Anna Esposito - Neural Approaches to Dynamics of Signal Exchanges

The Smart Innovation, Systems and Technologies book series encompasses the topics of knowledge, intelligence, innovation and sustainability. The aim of the series is to make available a platform for the publication of books on all aspects of single and multi-disciplinary research on these themes in order to make the latest results available in a readily-accessible form. Volumes on interdisciplinary research combining two or more of these areas is particularly sought.

The series covers systems and paradigms that employ knowledge and intelligence in a broad sense. Its scope is systems having embedded knowledge and intelligence, which may be applied to the solution of world problems in industry, the environment and the community. It also focusses on the knowledge-transfer methodologies and innovation strategies employed to make this happen effectively. The combination of intelligent systems tools and a broad range of applications introduces a need for a synergy of disciplines from science, technology, business and the humanities. The series will include conference proceedings, edited collections, monographs, handbooks, reference books, and other relevant types of book in areas of science and technology where smart systems and technologies can offer innovative solutions.

High quality content is an essential feature for all book proposals accepted for the series. It is expected that editors of all accepted volumes will ensure that contributions are subjected to an appropriate level of reviewing process and adhere to KES quality principles.

** Indexing: The books of this series are submitted to ISI Proceedings, EI-Compendex, SCOPUS, Google Scholar and Springerlink **

More information about this series at http://www.springer.com/series/8767

This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd.

The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore

The book aims to assemble research from different fields and create a common public data framework for a large variety of applications that may range from medical diagnosis to entertainment devices (speech, facial expressions, gaze and gesture), holding the promises to contribute to the development of intelligent interactive dialog systems that simplify everyday-life man-machine interaction by taking into account individual, socio-cultural differences, and contextual instances, intended here as the dynamics of values that contextual variables assume at a given instant. Interdisciplinary aspects are taken into account and research is proposed from different fields: mathematics, computer vision, speech analysis and synthesis, machine learning, signal processing, telecommunication, human-computer interaction, psychology, anthropology, sociology, neural networks, machine learning, and advanced sensing.

The topics of this book vary from the processing of audio-visual signals to the detection of user perceived states, dedicating a section to the last 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 to algorithms for detecting communication disorders, remote health status monitoring, sentiment and affect analysis, social behaviors and engagements.

The remaining sections are dedicated to 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. This socio-emotional content is vital for building trusting, productive relationships that go beyond purely factual and task oriented communication and the proposed technological solutions will enhance and improve the efficiency of European industry and the quality of service provided to citizens. Therefore, the proposed book has a wide view and does not focus on solving a particular problem, rather describe the results of a research that has positive effects in different fields and for different applications.

It must be said that human data analysis is central to many endeavors both in basic research and across application domains, and that the contributes proposed in this book aim to enable human centered informatics.