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Machine Intelligence and Signal Analysis (Advances in Intelligent Systems and Computing)
ISBN-10: 9811309221
ISBN-13: 9789811309229
Edition 版本: 1st ed. 2019
Publication Date 出版日期: 2018-08-08
Print length 页数: 767 pages
Book Description
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.
Machine Intelligence and Signal Analysis
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