Name: Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence (en Inglés)
Price: 252.04 USD
Availability: InStock
Author: Tzanakou Evangelia Miche
ISBN: 9780849322785

portada Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence (en Inglés)

Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence (en Inglés)

Formato

Libro Físico

Editorial

Crc Press

Autor

Tzanakou Evangelia Miche

Idioma

Inglés

N° páginas

388

Encuadernación

Tapa Dura

ISBN13

9780849322785

N° edición

Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence (en Inglés)

Tzanakou Evangelia Miche (Autor) · Crc Press · Tapa Dura

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Reseña del libro "Supervised and Unsupervised Pattern Recognition: Feature Extraction and Computational Intelligence (en Inglés)"

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.