Neural Networks and Soft Computing - Proceedings of the Sixth International Conference on Neural Network and Soft Computing, Zakopane, Poland, June 11-15, 2002

 
This volume presents new trends and developments in soft computing techniques. Topics include: neural networks, fuzzy systems, evolutionary computation, knowledge discovery, rough sets, and hybrid methods. It also covers various applications of soft computing techniques in economics, mechanics, medicine, automatics and image processing. The book contains contributions from internationally recognized scientists, such as Zadeh, Bubnicki, Pawlak, Amari, Batyrshin, Hirota, Koczy, Kosinski, Novák, S.-Y. Lee, Pedrycz, Raudys, Setiono, Sincak, Strumillo, Takagi, Usui, Wilamowski and Zurada. An excellent overview of soft computing methods and their applications.

Sommario

Invited Papers.- Neural Networks.- Fuzzy Systems.- Evolutionary Algorithms.- Soft Computing in Classification and Pattern Recognition.- Medical Applications of Soft Computing.- Neuro-Fuzzy Systems.- Various Methods of Soft Computing.- Image Processing.- Soft Computing in Automatics.- Neural Networks for Signal Processing.- Economic Applications.- Mechanical Applications.- Various Applications.

Dettagli sul prodotto

• Con la collaborazione di: J. Kacprzyk (Editore), Janusz Kacprzyk (Editore), L. Rutkowski (Editore), Lesze Rutkowski (Editore), Leszek Rutkowski (Editore)
• Editore: Physica-Verlag
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 07.07.2009
• EAN: 9783790800050
• ISBN: 978-3-7908-0005-0
• Pagine: 914
• Peso: 1382 g
• Illustrazioni: XL, 914 p.
• Serie: Advances in Intelligent and Soft Computing; Advances in Soft Computing; Advances in Intelligent and Soft Computing
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; C, Artificial Intelligence, Classification, Cognition, Neural Networks, engineering, Soft Computing, Image processing, fuzzy system, knowledge discovery, evolutionary algorithm, neuro-fuzzy systems