Error title
Some error text about your books and stuff.
Close

Introduction to Statistical Pattern Recognition

by Keinosuke Fukunaga

  • ISBN: 9780122698514
  • ISBN10: 0122698517

Introduction to Statistical Pattern Recognition

by Keinosuke Fukunaga

  • List Price: $72.95
  • Binding: Hardcover
  • Edition: 2
  • Publisher: Academic Pr
  • Publish date: 10/01/1990
  • ISBN: 9780122698514
  • ISBN10: 0122698517
used Add to Cart $24.35
You save: 67%
Marketplace Item
new Add to Cart $62.01
You save: 15%
FREE economy shipping!
Description: Preface Acknowledgments Chapter 1 Introduction 1.1 Formulation of Pattern Recognition Problems 1.2 Process of Classifier Design Notation References Chapter 2 Random Vectors and Their Properties 2.1 Random Vectors and Their Distributions 2.2 Estimation of Parameters 2.3 Linear Transformation 2.4 Various Properties of Eigenvalues and Eigenvectors Computer Projects Problems References Chapter 3 Hypothesis Testing 3.1 Hypothesis Tests for Two Classes 3.2 Other Hypothesis Tests 3.3 Error Probability in Hypothesis Testing 3.4 Upper Bounds on the Bayes Error 3.5 Sequential Hypothesis Testing Computer Projects Problems References Chapter 4 Parametric Classifiers 4.1 The Bayes Linear Classifier 4.2 Linear Classifier Design 4.3 Quadratic Classifier Design 4.4 Other Classifiers Computer Projects Problems References Chapter5 Parameter Estimation 5.1 Effect of Sample Size in Estimation 5.2 Estimation of Classification Errors 5.3 Holdout, Leave-One-Out, and Resubstitution Methods 5.4 Bootstrap Methods Computer Projects Problems References Chapter 6 Nonparametric Density Estimation 6.1 Parzen Density Estimate 6.2 kNearest Neighbor Density Estimate 6.3 Expansion by Basis Functions Computer Projects Problems References Chapter 7 Nonparametric Classification and Error Estimation 7.1 General Discussion 7.2 Voting kNN Procedure -- Asymptotic Analysis 7.3 Voting kNN Procedure -- Finite Sample Analysis 7.4 Error Estimation 7.5 Miscellaneous Topics in the kNN Approach Computer Projects Problems References Chapter 8 Successive Parameter Estimation 8.1 Successive Adjustment of a Linear Classifier 8.2 Stochastic Approximation 8.3 Successive Bayes Estimation Computer Projects Problems References Chapter 9 Feature Extraction and Linear Mapping for Signal Representation 9.1 The Discrete Karhunen-Love Expansion 9.2 The Karhunen-Love Expansion for Random Processes 9.3 Estimation of Eigenvalues and Eigenvectors Computer Projects Problems References Chapter 10 Feature Extraction and Linear Mapping for Classification 10.1 General Problem Formulation 10.2 Discriminant Analysis 10.3 Generalized Criteria 10.4 Nonparametric Discriminant Analysis 10.5 Sequential Selection of Quadratic Features 10.6 Feature Subset Selection Computer Projects Problems References Chapter 11 Clustering 11.1 Parametric Clustering 11.2 Nonparametric Clustering 11.3 Selection of Representatives Computer Projects Problems References Appendix A Derivatives of Matrices Appendix B Mathematical Formulas Appendix C Normal Error Table Appendix D Gamma Function Table Index
Expand description
Seller Condition Comments Price  
Seller: SurplusTextSeller
Location: Columbia, MO
Condition: Good
Ships same day or next business day! UPS shipping available (Priority Mail
[...]
Price:
$24.35
Comments:
Ships same day or next business day! UPS shipping available (Priority Mail
[...]
Seller: Open Books Ltd
Location: Chicago, IL
Condition: Good
Shipping Icon
Light jacket edge wear. Open Books is a nonprofit social venture that
[...]
Price:
$24.35
Comments:
Light jacket edge wear. Open Books is a nonprofit social venture that
[...]
Seller: HPB-Dallas
Location: Dallas, TX
Condition: Acceptable
Shipping Icon
Underlining in book Item is intact, but may show shelf wear. Pages may
[...]
Price:
$24.35
Comments:
Underlining in book Item is intact, but may show shelf wear. Pages may
[...]
Seller: Ergodebooks
Location: Richmond, TX Ask seller a question
Condition: Good
Excellent customer service. Prompt Customer Service. Buy with confidence.Ships Fast. 24*7 Customer Service.
Price:
$32.81
Comments:
Excellent customer service. Prompt Customer Service. Buy with confidence.Ships Fast. 24*7 Customer Service.
Seller: FastBooks100
Location: Franklin, TN Ask seller a question
Condition: Good
Price:
$40.95
Comments:
Seller: One Stop Shop Bookstore
Location: Memphis, TN
Condition: Good
Shipping Icon
Price:
$41.67
Comments:
Seller: Owl & Company (Calvello Books)
Location: Oakland, CA
Condition: Very Good
Shipping Icon
591 pages: illustrations; 24 cm. In English. || From the library of Nobel
[...]
Price:
$54.00
Comments:
591 pages: illustrations; 24 cm. In English. || From the library of Nobel
[...]
Seller: Found Books
Location: AUSTIN, TX
Condition: Good
0122698517.
Price:
$55.12
Comments:
0122698517.
Seller: harvardyard
Location: Northfield, MN
Condition: Very Good
NO HIGHLIGHTING OR UNDERLINING, pages are tight, bright and unmarked, binding is sound, cover is firmly attached, with dust jacket.
Price:
$55.65
Comments:
NO HIGHLIGHTING OR UNDERLINING, pages are tight, bright and unmarked, binding is sound, cover is firmly attached, with dust jacket.
please wait
Please Wait

Notify Me When Available

Enter your email address below,
and we'll contact you when your school adds course materials for
.
Enter your email address below, and we'll contact you when is back in stock (ISBN: ).