Neural Approaches to Dynamics of Signal Exchanges (Paperback, 1st ed. 2020)

The book presents research that contributes to the development of intelligent dialog systems to simplify diverse aspects of everyday life, such as medical diagnosis and entertainment. Covering major thematic areas: machine learning and artificial neural networks; algorithms and models; and social and biometric data for applications in human-computer interfaces, it discusses processing of audio-visual signals for the detection of user-perceived states, the latest scientific discoveries in processing verbal (lexicon, syntax, and pragmatics), auditory (voice, intonation, vocal expressions) and visual signals (gestures, body language, facial expressions), as well as algorithms for detecting communication disorders, remote health-status monitoring, sentiment and affect analysis, social behaviors and engagement. Further, it examines neural and machine learning algorithms for the implementation of advanced telecommunication systems, communication with people with special needs, emotion modulation by computer contents, advanced sensors for tracking changes in real-life and automatic systems, as well as the development of advanced human-computer interfaces. The book does not focus on solving a particular problem, but instead describes the results of research that has positive effects in different fields and applications.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Series:	Smart Innovation, Systems and Technologies, 151
Release date:	October 2020
First published:	2020
Editors:	Anna Esposito • Marcos Faundez-Zanuy • Francesco Carlo Morabito • Eros Pasero
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	525
Edition:	1st ed. 2020
ISBN-13:	978-981-13-8952-8
Categories:	Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	981-13-8952-7
Barcode:	9789811389528

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