2. Fundamentals of Pattern Analysis: A Brief Overview

  1. Ujjwal Maulik2,
  2. Sanghamitra Bandyopadhyay3 and
  3. Jason T. L. Wang4
  1. Basabi Chakraborty

Published Online: 25 AUG 2010

DOI: 10.1002/9780470872352.ch2

Computational Intelligence and Pattern Analysis in Biological Informatics

Computational Intelligence and Pattern Analysis in Biological Informatics

How to Cite

Chakraborty, B. (2010) Fundamentals of Pattern Analysis: A Brief Overview, in Computational Intelligence and Pattern Analysis in Biological Informatics (eds U. Maulik, S. Bandyopadhyay and J. T. L. Wang), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470872352.ch2

Editor Information

  1. 2

    Department of Computer Science and Engineering, Jadavpur University, Kolkata, India

  2. 3

    Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India

  3. 4

    Department of Computer Science, New Jersey Institute of Technology, Newark, New Jersey, USA

Author Information

  1. Department of Software and Information Science, Iwate Prefectural University, Iwate, Japan

Publication History

  1. Published Online: 25 AUG 2010
  2. Published Print: 11 OCT 2010

ISBN Information

Print ISBN: 9780470581599

Online ISBN: 9780470872352

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Keywords:

  • pattern analysis fundamentals;
  • feature selection in transformed space - feature extraction method using information in pattern vector;
  • pattern classification - pattern analysis system, and learning from training samples

Summary

This chapter contains sections titled:

  • Introduction

  • Pattern Analysis: Basic Concepts and Approaches

  • Feature Selection

  • Pattern Classification

  • Unsupervised Classification or Clustering

  • Neural Network Classifier

  • Conclusion

  • References