Prof. G. K. Chadha Library

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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: print ; Literary form: Not fiction Publisher: Reading, Mass. : Addison-Wesley Pub. Co., c1989Availability: Items available for loan: [Call number: 006.31 G6183g] (10). Items available for reference: [Call number: 006.31 G6183g] (1).
Location(s): 006.31 G6183g.

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2.
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.).

Edition: 2nd ed.Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: New York, NY : Springer, c2009Availability: Items available for loan: [Call number: 006.31 H356e] (5). Items available for reference: [Call number: 006.31 H356e] (1).
Location(s): 006.31 H356e.

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3.
Kernel Methods for Pattern Analysis [electronic resource]. / John Shawe-Taylor, Nello Cristianini.

by Shawe-Taylor, John | Cristianini, Nello.

Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction Publisher: Cambridge : Cambridge University Press, 2004Online access: Access by subscription | Off-campus Availability: Items available for reference: [Call number: 006.31] (1). Location(s): 006.31.

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4.
An elementary introduction to statistical learning theory / Sanjeev Kulkarni, Gilbert Harman.

by Kulkarni, Sanjeev | Harman, Gilbert.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Hoboken, N.J. : Wiley, c2011Availability: Items available for loan: [Call number: 006.31 K9631a] (1). Items available for reference: [Call number: 006.31 K9631a] (1).
Location(s): 006.31 K9631a.

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5.
Pattern recognition and machine learning / Christopher M. Bishop.

by Bishop, Christopher M.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: New York : Springer, 2006Online access: Publisher description Availability: Items available for loan: [Call number: 006.4 B6222p] (3). Location(s): 006.4 B6222p.

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6.
Evaluating Learning Algorithms : a classification perspective / Nathalie Japkowicz, Mohak Shah.

by Japkowicz, Nathalie | Shah, Mohak.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Cambridge ; New York : Cambridge University Press, 2011Availability: Items available for loan: [Call number: 006.31 J359e] (1). Items available for reference: [Call number: 006.31 J359e] (1).
Location(s): 006.31 J359e.

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7.
Bayesian reasoning and machine learning / David Barber.

by Barber, David, 1968-.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Cambridge ; New York : Cambridge University Press, 2011Availability: Items available for loan: [Call number: 006.31 B2342b] (2). Location(s): 006.31 B2342b.

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8.
Scaling up machine learning : parallel and distributed approaches / edited by Ron Bekkerman, Mikhail Bilenko, John Langford.

by Bekkerman, Ron | Bilenko, Mikhail, 1978- | Langford, John, 1975-.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Cambridge ; New York : Cambridge University Press, 2012Availability: No items available Checked out (1).

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9.
Machine learning / Tom M. Mitchell.

by Mitchell, Tom M. (Tom Michael), 1951-.

Edition: International editionMaterial type: Text Text; Format: print ; Literary form: Not fiction Publisher: New York ; London : McGraw-Hill, 1997Availability: Items available for loan: [Call number: 006.31 M6826m] (3). Items available for reference: [Call number: 006.31 M6826m] (1).
Checked out (1). Location(s): 006.31 M6826m.

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10.
Machine learning : a probabilistic perspective / Kevin P. Murphy.

by Murphy, Kevin P, 1970-.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Cambridge, MA : MIT Press, c2012Availability: Items available for loan: [Call number: 006.31 M9786m] (1). Location(s): 006.31 M9786m.

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11.
Machine learning forensics for law enforcement, security, and intelligence Jesus Mena. [Electronic resources] /

by Mena, Jesus.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Boca Raton, FL : Taylor & Francis, 2011Online access: Click here to view | Off-campus Availability: Items available for loan: [Call number: 363.250285/631 M534m] (1). Location(s): 363.250285/631 M534m.

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12.
Cost-sensitive machine learning / edited by Balaji Krishnapuram, Shipeng Yu, Bharat Rao.

by Krishnapuram, Balaji | Yu, Shipeng | Rao, Bharat.

Material type: Text Text; Literary form: Not fiction Publisher: Boca Raton, Fla. : CRC Press, 2012Online access: Click here to view. Availability: No items available

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13.
Machine learning in action / Peter Harrington.

by Harrington, Peter.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Shelter Island, N.Y. : Manning Publications Co., c2012Online access: Contributor biographical information | Publisher description Availability: Items available for loan: [Call number: 006.3 H311m] (1). Location(s): 006.3 H311m.

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14.
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International journal of computational intelligence and applications [electronic resource].

by EBSCO Publishing (Firm).

Material type: Continuing resource Continuing resource; Format: available online remote; Type of continuing resource: periodical Publisher: London : Imperial College Press, ©2001-Other title: Computational intelligence and applications.Online access: Full text available from World Scientific Journals: 2013 Off-campus Availability: No items available

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15.
Deep learning / Ian Goodfellow, Yoshua Bengio, and Aaron Courville.

by Goodfellow, Ian [author.] | Bengio, Yoshua [author.] | Courville, Aaron [author.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: London : The MIT Press, c2016Availability: No items available Checked out (1).

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16.
Introduction to machine learning / Ethem Alpaydin.

by Alpaydin, Ethem [author.].

Edition: Third edition.Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Delhi : PHI Learning, c2014Availability: Items available for loan: [Call number: 006.31 A4561i] (3). Items available for reference: [Call number: 006.31 A4561i] (2).
Location(s): 006.31 A4561i.

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17.
Computer vision and machine learning in agriculture / editors, Mohammad Shorif Uddin and Jagdish Chand Bansal.

by Uddin, Mohammad Shorif [Editor] | Bansal, Jagdish Chand [editor].

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Singapore : Springer, c2021Availability: Items available for loan: [Call number: 630.2085 C7387] (1). Location(s): 630.2085 C7387.

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18.
Data mining and machine learning : fundamental concepts and algorithms / Mohammed J. Zaki, Wagner Meira, Jr.

by Zaki, Mohammed J, 1971- [author.] | Meira, Wagner, 1967- [author.].

Edition: Second edition.Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: London : Cambridge University Press, c2020Availability: Items available for loan: [Call number: 006.312 Z217d] (3). Items available for reference: [Call number: 006.312 Z217d] (1).
Location(s): 006.312 Z217d.

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19.
Computer vision and machine learning in agriculture / Jagdish Chand Bansal and Mohammad Shorif Uddin, editors.

by Bansal, Jagdish Chand [editor.] | Uddin, Mohammad Shorif [editor.].

Material type: Text Text; Format: print available online remote; Literary form: Not fiction Publisher: Singapore : Springer, c2023Availability: Items available for loan: [Call number: 630.2085 C7387] (2). Location(s): 630.2085 C7387.

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