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.
| ISBN: | 9789811309229 |
| Publication date: | 8th August 2018 |
| Author: | M Tanveer, Ram Bilas Pachori |
| Publisher: | Springer an imprint of Springer Nature Singapore |
| Format: | Paperback |
| Pagination: | 767 pages |
| Series: | Advances in Intelligent Systems and Computing |
| Genres: |
Artificial intelligence Digital signal processing (DSP) Electrical engineering Electronics engineering Network hardware |
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.
Machine Intelligence and Signal Analysis features in the following genres: Artificial intelligence, Digital signal processing (DSP), Electrical engineering, Electronics engineering, Network hardware
Paperback. Not Available.
Machine Intelligence and Signal Analysis was written by M Tanveer, Ram Bilas Pachori and published by Springer an imprint of Springer Nature Singapore
Machine Intelligence and Signal Analysis has 767 pages
Yes it is part of Advances in Intelligent Systems and Computing series