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41.
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Pattern Recognition: Overview of Artificial Neural Networks / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Overview of Artificial Neural Networks
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
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42.
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Pattern Recognition: Multilayer Feedforward Neural networks with Sigmoidal activation functions; / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Multilayer Feedforward Neural networks with Sigmoidal activation functions;
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
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43.
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Pattern Recognition: Backpropagation Algorithm; Representational abilities of feedforward networks / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Backpropagation Algorithm; Representational abilities of feedforward networks
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: Feedforward networks for Classification and Regression; Backpropagation in Practice / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Feedforward networks for Classification and Regression; Backpropagation in Practice
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
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45.
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Pattern Recognition: Radial Basis Function Networks; Gaussian RBF networks / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Radial Basis Function Networks; Gaussian RBF networks
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: Learning Weights in RBF networks; K-means clustering algorithm / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering Learning Weights in RBF networks; K-means clustering algorithm
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: "Support Vector Machines -- Introduction, obtaining the optimal hyperplane" / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering "Support Vector Machines -- Introduction, obtaining the optimal hyperplane"
Material type: Computer file Computer file; Format: electronic
Publication details: Bangalore Indian Insitiute of Science
Online resources:
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48.
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Pattern Recognition: SVM formulation with slack variables; nonlinear SVM classifiers / P.S. Sastry by Series: NPTEL Lecture Series. Electronics And Communication Engineering SVM formulation with slack variables; nonlinear SVM classifiers
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: 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:
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50.
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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:
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51.
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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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52.
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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:
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53.
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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
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54.
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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:
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55.
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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:
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56.
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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:
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57.
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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
Online resources:
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58.
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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).

59.
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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).

60.
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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.


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