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Software Verification and Formal Methods for ML-Enabled Autonomous Systems
5th International Workshop, FoMLAS 2022, and 15th International Workshop, NSV 2022, Haifa, Israel, July 31 - August 1, and August 11, 2022, Proceedings
Language
English
English
Book
Paperback
This book constitutes the refereed proceedings of the 5th International Workshop on Software Verific...
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Libristo code: 43417066
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This book constitutes the refereed proceedings of the 5th International Workshop on Software Verification and Formal Methods for ML-Enables Autonomous Systems, FoMLAS 2022, and the 15th International Workshop on Numerical Software Verification, NSV 2022, which took place in Haifa, Israel, in July/August 2022.
The volume contains 8 full papers from the FoMLAS 2022 workshop and 3 full papers from the NSV 2022 workshop. The FoMLAS workshop is dedicated to the development of novel formal methods techniques to discussing on how formal methods can be used to increase predictability, explainability, and accountability of ML-enabled autonomous systems. NSV 2022 is focusing on the challenges of the verification of cyber-physical systems with machine learning components.
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About the book
Full name
Software Verification and Formal Methods for ML-Enabled Autonomous Systems
Author
Omri Isac, Radoslav Ivanov, Guy Katz
Language
English
English
Binding
Book - Paperback
Date of issue
2022
Number of pages
216
EAN
9783031212239
Libristo code
43417066
Publishers
Springer Nature B.V.
Weight
311
Dimensions
156 x 234
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