Download the fantastic book titled Supervised and Unsupervised Pattern Recognition written by Evangelia Miche Tzanakou, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Supervised and Unsupervised Pattern Recognition", which was released on 19 December 2017. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Technology & Engineering genre.
Summary of Supervised and Unsupervised Pattern Recognition by Evangelia Miche Tzanakou PDF
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.
Detail About Supervised and Unsupervised Pattern Recognition PDF
- Author : Evangelia Miche Tzanakou
- Publisher : CRC Press
- Genre : Technology & Engineering
- Total Pages : 392 pages
- ISBN : 1420049771
- Release Date : 19 December 2017
- PDF File Size : 11,7 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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