Research Catalog

Title

Pattern recognition : from classical to modern approaches / editors, Sankar K. Pal, Amita Pal.

Publication

River Edge, N.J. : World Scientific, c2001.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Pal, Amita
• Pal, Sankar K.

Description

xxii, 612 p. : ill. (some col.); 22 cm.

Summary

This volume, containing contributions by experts from all over the world, is a collection of 21 articles which present review and research material describing the evolution and recent developments of various pattern recognition methodologies, ranging from statistical, syntactic/linguistic, fuzzy-set-theoretic, neural, genetic-algorithmic and rough-set-theoretic to hybrid soft computing, with significant real-life applications. In addition, the book describes efficient soft machine learning algorithms for data mining and knowledge discovery. With a balanced mixture of theory, algorithms and ap.

Subject

• Pattern Recognition, Automated
• Pattern recognition systems

Bibliography (note)

• Includes bibliographical references and index.

Processing Action (note)

• committed to retain

Contents

Ch. 1. Pattern Recognition: Evolution of Methodologies and Data Mining / A. Pal and S. K. Pal -- Ch. 2. Imperfect Supervision in Statistical Pattern Recognition / T. Krishnan -- Ch. 3. Adaptive Stochastic Algorithms for Pattern Classification / M. A. L. Thathachar and P. S. Sastry -- Ch. 4. Unsupervised Classification: Some Bayesian Approaches / A. Pal -- Ch. 5. Shape in Images / K. V. Mardia -- Ch. 6. Decision Trees for Classification: A Review and Some New Results / R. Kothari and M. Dong -- Ch. 7. Syntactic Pattern Recognition / A. K. Majumdar and A. K. Ray -- Ch. 8. Fuzzy Sets as a Logic Canvas for Pattern Recognition / W. Pedrycz and N. Pizzi -- Ch. 9. Fuzzy Pattern Recognition by Fuzzy Integrals and Fuzzy Rules / M. Grabisch -- Ch. 10. Neural Network Based Pattern Recognition / V. David Sanchez A. -- Ch. 11. Pattern Classification Based on Quantum Neural Networks: A Case Study / N. B. Karayiannis, R. Kretzschmar and H. Richner -- Ch. 12. Networks of Spiking Neurons in Data Mining / K. Cios and D. M. Sala -- Ch. 13. Genetic Algorithms, Pattern Classification and Neural Networks Design / S. Bandyopadhyay, C. A. Murthy and S. K. Pal -- Ch. 14. Rough Sets in Pattern Recognition / A. Skowron and R. Swiniarski -- Ch. 15. Combining Classifiers: Soft Computing Solutions / L. I. Kuncheva -- Ch. 16. Automated Generation of Qualitative Representations of Complex Objects by Hybrid Soft-Computing Methods / E. H. Ruspini and I. S. Zwir -- Ch. 17. Neuro-Fuzzy Models for Feature Selection and Classification / R. K. De and S. K. Pal -- Ch. 18. Adaptive Segmentation Techniques for Hyperspectral Imagery / H. Kwon, S. Z. Der and N. M. Nasrabadi -- Ch. 19. Pattern Recognition Issues in Speech Processing / B. Yegnanarayana and C. Chandra Sekhar -- Ch. 20. Writing Speed and Writing Sequence Invariant On-Line Handwriting Recognition / S.-H. Cha and S. N. Srihari -- Ch. 21. Tongue Diagnosis Based on Biometric Pattern Recognition Technology / K. Wang, D. Zhang and N. Li / [et al.].

ISBN

9810246846

LCCN

^^2002277092

OCLC

49032460

Owning Institutions

Harvard Library