TY - BOOK AU - Kecman, Vojislav AU - Kecman, Vojislav TI - Learning and Soft Computing: support vector machines, neural networks, and fuzzy logic models SN - 8129705958 U1 - 006.3 KEC PY - 2001/// CY - Cambridge, Mass. PB - : MIT Press KW - Computer Science KW - Special computer methods (e.g. AI, multimedia, VR) KW - Soft computing KW - Fuzzy-Logik KW - Computer -- Intelligence (AI) & Semantics KW - Neurale netwerken N1 - 1. Learning and soft computing : rationale, motivations, needs, basics -- 2. Support vector machines -- 3. Single-layer networks -- 4. Multilayer perception -- 5. Radial basis function networks -- 6. Fuzzy logic systems -- 7. Case studies -- 8. Basic nonlinear optimization methods -- 9. Mathematical tools of soft computing N2 - This textbook provides a thorough introduction to the field of learning from experimental data and soft computing ER -