Artificial Intelligence: Theory and Applications (e-bog) af -
Pap, Endre (redaktør)

Artificial Intelligence: Theory and Applications e-bog

1313,81 DKK (inkl. moms 1642,26 DKK)
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...
E-bog 1313,81 DKK
Forfattere Pap, Endre (redaktør)
Forlag Springer
Udgivet 15 juli 2021
Genrer Artificial intelligence
Sprog English
Format epub
Beskyttelse LCP
ISBN 9783030727116
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.