Safety Assurance Under Uncertainties: From Software to Cyber-physical/Machine Learning Systems - Couverture rigide

 
9780367554019: Safety Assurance Under Uncertainties: From Software to Cyber-physical/Machine Learning Systems
Couverture rigide
ISBN 10 : 0367554011 ISBN 13 : 9780367554019
Editeur : CRC Press, 2025

Synopsis

Modern software systems operate under an unprecedented degree of uncertainties, making them hard to specify, model, test, analyze, and verify. Safety assurance of such systems requires efforts that unite different disciplines such as formal methods, software science, software engineering, control theory, machine learning.

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À propos de l?auteur

Ichiro Hasuo, Ph.D. (cum laude, Radboud University Nijmegen, 2008), is a Professor at National Institute of Informatics (NII), Tokyo, Japan. He is at the same time the Research Director of the JST ERATO "Metamathematics for Systems Design'' Project, and the Director of Research Center for Mathematical Trust in Software and Systems at NII. His research field is software science and his interests include formal verification, mathematical and logical structures, category theory, integration of formal methods and testing, and application to cyber-physical systems and systems with statistical machine learning components.

Fuyuki Ishikawa, Ph.D. (The University of Tokyo, 2007), is an Associate Professor in Information Systems Architecture Science Research Division and the Director of GRACE Center, at National Institute of Informatics (NII), Tokyo, Japan. His research focuses on software engineering, especially for dependability of emerging AI and smart cyber-physical systems, including test generation, fault analysis, automated repair, and formal verification for automated driving systems. He is leading relevant initiatives of the Japanese industry such as the QA4AI guidelines for quality assurance of AI systems.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2025
Langue
anglais
ISBN 10 
0367554011
ISBN 13 
9780367554019
Reliure
Relié
Nombre de pages
348
Éditeur
Hasuo Ichiro, Ishikawa Fuyuki
Coordonnées du fabricant
CRC Press
https://www.routledge-ny.com

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