ECG Signal Processing, Classification and Interpretation: A Comprehensive Framework of Computational Intelligence

·
· Springer Science & Business Media
E-book
278
Pages
Les notes et avis ne sont pas vérifiés. En savoir plus

À propos de cet e-book

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.

À propos de l'auteur

PhD and DSci degrees. Doctor Gacek’s research interests are in biomedical instrumentation and signal processing, especially a detection and analysis of ECG signals, based on fuzzy set theory and information granulation methods. He has been involved in research based on application of Computational Intelligence in biomedical signal processing. Doctor Gacek has published numerous papers concerning biomedical instrumentation and signal processing.

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 is a Past President of IFSA and Past President of NAFIPS.

Donner une note à cet e-book

Dites-nous ce que vous en pensez.

Informations sur la lecture

Smartphones et tablettes
Installez l'application Google Play Livres pour Android et iPad ou iPhone. Elle se synchronise automatiquement avec votre compte et vous permet de lire des livres en ligne ou hors connexion, où que vous soyez.
Ordinateurs portables et de bureau
Vous pouvez écouter les livres audio achetés sur Google Play à l'aide du navigateur Web de votre ordinateur.
Liseuses et autres appareils
Pour lire sur des appareils e-Ink, comme les liseuses Kobo, vous devez télécharger un fichier et le transférer sur l'appareil en question. Suivez les instructions détaillées du Centre d'aide pour transférer les fichiers sur les liseuses compatibles.