| ECG Signal Processing, Classification and Interpretation: A Comprehensive Framework of Computational Intelligence 2012 Edition Contributor(s): Gacek, Adam (Editor), Pedrycz, Witold (Editor) |
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ISBN: 0857298674 ISBN-13: 9780857298676 Publisher: Springer OUR PRICE: $104.49 Product Type: Hardcover - Other Formats Published: September 2011 |
| Additional Information |
| BISAC Categories: - Computers | Intelligence (ai) & Semantics - Technology & Engineering | Engineering (general) - Technology & Engineering | Electronics - General |
| Dewey: 616.120 |
| LCCN: 2011938277 |
| Physical Information: 0.7" H x 6.1" W x 9.3" (1.15 lbs) 278 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: The book shows how the various paradigms of computational intelligence, employed either singly or in combination, can produce an effective structure for obtaining often vital information from ECG signals. The text is self-contained, addressing concepts, methodology, algorithms, and case studies and applications, providing the reader with the necessary background augmented with step-by-step explanation of the more advanced concepts. It is structured in three parts: Part I covers the fundamental ideas of computational intelligence together with the relevant principles of data acquisition, morphology and use in diagnosis; Part II deals with techniques and models of computational intelligence that are suitable for signal processing; and Part III details ECG system-diagnostic interpretation and knowledge acquisition architectures. Illustrative material includes: brief numerical experiments; detailed schemes, exercises and more advanced problems. |