Applications of Artificial Intelligence and Neural Systems to Data Science
★★★★★
★★★★★
English
This book provides an overview on the current progresses in artificial intelligence and neural nets in data science. The book is reporting on intelligent algorithms and applications modeling, prediction, and recognition tasks and many other application areas supporting complex multimodal systems to enhance and improve humanmachine or humanhuman interactions. This field is broadly addressed by the scientific communities and has a strong commercial impact since investigates on the theoretical frameworks supporting the implementation of sophisticated computational intelligence tools. Such tools will support multidisciplinary aspects of data mining and data processing characterizing appropriate system reactions to human-machine interactional exchanges in interactive scenarios. The emotional issue has recently gained increasing attention for such complex systems due to its relevance in helping in the most common human tasks (like cognitive processes, perception, learning, communication, and even rational decision-making) and therefore improving the quality of life of the end users. See more
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Product Details
Dimensions: 155 x 235mm
Publication Date: 03 Aug 2024
Publisher: Springer Verlag Singapore
Publication City/Country: Singapore
Language: English
ISBN13: 9789819935949
About
Anna Esposito received her Laurea degree summa cum laude in Information Technology and Computer Science from Salerno University (1989) and the Ph.D. degree in Applied Mathematics and Computer Science from Napoli University Federico II (1995) with a thesis developed at MIT Boston USA. She was Postdoc at IIASS Lecturer at Salerno University in Department of Physics (1996-2000) and Research Professor (2000-2002) at WSU in Department of Computer Science and Eng. OH USA. She is Full Professor at Campania University L. Vanvitelli. She is author of 300+ peer-reviewed publications in journals books and conference proceedings and editor-coeditor of 30+ books in the Springer series SIST ISRL LNCS and LNAI.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 Universitys 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 masters theses and is Author of 100+ international publications.