Overview
- Provides an overview on the current progresses in artificial intelligence and neural nets in data science
- Discusses computational intelligence tools for supporting multidisciplinary aspects of data mining and data processing
- Serves as a reference for researchers and practitioners in academia and industry
Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 360)
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Table of contents (33 chapters)
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Front Matter
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Neural Networks and Related Applications
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Front Matter
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Keywords
About this book
Editors and Affiliations
About the editors
Marcos Faundez-Zanuy received the B.Sc. degree (1993) and the Ph.D. degree (1998), both from the Polytechnic University of Catalunya. He is Full Professor at ESUP Tecnocampus Mataro and heads the Signal Processing Group. His research interests lie in biometrics applied to security and health. He was Initiator and Chairman of the EU COST action 277 “Nonlinear speech processing” and Secretary of COST action 2102 “Cross-Modal Analysis of Verbal and Non-Verbal Communication”. He is author of 50+ papers indexed in ISI Journal citation report, 100+ conference papers, 10+ books, and PI of 10 national and EU funded projects.
Francesco Carlo Morabito joined the University of Reggio Calabria, Italy, in 1989 where he is a Full Professor (2001) of Electrical Engineering. He served as President of the Electronic Engineering Course, as Member of the University’s Inner Evaluation Committee, as Dean of the Faculty of Engineering, as Deputy Rector, and as Vice Rector for Internationalization. He is Member of the Steering Committee of the Italian Society of Electrical Engineering. He served as President of Siren(2008-2014), as a Governor of INNS (2000-2012, 2022-) and is Vice-President of INNS.
Eros G. Pasero is Professor of Electronics at Politecnico of Turin since 1991. He was Visiting Professor at ICSI Berkeley (1991), Tongji University, Shanghai (2011, 2015), and Tashkent Politechic University, Uzbekistan. His interests are in Artificial Neural Networks and Electronic Sensors. He heads the Neuronica Lab (1990) where wired and wireless sensors are developed for biomedical, environmental, automotive applications, and sensor signals that are processed by neural networks. Prof. Pasero is President of the Italian Society for Neural Networks (SIREN) and was General Chair of IJCNN2000, SIRWEC2006, and WIRN 2015. He received several awards and holds 5 international patents. He supervised 10 international Ph.D. and 100 master’s theses and is Author of 100+ international publications.
Bibliographic Information
Book Title: Applications of Artificial Intelligence and Neural Systems to Data Science
Editors: Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero
Series Title: Smart Innovation, Systems and Technologies
DOI: https://doi.org/10.1007/978-981-99-3592-5
Publisher: Springer Singapore
eBook Packages: Engineering, Engineering (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023
Hardcover ISBN: 978-981-99-3591-8Published: 02 August 2023
Softcover ISBN: 978-981-99-3594-9Due: 02 September 2023
eBook ISBN: 978-981-99-3592-5Published: 01 August 2023
Series ISSN: 2190-3018
Series E-ISSN: 2190-3026
Edition Number: 1
Number of Pages: XVI, 360
Number of Illustrations: 7 b/w illustrations, 95 illustrations in colour
Topics: Communications Engineering, Networks, Signal, Image and Speech Processing, Artificial Intelligence, Mathematical Models of Cognitive Processes and Neural Networks, User Interfaces and Human Computer Interaction