ECG Signal Processing, Classification and Interpretation : A Comprehensive Framework of Computational Intelligence
Language: English
Published by Springer, 2011
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 107.70
Quantity: 1 available
Add to basketItem description from seller
Druck auf Anfrage Neuware - Printed after ordering - Electrocardiogram (ECG) signals are among the more important sources of diagnostic information in healthcare so improvements in their analysis may also have telling consequences. Both the underlying signal technology and a burgeoning variety of algorithms and systems developments have proved successful targets for recent rapid advances in research.ECG Signal Processing, Classification and Interpretation 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. Neural networks do well at capturing the nonlinear nature of the signals, information granules such as fuzzy sets help to confer interpretability on the data and evolutionary optimization may be critical in supporting the structural development of ECG classifiers and models.The contributors address concepts, methodology, algorithms, and case studies and applications using computational intelligence as a conceptually appealing and practically sound technology for ECG signal processing. The text is self-contained, 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.A wealth of carefully organized illustrative material is included: brief numerical experiments; detailed schemes, exercises and more advanced problems.ECG Signal Processing, Classification and Interpretation will appeal to engineers working in the field of medical equipment and to researchers investigating biomedical signal processing, bioinformatics, computational intelligence and its applications, bioengineering and instrumentation. The three-part structure also makes the book a useful reference source for graduate students in these disciplines.…
Seller Inventory # 9780857298676
- Title
- ECG Signal Processing, Classification and Interpretation : A Comprehensive Framework of Computational Intelligence
- Author
- Adam Gacek
- Publisher
- Springer
- Publication year
- 2011
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 0857298674
- ISBN 13
- 9780857298676
- Item weight
- 548 grams
- Dimensions
- 241x160x21 mm
"Synopsis" may belong to another edition of this title.
About the Author
He is a member of the Institute of Electrical Electronics and Engineering (IEEE) and the Association for Computing Machinery (ACM). He is also a member of the Polish Society of Biomedical Engineering, the Committee of Biocybernetics and Biomedical Engineering of Polish Academy of Science and the Polish Society of Theoretical and Applied Electrotechnics.
Witold Pedrycz is a Professor and Canada Research Chair (CRC) in the Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada. He is also with the Systems Research Institute of the Polish Academy of Sciences. Professor Pedrycz is a Foreign Member of the Polish Academy of Sciences.
He is actively pursuing research in Computational Intelligence, fuzzy modeling, knowledge discovery and data mining, fuzzy control including fuzzy controllers, pattern recognition, knowledge-based neural networks, relational computation, bioinformatics, and Software Engineering. He has published numerous papers in this area. He is also an author of 14 research monographs covering various aspects of Computational Intelligence and Software Engineering.
Witold Pedrycz has been a member of numerous program committees of conferences in the area of fuzzy sets and neurocomputing. He currently serves as Editor in Chief of IEEE Trans. on Systems, Man and Cybernetics, Part A and Information Sciences. He is also an Associate Editor of IEEE Transactions on Fuzzy Systems. Doctor Pedrycz is an Editor-in-Chief of Information Sciences. He isa Past President of IFSA and Past President of NAFIPS.
"About the title" may belong to another edition of this title.
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