New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing

• Main Author: Rutkowski, Leszek (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.
• Edition: 1st ed. 2004.
• Series: Studies in Fuzziness and Soft Computing, 143
• Subjects: Computers.; Applied mathematics.; Engineering mathematics.; Artificial intelligence.; Optical data processing.; Pattern recognition.; Information theory.; Theory of Computation.; Mathematical and Computational Engineering.; Artificial Intelligence.; Image Processing and Computer Vision.; Pattern Recognition.; Information and Communication, Circuits.

This book presents new soft computing techniques for system modeling, pattern classification and image processing. The book consists of three parts, the first of which is devoted to probabilistic neural networks including a new approach which has proven to be useful for handling regression and class...