Książka Machine Intelligence and Signal Analysis Ram Bilas Pachori

Machine Intelligence and Signal Analysis

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 13-18 dni
934.74
The book covers the most recent developments in machine learning, signal analysis, and their applica...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2018
strony
767
EAN
9789811309229
ISBN
9811309221
Enbook ID
19437438
Waga
1173
Wymiary
155 x 235 x 44

Pełny opis

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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