Overview
- Presents recent research on the theory and applications of Artificial Intelligence
- Includes chapters on the mathematics of AI, Fuzzy Logic, Soft Computing, and Neural networks in the theory part
- Provides applications which include chapters about agents for learning foreign languages, artificially generated stereo images, program-based robotics using Prolog, an algorithm for solving job scheduling problems in hotels and restaurants, intelligent technologies for mental well-being, and more
- Written by experts in the field
Part of the book series: Studies in Computational Intelligence (SCI, volume 973)
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About this book
This book is an up-to-date collection, in AI and environmental research, related to the project ATLAS. AI is used for gaining an understanding of complex research phenomena in the environmental sciences, encompassing heterogeneous, noisy, inaccurate, uncertain, diverse spatio-temporal data and processes. The first part of the book covers new mathematics in the field of AI: aggregation functions with special classes such as triangular norms and copulas, pseudo-analysis, and the introduction to fuzzy systems and decision making. Generalizations of the Choquet integral with applications in decision making as CPT are presented. The second part of the book is devoted to AI in the geo-referenced air pollutants and meteorological data, image processing, machine learning, neural networks, swarm intelligence, robotics, mental well-being and data entry errors. The book is intended for researchers in AI and experts in environmental sciences as well as for Ph.D. students.
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Keywords
Table of contents (18 chapters)
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Theory
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Applications
Editors and Affiliations
Bibliographic Information
Book Title: Artificial Intelligence: Theory and Applications
Editors: Endre Pap
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-030-72711-6
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021
Hardcover ISBN: 978-3-030-72710-9Published: 16 July 2021
Softcover ISBN: 978-3-030-72713-0Published: 17 July 2022
eBook ISBN: 978-3-030-72711-6Published: 15 July 2021
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: XII, 353
Number of Illustrations: 11 b/w illustrations, 76 illustrations in colour