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Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models Vojislav Kecman
Publisher: The MIT Press

The model produced by support vector classification (as described above) only depends on a subset of the training data, because the cost function for building the model does not care about training points that lie beyond the margin. Learning and Soft Computing (Support Vector Machines, Neural Networks and Fuzzy Logic Models)*. Implementation issues of neural networks. Lisp - A Practical Theory of Programming - Eric C.R. Learning And Soft Computing - Support Vector Machines, Neural Networks, And Fuzzy Logic Models - Vojislav Kecman.pdf. Davis E.Goldberg, “Genetic Algorithms: Search, Optimization and Machine Learning”, Addison Wesley, N.Y., 1989. Support Vector Machines Neural network applications. All the papers in: Environment, Economics, Energy, Devices, Systems, Communications, Computers, Biomedicine and Mathematics accepted, registered and presented in IAASAT conferences will be eligible for publication in several ISI special .. Learning theory (supervised/ unsupervised/ reinforcement learning) Knowledge based networks. To introduce the ideas of fuzzy sets, fuzzy logic and use of heuristics based on human experience Adaptive Neuro-Fuzzy Inference Systems – Architecture – Hybrid Learning Algorithm – Learning Methods that Cross-fertilize ANFIS and RBFN – Coactive Neuro Fuzzy Modeling – Framework Neuron Functions for Adaptive Networks – Neuro Fuzzy Spectrum. Intelligent Control and Automation (but not limited to): Mathematical modeling and analysis of complex systems. Fuzzy Systems, fuzzy logic and possibility theory Computational economics. Given a set of training examples, each marked as belonging to one of two categories, an SVM training algorithm builds a model that assigns new examples into one category or the other. PdfLearning And Soft Computing - Support Vector Machines, Neural Networks, And Fuzzy Logic Models (2001).pdfKluwer Academic Publishers Flexible Neuro-fuzzy Systems Structures, Learning and Performance Evaluation. Kluwer Academic Middleware Networks Concept Design and Deployment of Internet Infrastructure.