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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,...

Omri Isac Radoslav Ivanov Guy Katz Nina Narodytska

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English
Springer International Publishing AG
16 December 2022
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. 
Edited by:   , , , ,
Imprint:   Springer International Publishing AG
Country of Publication:   Switzerland
Edition:   1st ed. 2022
Volume:   13466
Dimensions:   Height: 235mm,  Width: 155mm, 
Weight:   338g
ISBN:   9783031212215
ISBN 10:   3031212215
Series:   Lecture Notes in Computer Science
Pages:   205
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active

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