Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence
Feature Extraction and Computational Intelligence
This volume describes the application of a novel, unsupervised pattern recognition scheme to the classification of various types of waveforms and images. It begins with an introduction to Neural Networks (NNs), classifiers, and feature extraction methods, then addresses unsupervised neural networks and fuzzy neural networks and their applications to handwritten character recognition and recognition of normal and abnormal visual evoked potentials. The third section deals with advanced neural network architectures, including modular design and their applications to medicine and three-dimensional NN architecture simulating brain functions. The f…
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Produktdetails
Weitere Autoren: Chung, WooGon (Beitr.) / Irwin, J. David (Reihe Hrsg.) / Dasey, Timothy (Beitr.) / Fazal, Faiq (Beitr.) / Wolpert, Seth (Beitr.) / Zahner, Daniel A. (Beitr.) / Ademoglu, Ahmet (Beitr.) / Enderwick, Cynthia (Beitr.) / Dasey, Timothy J. (Beitr.) / Cooley, Major Timothy (Beitr.) / Aleynikov, Sergey (Beitr.) / Bricker, Jeremy (Beitr.) / Chon, T. S. (Beitr.) / Phan, Francis (Beitr.) / Fazil, Faig A. (Beitr.) / Iezzi, Raymond (Beitr.) / Tzanakou, Evangelia Miche (Hrsg.)
- ISBN: 978-0-8493-2278-5
- EAN: 9780849322785
- Produktnummer: 23402594
- Verlag: Taylor and Francis
- Sprache: Englisch
- Erscheinungsjahr: 1999
- Seitenangabe: 388 S.
- Masse: H23.4 cm x B15.6 cm 880 g
- Abbildungen: Farb., s/w. Abb.
- Gewicht: 880
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