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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

2022, Pocket, Engelsk
Software Verification and Formal Methods for ML-Enabled Autonomous Systems

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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. 

Produktegenskaper

  • Bidragsyter

    Guy Katz (Redaktør) ; Radoslav Ivanov (Redaktør) ; Omri Isac (Redaktør) ; Nina Narodytska (Redaktør) ; Laura Nenzi (Redaktør)

  • Forlag/utgiver

    Springer International Publishing AG

  • Format

    Pocket

  • Språk

    Engelsk

  • Utgivelsesår

    2022

  • Antall sider

    205

  • Utgivelsesdato

    16.12.2022

  • Varenummer

    9783031212215

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