Machine Intelligence and Signal Analysis

Name: Machine Intelligence and Signal Analysis
Brand: Springer Verlag, Singapore
SKU: 9789811309229
Price: 1106.25 RON
Availability: InStock

Autor: Ram Bilas Pachori, M. Tanveer

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Legare: Carte broșată

Editura: Springer Verlag, Singapore

Disponibilitate: În depozitul extern

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

Informații despre carte

Autor

Ram Bilas Pachori, M. Tanveer

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

767

EAN

9789811309229

ISBN

9811309221

Enbook ID

19437438

Editura

Springer Verlag, Singapore

Greutate

1173

Dimensiuni

155 x 235 x 44

Descriere completă

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.

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Machine Intelligence and Signal Analysis

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