Learning and Soft Computing : support vector machines, neural networks, and fuzzy logic models
Kecman, Vojislav
Learning and Soft Computing : support vector machines, neural networks, and fuzzy logic models / Vojislav Kecman - Cambridge, Mass. : MIT Press, 2001. - xxxii, 541 pages 24cm.
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.
This textbook provides a thorough introduction to the field of learning from experimental data and soft computing
8129705958
Donated from Prof Madan Gopal
Computer Science
Special computer methods (e.g. AI, multimedia, VR)
Soft computing.
Fuzzy-Logik
Computer -- Intelligence (AI) & Semantics.
Neurale netwerken.
006.3 KEC
Learning and Soft Computing : support vector machines, neural networks, and fuzzy logic models / Vojislav Kecman - Cambridge, Mass. : MIT Press, 2001. - xxxii, 541 pages 24cm.
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.
This textbook provides a thorough introduction to the field of learning from experimental data and soft computing
8129705958
Donated from Prof Madan Gopal
Computer Science
Special computer methods (e.g. AI, multimedia, VR)
Soft computing.
Fuzzy-Logik
Computer -- Intelligence (AI) & Semantics.
Neurale netwerken.
006.3 KEC
