Machine Intelligence and Signal Processing - Proceedings of International Conference, MISP 2019 (Paperback, 1st ed. 2020)

This book features selected high-quality research papers presented at the International Conference on Machine Intelligence and Signal Processing (MISP 2019), held at the Indian Institute of Technology, Allahabad, India, on September 7-10, 2019. The book covers the latest advances in the fields of machine learning, big data analytics, signal processing, computational learning theory, and their real-time applications. The topics covered include support vector machines (SVM) and variants like least-squares SVM (LS-SVM) and twin SVM (TWSVM), extreme learning machine (ELM), artificial neural network (ANN), and other areas in machine learning. Further, it discusses the real-time challenges involved in processing big data and adapting the algorithms dynamically to improve the computational efficiency. Lastly, it describes recent developments in processing signals, for instance, signals generated from IoT devices, smart systems, speech, and videos and addresses biomedical signal processing: electrocardiogram (ECG) and electroencephalogram (EEG).

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Series:	Advances in Intelligent Systems and Computing, 1085
Release date:	February 2020
First published:	2020
Editors:	Sonali Agarwal • Shekhar Verma • Dharma P. Agrawal
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	466
Edition:	1st ed. 2020
ISBN-13:	978-981-15-1365-7
Categories:	Books > Computing & IT > Internet > Network computers Books > Professional & Technical > Energy technology & engineering > Electrical engineering > General Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General
LSN:	981-15-1365-1
Barcode:	9789811513657

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