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portada Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence
Type
Physical Book
Publisher
Author
Language
English
Pages
388
Format
Hardcover
ISBN13
9780849322785
Edition No.
1

Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence

Tzanakou Evangelia Miche (Author) · Crc Press · Hardcover

Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence - Tzanakou Evangelia Miche

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Synopsis "Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence"

There are many books on neural networks, some of which cover computational intelligence, but none that incorporate both feature extraction and computational intelligence, as Supervised and Unsupervised Pattern Recognition does. This volume describes the application of a novel, unsupervised pattern recognition scheme to the classification of various types of waveforms and images. This substantial collection of recent research begins with an introduction to Neural Networks, classifiers, and feature extraction methods. It then addresses unsupervised 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 final section discusses general applications and simulations, such as the establishment of a brain-computer link, speaker identification, and face recognition.In the quickly changing field of computational intelligence, every discovery is significant. Supervised and Unsupervised Pattern Recognition gives you access to many notable findings in one convenient volume.

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