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Neuro-Fuzzy Techniques for Intelligent Information Systems
von Nikola Kasabov, Robert Kozma
Verlag: Physica-Verlag HD
Reihe: Studies in Fuzziness and Soft Computing Nr. 30
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ISBN: 978-3-7908-1876-5
Auflage: 1st ed. 1999
Erschienen am
Sprache: Englisch
Umfang: 449 Seiten

Preis: 109,99 €

109,99 €
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Inhaltsverzeichnis

N. Kasabov, R. Kozma: Preface.- Generic Neuro-Fuzzy and Hybrid Techniques: O. Simula, J. Vesanto, E. Alhoniemi, J. Hollmén: Anaylsis and Modeling of Complex Systems Using the Self-Organizing Map; V. Cherkassky: Fuzzy Methods for Learning from Data; K. Tachibana, T. Furuhashi: Uneven Allocation of Membership Functions for Fuzzy Modeling of Multi-Input Systems; B. Reusch: Fuzzy Equivalence Relations and Fuzzy Partitions; A. Bastian: Identifying Fuzzy Rule-Based Models Utilizing Neural Networks, Fuzzy Logic and Genetic Algorithms; M. Watts, N. Kasabov: Neuro-Genetic Information Processing for Optimisation and Adaptation in Intelligent Systems; N. Kasabov: Evolving Connectionist and Fuzzy-Connectionist Systems: Theory and Applications for Adaptive, On-line Intelligent Systems.- Neuro-Fuzzy Systems for Pattern Recognition, Image-, Speech- and Language Processing: N.R. Pal: Connectionist Approaches for Feature Analysis; S. Abe: Pattern Classification and Feature Selection by Ellipsoidal Fuzzy Rules; Y.S. Wu, M.S. Zhao: Printed Chinese Optical Character Recognition by Neural Network; H. Szu, C. Hsu: Image Processing by Chaotic Neural Network Fuzzy Membership Functions; E. Uchino, T. Yamakawa: Fuzzy Learning Machine with Application to the Detection of Landmarks for Orthodontic Treatment; N. Kasabov, R. Kozma, R. Kilgour, M. Laws, M. Watts, A. Gray, J. Taylor: Speech Data Analysis and Recognition Using Fuzzy Neural Networks and Self-Organising Maps; D. Kassabova, P. Sallis: Connectionist Methods for Stylometric Analysis: A Hybrid Approach.- Neuro-Fuzzy Systems for Information Retrieval and Socio-Economic Applications: F. Crestani, G. Pasi: Soft Information Retrieval: Applicaitons of Fuzzy Set Theory and Neural Networks; M. Fedrizzi, M. Fedrizzi, R.A. Marques Pereira: Modeling Consensus in Group Decision Making: a Fuzzy Dynamic Approach; M. Negenvitsky: Building Fuzzy Expert Systems; J. Kacprzyk, R.A. Francelin, F.A.C. Gomide: A Neural Network for Fuzzy Dynamic Programming and Its Use in Socio-Economic Regional Development Planning; G.J. Deboeck: Investment Maps for Emerging Markets; P.B. Petrovic, V.R. Milacic: Adaptive Fuzzy-Impedance Controller for Constrained Robot Motion.- Specialised Hardware for Neuro-Fuzzy Intelligent Systems: G. Coghill: Specialised Hardware for Computational Intelligence; J. Torresen: Evolvable Hardware - The Coming Hardware Design Method?


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