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41.
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Pattern Recognition: Kernel Functions for nonlinear SVMs; Mercer and positive definite Kernels / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Kernel Functions for nonlinear SVMs; Mercer and positive definite Kernels
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
Availability: Items available for loan: SNU LIBRARY (1).

42.
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Pattern Recognition: "Support Vector Regression and ?-insensitive Loss function, examples of SVM learning" / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering "Support Vector Regression and ?-insensitive Loss function, examples of SVM learning"
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
Availability: Items available for loan: SNU LIBRARY (1).

43.
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Pattern Recognition: Overview of SMO and other algorithms for SVM; ?-SVM and ?-SVR; SVM as a risk minimizer / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Overview of SMO and other algorithms for SVM; ?-SVM and ?-SVR; SVM as a risk minimizer
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
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44.
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Pattern Recognition: Positive Definite Kernels; RKHS; Representer Theorem / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Positive Definite Kernels; RKHS; Representer Theorem
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
Availability: Items available for loan: SNU LIBRARY (1).

45.
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Pattern Recognition: Feature Selection and Dimensionality Reduction; Principal Component Analysis / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Feature Selection and Dimensionality Reduction; Principal Component Analysis
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
Availability: Items available for loan: SNU LIBRARY (1).

46.
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Pattern Recognition: No Free Lunch Theorem; Model selection and model estimation; Bias-variance trade-off / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering No Free Lunch Theorem; Model selection and model estimation; Bias-variance trade-off
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
Availability: Items available for loan: SNU LIBRARY (1).

47.
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Pattern Recognition: Assessing Learnt classifiers; Cross Validation; / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Assessing Learnt classifiers; Cross Validation;
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
Availability: Items available for loan: SNU LIBRARY (1).

48.
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Pattern Recognition: "Bootstrap, Bagging and Boosting; Classifier Ensembles; AdaBoost" / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering "Bootstrap, Bagging and Boosting; Classifier Ensembles; AdaBoost"
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
Availability: Items available for loan: SNU LIBRARY (1).

49.
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Pattern Recognition: Risk minimization view of AdaBoost / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Risk minimization view of AdaBoost
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
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50.
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Pattern recognition : statistical, structural, and neural approaches / Robert J Schalkoff by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publisher number:
  • HCL
Publication details: New York : J. Wiley, ©1992
Availability: Not available: SNU LIBRARY: Withdrawn (1).

51.
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Pattern discovery in biomolecular data : tools, techniques, and applications. / Jason T L Wang. by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publisher number:
  • ; Elinor Donation. : US.
Publication details: New York : Oxford University , 1999
Availability: Not available: SNU LIBRARY: Checked out (1).

52.
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Support vector machines for pattern classification. / Shigeo Abe. by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publisher number:
  • ; Elinor Donation :US.
Publication details: London : Springer , ©2010
Availability: Items available for loan: SNU LIBRARY (1)Call number: 006.4 ABE.

53.
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Pattern Recognition and Machine Learning. / Christopher M Bishop. by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publisher number:
  • ;Elinor Donation :Brijwasi Book Dist. : US.
  • :Variety Books Publishers Distributors :B-10, Street No 2 West Vinod Nagar Delhi -92
  • : Zafaa Books & Distributors : 313/103A, H.No. 15, Tulsi Nagar, Inderlok, Delhi
Publication details: New York : Springer , ©2006
Availability: Items available for loan: SNU LIBRARY (2)Call number: 006.4 BIS, ... Items available for reference: SNU LIBRARY: Not For Loan (1)Call number: 006.4 BIS. Not available: SNU LIBRARY: Checked out (1).

54.
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Pattern classification. / Richard O Duda. by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publisher number:
  • ;Elinor Donation : US.
Publication details: New York : Wiley , ©2001
Availability: Items available for loan: SNU LIBRARY (1)Call number: 006.4 DUD.

55.
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Information Theory, Inference and Learning Algorithms \David J. C. MacKay by
Edition: .- illustrated, reprint, revised
Material type: Text Text; Format: print ; Literary form: Not fiction
Publisher number:
  • Elinor Donation USA
Publication details: .- UK :Cambridge University Press @ 2003
Availability: Items available for loan: SNU LIBRARY (1)Call number: 003.54 MAC.

56.
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Pattern Classification /Richard O Duda by
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publisher number:
  • ;Variety Books Publishers Distributors :B-10, Street No 2 West Vinod Nagar Delhi -92
Publication details: New York : Wiley, ©2001
Availability: Items available for reference: SNU LIBRARY: Not For Loan (1)Call number: 006.4 DUD.

57.
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Structure in Complex Networks / Jorg Reichardt by Series: Lecture notes in physics. 766.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publisher number:
  • :Variety Books Publishers Distributors :B-10, Street No 2 West Vinod Nagar Delhi -92
Publication details: Berlin : Springer, ©2009
Availability: Items available for reference: SNU LIBRARY: Not For Loan (1)Call number: 530.13 REI.

58.
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Object categorization : computer and human vision perspectives /Sven J Dickinson by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publisher number:
  • Variety Books Publishers Distributors ;B-10,Street No-2,West Vinod Nagar New Delhi-1100092
Publication details: Cambridge ; New York : Cambridge University Press , 2009
Availability: Items available for loan: SNU LIBRARY (1)Call number: 006.37 DIC.


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