Accession Number : AD0747458

Title :   Computer-Oriented Approaches to Pattern Recognition,

Corporate Author : TECHNOLOGY SERVICE CORP SANTA MONICA CALIF

Personal Author(s) : Meisel,William S.

Report Date : 1972

Pagination or Media Count : 264

Abstract : ;Contents: Basic concepts and methods in mathematical pattern recognition; The statistical formulation and parametric methods; Introduction to optimization techniques; Linear discriminant functions and extensions; Indirect approximation of probability densities; Direct construction of probability densities--potential functions (parzen estimators); Piecewise linear discriminant functions; Cluster analysis and unsupervised learning; Feature selection; Special topics; A set of orthonormal polynomials; Efficient representation and approximation of multivariate functions.

Descriptors :   (*PATTERN RECOGNITION, STATISTICAL ANALYSIS), MULTIVARIATE ANALYSIS, DECISION THEORY, ARTIFICIAL INTELLIGENCE, MATHEMATICAL PROGRAMMING, DIGITAL COMPUTERS, PROBABILITY DENSITY FUNCTIONS, SPEECH RECOGNITION, STOCHASTIC PROCESSES, LEARNING MACHINES, SAMPLING, MATHEMATICAL MODELS, ELECTROCARDIOGRAPHY, AUTOMATION, TEXTBOOKS

Subject Categories : Statistics and Probability
      Computer Hardware
      Bionics

Distribution Statement : APPROVED FOR PUBLIC RELEASE