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Machine Intelligence and Signal Analysis

Name: Machine Intelligence and Signal Analysis
Brand: Springer Verlag, Singapore
SKU: 19437438
Price: 181.29 EUR
Availability: InStock
Author: Ram Bilas Pachori
ISBN: 9789811309229

Ram Bilas Pachori

M. Tanveer

Language

English

Book Paperback

Libristo code: 19437438

Publishers Springer Verlag, Singapore, August 2018

The book covers the most recent developments in machine learning, signal analysis, and their applica... Full description

Libristo code: 19437438

444 b

181.29 € VAT included

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The book covers the most recent developments in machine learning, signal analysis, and their applications. It covers the topics of machine intelligence such as: deep learning, soft computing approaches, support vector machines (SVMs), least square SVMs (LSSVMs) and their variants; and covers the topics of signal analysis such as: biomedical signals including electroencephalogram (EEG), magnetoencephalography (MEG), electrocardiogram (ECG) and electromyogram (EMG) as well as other signals such as speech signals, communication signals, vibration signals, image, and video. Further, it analyzes normal and abnormal categories of real-world signals, for example normal and epileptic EEG signals using numerous classification techniques. The book is envisioned for researchers and graduate students in Computer Science and Engineering, Electrical Engineering, Applied Mathematics, and Biomedical Signal Processing.