A New LVQ Model.

Abstract

A new LVQ model has been proposed here. An exponential membership function has been considered in this regard. The performance of the new model in relation to other existing models has been studied experimentally with the help of an artificial data set as well as IRIS data. Finally the proposed algorithm is applied on a satellite image data. The proposed model has been found to provide satisfactory results with all these data sets.

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Document Details

Document Type
Technical Report
Publication Date
Aug 01, 1996
Accession Number
ADA317014

Entities

People

  • C. A. Murthy
  • Saptasree Bose

Organizations

  • Pennsylvania State University

Tags

Communities of Interest

  • Materials and Manufacturing Processes
  • Sensors
  • Space

DTIC Thesaurus Topics

  • Algorithms
  • Arithmetic
  • Artificial Satellites
  • Classification
  • Clustering
  • Competition
  • Data Sets
  • Distortion
  • Equations
  • Governments
  • Iterations
  • Learning
  • Models
  • Multivariate Analysis
  • Neural Networks
  • Prototypes
  • United States Government

Readers

  • Computer Vision.
  • Neural Network Machine Learning.
  • Regression Analysis.

Technology Areas

  • Space