Knowledge-Infused Learning: Neurosymbolic AI for Explainability, Interpretability, and Safety - Hardcover

Gaur, Manas; Sheth, Amit P.

 
9781009513746: Knowledge-Infused Learning: Neurosymbolic AI for Explainability, Interpretability, and Safety
Hardcover
ISBN 10: 1009513745 ISBN 13: 9781009513746
Publisher: Cambridge University Press, 2026

Synopsis

Introduces an emerging field that blends statistical models with symbolic knowledge to make AI safer and more explainable.

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About the Authors

Manas Gaur is an assistant professor in the Department of Computer Science and Electrical Engineering at the University of Maryland, Baltimore County (UMBC). He earned his Ph.D. in 2022 from the University of South Carolina's Artificial Intelligence Institute, studying under Dr. Amit P. Sheth. A pioneer in knowledge-infused learning (2016–2022), Gaur's research has earned multiple best paper awards and recognition through USC Eminent Profiles and AAAI New Faculty Highlights. His cutting-edge work continues to attract major funding, including grants from NSF and EPSRC-UKRI in partnership with the Alan Turing Institute.

Amit P. Sheth is the NCR Chair and Professor of Computer Science and Engineering at the University of South Carolina, where he founded the university-wide AI Institute in 2019 and grew it to nearly 50 AI researchers in four years. He is a fellow of IEEE, AAAI, AAAS, ACM, and AIAA. His awards include the IEEE CS Wallace McDowell Award and the IEEE TCSVC Research Innovation Award. He has co-founded four companies, run two of them, and advised or mentored over 45 Ph.D. candidates and postdocs to exceptional careers in academia, industry, and as entrepreneurs.

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Publisher
Cambridge University Press
Publication date
2026
Language
English
ISBN 10 
1009513745
ISBN 13 
9781009513746
Binding
Hardcover
Number of pages
324