Research Catalog

Title

Hybrid methods in pattern recognition / editors, H. Bunke, A. Kandel.

Publication

River Edge, N.J. : World Scientific, [2002], ©2002.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Bunke, Horst.
• Kandel, Abraham.

Description

xii, 324 pages : illustrations; 24 cm.

Series Statement

Series in machine perception and artificial intelligence ; v. 47

Uniform Title

Series in machine perception and artificial intelligence ; v. 47.

Subjects

• Pattern recognition systems
• Neural networks (Computer science)

Bibliography (note)

• Includes bibliographical references.

Contents

• Preface / H. Bunke and A. Kandel -- Neuro-Fuzzy Systems. Ch. 1. Fuzzification of Neural Networks for Classification Problems / H. Ishibuchi and M. Nii -- Neural Networks for Structural Pattern Recognition. Ch. 2. Adaptive Graphic Pattern Recognition: Foundations and Perspectives / G. Adorni, S. Cagnoni and M. Gori. Ch. 3. Adaptive Self-Organizing Map in the Graph Domain / S. Gunter and H. Bunke -- Clustering for Hybrid Systems. Ch. 4. From Numbers to Information Granules: A Study in Unsupervised Learning and Feature Analysis / A. Bargiela and W. Pedrycz -- Combining Neural Networks and Hidden Markov Models. Ch. 5. Combination of Hidden Markov Models and Neural Networks for Hybrid Statistical Pattern Recognition / G. Rigoll. Ch. 6. From Character to Sentences: A Hybrid Neuro-Markovian System for On-Line Handwriting Recognition / T. Artieres, P. Gallinari and H. Li / [et al.] -- Multiple Classifier Systems.
• Ch. 7. Multiple Classifier Combination: Lessons and Next Steps / T. K. Ho. Ch. 8. Design of Multiple Classifier Systems / F. Roli and G. Giacinto. Ch. 9. Fusing Neural Networks Through Fuzzy Integration / A. Verikas, A. Lipnickas and M. Bacauskiene / [et al.] -- Applications of Hybrid Systems. Ch. 10. Hybrid Data Mining Methods in Image Processing / A. Klose and R. Kruse. Ch. 11. Robust Fingerprint Identification Based on Hybrid Pattern Recognition Methods / D.-W. Jung and R.-H. Park. Ch. 12. Text Categorization Using Learned Document Features / M. Junker, A. Abecker and A. Dengel.

ISBN

9810248326

OCLC

• ocm50196647
• SCSB-4306347

Owning Institutions

Columbia University Libraries