th This book contains papers accepted for presentation at the 4 International Conference on Computer Recognition Systems CORES'05, May 22-25, 2005, Rydzyna Castle (Poland), This conference is a continuation of a series of con ferences on similar topics (KOSYR) organized each second year, since 1999, by the Chair of Systems and Computer Networks, Wroclaw University of Tech nology. An increasing interest to those conferences paid not only by home but also by foreign participants inspired the organizers to transform them into conferences of international range. Our expectations that the community of specialists in computer recognizing systems will find CORES'05 a proper form of maintaining the tradition of the former conferences have been confirmed by a large number of submitted papers. Alas, organizational constraints caused a necessity to narrow the acceptance criteria so that only 100 papers have been finally included into the conference program. The area covered by accepted papers is still very large and it shows how vivacious is scientific activity in the domain of computer recognition methods and systems. It contains vari ous theoretical approaches to the recognition problem based on mathematical statistics, fuzzy sets, morphological methods, wavelets, syntactic methods, genetic algorithms, artificial neural networks, ontological models, etc. Most attention is still paid to visual objects recognition; however, acoustic, tex tual and other objects are also considered. Among application areas medical problems are in majority; recognition of faces, speech signals and textual in formation processing methods being also investigated.

Presents the latest results in Computer recognition Systems, Pattern Recognition, Machine Learning, Web and Data mining Includes supplementary material: sn.pub/extras

Klappentext

CORES'05 is the 4th International Conference on Computer Recognition Systems organized by Chair of Computer Systems and Networks of Wroclaw University of Technology each two years. The conference is endorsed by the International Association for Pattern Recognition. The CORES'05 Conference aims to bring together researches and to provide an international forum for the sharing, exchange, presentation and discussion of original research results in both methodological issues and different application areas of pattern recognition. The conference covers all topics in pattern recognition including:

1. Classification and interpretation of text, video, voice

2. Statistical, soft and structural methods of pattern recognition

3. Image processing, analysis and interpretation

4. Features extraction and selection

5. Machine learning

6. Trends and relations recognition and analysis

7. Data and Web mining

8. Machine-oriented knowledge representation and inference methods

9. Knowledge-based decision support systems

10. Advanced signal processing methods

11. Special hardware architecture

12. Applications

Inhalt
Invited Papers.- Features, Learning and Classifiers.- Image Processing and Computer Vision.- Medical Applications.- Speech and Word Recognition.- Fingerprint and Face Recognition.- Various Applications.