Software Verification and Formal Methods for ML-Enabled Autonomous Systems: 5th International Workshop, FoMLAS 2022, and 15th International Workshop, . (Lecture Notes in Computer Science, 13466)

Omri Isac, Radoslav Ivanov, Guy Katz, Nina Narodytska, Laura Nenzi

ISBN 10: 3031212215 / ISBN 13: 9783031212215

Published by Springer 2022-12-16, 2022

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Seller Inventory # 6666-IUK-9783031212215

Bibliographic Details

• Title: Software Verification and Formal Methods for ML-Enabled Autonomous Systems: 5th International Workshop, FoMLAS 2022, and 15th International Workshop, . (Lecture Notes in Computer Science, 13466)
• Publisher: Springer 2022-12-16
• Publication Date: 2022
• Language: English
• ISBN 10: 3031212215
• ISBN 13: 9783031212215
• Binding: Paperback
• Condition: New

About this title

Synopsis

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.