Research Catalog

Title

Sequential methods in pattern recognition and machine learning [by] K.S. Fu.

Author

Fu, K. S. (King Sun), 1930-1985.

Publication

New York, Academic Press, 1968.

Items in the Library & Off-site

Details

Description

xi, 227 pages; 24 cm.

Series Statement

Mathematics in science and engineering, v. 52

Uniform Title

Mathematics in science and engineering ; v. 52.

Subject

• Perceptrons
• Statistical decision
• Machine learning
• Operations research
• Electronic data processing
• Computer science
• Electronic Data Processing
• Operations Research
• Machine Learning
• data processing
• computer science
• Operations research
• Electronic data processing
• Computer science
• Machine learning
• Perceptrons
• Statistical decision
• Pattern recognition systems
• Sequential machine theory

Bibliography (note)

• Includes bibliographies.

Contents

Introduction -- Feature selection and feature ordering -- Forward procedure for finite sequential classification using modified sequential probability ratio test -- Backward procedure for finite sequential recognition using dynamic programming -- Non parametric procedure in sequential pattern classification -- Bayesian learning in sequential pattern recognition systems -- Learning in sequential recognition systems using stochastic approximation -- Appendix A: Introduction to sequential analysis -- Appendix B: Optimal properties of generalized Karhunen-Loève expansion -- Appendix C: Properties of the modified SPRT -- Appendix D: Enumeration of some combinations of the k[sub]j's and derivation of formula for the reduction of tables required in the computation of risk functions -- Appendix E: Computations required for the feature ordering and pattern classification experiments using dynamic programming -- Appendix F: Stochastic approximation: a brief survey -- Appendix G: The method of potential functions or reproducing kernels.

LCCN

68008424

OCLC

• ocm00435344
• 435344
• SCSB-235285

Owning Institutions

Princeton University Library