Supervised and Unsupervised Pattern Recognition 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Micheli-Tzanakou, Evangelia 作者

CRC Pr I Llc

译者

1999-12 出版日期

392 页数

$ 214.64 价格

HRD

丛书系列

9780849322785 图书编码

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Supervised and Unsupervised Pattern Recognition 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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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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