
Series: Information science and statistics
Material type: Text Book
Publication details: New York Springer 2006
Availability: Not available: JRD Tata Memorial Library: Pending hold (1).

68.
Neural networks and computing; Learning Algorithms and Applications by Tommy W S Chow and Siu Yeung Cho by
  • Chow, Tommy W S
  • Cho, Siu Yeung
Series: Series in electrical and computer engineering
Material type: Text Book
Publication details: London Imperial college press 2007
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.32 P07.

69.
Computational Methods of Feature Selection ed by Huan Liu, Hiroshi Motoda by
  • Liu, Huan., ed
  • Motoda, Hiroshi., ed
Series: Data Mining and Knowledge Discovery Series
Material type: Text Book
Publication details: Boca Raton Chapman & Hall/CRC 2008
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 005.74 P08.

70.
Learning algorithms using chance-constrained programs by Saketha Nath Jagarlapudi by
  • Jagarlapudi, Saketha Nath
Series: Dept. of CSA, PhD "THESIS"
Material type: Text Book
Publication details: Bangalore IISc 2008
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.31 P08 "THESIS".

71.
Pattern Recognition and Machine Learning by Christopher M Bishop by
  • Bishop, Christopher M
Series: Information science and statistics
Material type: Text Book
Publication details: New York Springer 2006
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P06;1.

72.
Handbook of learning and approximate dynamic programming by Jannie Si et al by
  • Jennie, Si., et al
  • Barto, Andy
  • Powell, Warren
  • Wunsch, Donald
Material type: Text Book
Publication details: New Jersey Wiley Interscience 2004
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.31 P04 "R".

73.
Algorithmic learning theory Proceedings ed by S Arikawa, et al by
  • International workshop on algorithmic learning theory(1 Tokyo 1990)
  • Arikawa, S., ed
  • Goto, S., ed
  • Ohsuga, S., ed
Material type: Text Book
Publication details: Tokyo Japanese Society for Artificial intelligence 1990
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 N9012.

74.
Machine learning and data mining in pattern recognition Proceedings ed by Petra Perner by
  • International Workshop on Machine learning and data mining in pattern recognition (2nd Leipzig 2001)
  • Perner, Petra., ed
Series: Lecture Notes in Artificial Intelligence ; 2123
Material type: Text Book
Publication details: Berlin Springer 2001
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 P012.

75.
Bioinformatics the Machine Learning Approach by Pierre Baldi and Soren Brunak by
  • Baldi, Pierre
  • Brunak, Soren
Edition: 2nd ed
Material type: Text Book
Publication details: New Delhi MIT Press 2001
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 572.80285 P01.

76.
Bayesian networks and decision graphs by Finn V Jensen by
  • Jensen, Finn V
Series: Statistics for Engineering and information science
Material type: Text Book
Publication details: New York Springer-Verlag 2001
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 519.542 P01.

77.
Optimization with sparsity-inducing penalties by Francis Bach, et al by
  • Bach, Francis. et al
Series: Foundations and trends in Machine Learning
Material type: Text Book
Publication details: USA Now Pub 2012
Availability: Items available for loan: Electrical Engineering (1)Call number: 006.33 P12 (EE).

78.
Machine learning for audio, image and video analysis Theory and applications by Francesco Camastra and Alessandro Vinciarelli by
  • Camastra, Francesco
  • Vinciarelli, Alessandro
Series: Advanced information and knowledge processing
Material type: Text Book
Publication details: London Springer 2010
Availability: Items available for loan: Supercomputer Education and Research Centre (1)Call number: 006.32 P10 (SERC).

79.
Cluster identification Topic models, matrix factorization and concept association networks by Arun R by
  • Arun, R
Series: IISc, Dept. of CSA PhD Thesis
Material type: Text Book
Publication details: Bangalore IISc 2010
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.33 P10 "THESIS".

80.
Data mining Practical machine learning tools and techniques by Ian H Witten, Eibe Frank and Mark A Hall by
  • Witten, Ian H
  • Frank, Eibe
  • Hall, Mark A
Edition: 3rd ed.
Material type: Text Book
Publication details: Amsterdam Morgan Kaufmann 2011
Availability: Items available for loan: Management Studies (1)Call number: 006.312 P11;4 (MS).

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