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Biosignal Processing and Classification Using Computational Learning and Intelligence: Principles, Algorithms, and Applications, Torres Garcia Alejandro Antonio, Reyes Garcia Carlos Alberto, Villasenor-Pineda Luis


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Автор: Torres Garcia Alejandro Antonio, Reyes Garcia Carlos Alberto, Villasenor-Pineda Luis
Название:  Biosignal Processing and Classification Using Computational Learning and Intelligence: Principles, Algorithms, and Applications
ISBN: 9780128201251
Издательство: Elsevier Science
Классификация:
ISBN-10: 0128201258
Обложка/Формат: Paperback
Страницы: 536
Вес: 0.91 кг.
Дата издания: 01.10.2021
Язык: English
Размер: 23.50 x 19.05 x 2.74 cm
Подзаголовок: Principles, algorithms, and applications
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание: Biosignal Processing and Classification Using Computational Learning and Intelligence: Principles, Algorithms and Applications posits an approach for biosignal processing and classification using computational learning and intelligence, highlighting that the term biosignal refers to all kinds of signals that can be continuously measured and monitored in living beings. The book is composed of five relevant parts. Part One is an introduction to biosignals and Part Two describes the relevant techniques for biosignal processing, feature extraction and feature selection/dimensionality reduction. Part Three presents the fundamentals of computational learning (machine learning). Then, the main techniques of computational intelligence are described in Part Four. The authors focus primarily on the explanation of the most used methods in the last part of this book, which is the most extensive portion of the book. This part consists of a recapitulation of the newest applications and reviews in which these techniques have been successfully applied to the biosignals domain, including EEG-based Brain-Computer Interfaces (BCI) focused on P300 and Imagined Speech, emotion recognition from voice and video, leukemia recognition, infant cry recognition, EEGbased ADHD identification among others.


Advanced Biosignal Processing

Автор: Nait-Ali
Название: Advanced Biosignal Processing
ISBN: 3642100457 ISBN-13(EAN): 9783642100451
Издательство: Springer
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Цена: 18284.00 р.
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Описание: This concise book presents the principles of many advanced biosignal processing techniques. The book has been voluntarily structured according to signal categories. This helps the reader to assimilate the techniques dedicated to a given class of biosignals.

Computational Intelligence And Its Applications In Healthcare

Автор: Johri, Prashant
Название: Computational Intelligence And Its Applications In Healthcare
ISBN: 0128206047 ISBN-13(EAN): 9780128206041
Издательство: Elsevier Science
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Цена: 22401.00 р.
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Описание:

Computational intelligence is the study of the design of intelligent agents. An intelligent agent is a system that acts intelligently - it does what it thinks appropriate for its circumstances and its goal, it is flexible to changing environments and changing goals, it learns from experience, and it makes appropriate choices given perceptual limitations and finite computation. Computational intelligence paradigms offer many advantages in maintaining and enhancing the field of healthcare. Computational Intelligence and Its Applications in Healthcare presents rapidly growing application areas of computational intelligence to healthcare systems, including intelligent synthetic characters, man-machine interface, menu generators, analysis of user acceptance, pictures archiving and communication systems.

Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications

Автор: Sangaiah, Arun Kumar
Название: Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications
ISBN: 0128133147 ISBN-13(EAN): 9780128133149
Издательство: Elsevier Science
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Цена: 19370.00 р.
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Описание: Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications covers timely topics, including the neural network (NN), particle swarm optimization (PSO), evolutionary algorithm (GA), fuzzy sets (FS) and rough sets (RS), etc. Furthermore, the book highlights recent research on representative techniques to elaborate how a data-centric system formed a powerful platform for the processing of cloud hosted multimedia big data and how it could be analyzed, processed and characterized by CI. The book also provides a view on how techniques in CI can offer solutions in modeling, relationship pattern recognition, clustering and other problems in bioengineering. . It is written for domain experts and developers who want to understand and explore the application of computational intelligence aspects (opportunities and challenges) for design and development of a data-centric system in the context of multimedia cloud, big data era and its related applications, such as smarter healthcare, homeland security, traffic control trading analysis and telecom, etc. Researchers and PhD students exploring the significance of data centric systems in the next paradigm of computing will find this book extremely useful.

Applications of Computational Intelligence in Biomedical Technology

Автор: Radim Bris; Jaroslav Majernik; Krzysztof Pancerz;
Название: Applications of Computational Intelligence in Biomedical Technology
ISBN: 3319387146 ISBN-13(EAN): 9783319387147
Издательство: Springer
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Цена: 14365.00 р.
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Описание: Various aspects of development methods and algorithms in Biomedical and Medical Informatics as well as Algorithms for medical image processing, modeling methods are discussed.

Applications of Computational Intelligence in Biomedical Technology

Автор: Radim Bris; Jaroslav Majernik; Krzysztof Pancerz;
Название: Applications of Computational Intelligence in Biomedical Technology
ISBN: 3319191462 ISBN-13(EAN): 9783319191461
Издательство: Springer
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Цена: 18284.00 р.
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Описание: Various aspects of development methods and algorithms in Biomedical and Medical Informatics as well as Algorithms for medical image processing, modeling methods are discussed.

Computational Biomechanics for Medicine: From Algorithms to Models and Applications

Автор: Wittek Adam, Joldes Grand, Nielsen Poul M. F.
Название: Computational Biomechanics for Medicine: From Algorithms to Models and Applications
ISBN: 3319854038 ISBN-13(EAN): 9783319854038
Издательство: Springer
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Цена: 27950.00 р.
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Описание: With contributions from researchers world-wide, the Computational Biomechanics for Medicine series of titles provides an opportunity for specialists in computational biomechanics to present their latest methodologies and advancements.

Biomedical Signal Processing: Advances in Theory, Algorithms and Applications

Автор: Naik Ganesh
Название: Biomedical Signal Processing: Advances in Theory, Algorithms and Applications
ISBN: 9811390991 ISBN-13(EAN): 9789811390999
Издательство: Springer
Цена: 22359.00 р.
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Описание: This book reports on the latest advances in the study of biomedical signal processing, and discusses in detail a number of open problems concerning clinical, biomedical and neural signals.


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