Safety Assurance under Uncertainties: From Software to Cyber-Physical/Machine Learning Systems

Author:   Ichiro Hasuo (National Institute of Informatics, Japan) ,  Fuyuki Ishikawa (National Institute of Informatics, Japan)
Publisher:   Taylor & Francis Ltd
ISBN:  

9780367554019


Pages:   348
Publication Date:   12 May 2025
Format:   Hardback
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Our Price $221.00 Quantity:  
Add to Cart

Share |

Safety Assurance under Uncertainties: From Software to Cyber-Physical/Machine Learning Systems


Add your own review!

Overview

Full Product Details

Author:   Ichiro Hasuo (National Institute of Informatics, Japan) ,  Fuyuki Ishikawa (National Institute of Informatics, Japan)
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
Weight:   0.840kg
ISBN:  

9780367554019


ISBN 10:   0367554011
Pages:   348
Publication Date:   12 May 2025
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Preface. Optimisation-Based Falsification. Monitoring Temporal Specifications. Formal Specification of Temporal Properties. Testing for Machine Learning-Based Systems. Safety Standards and Safety Assurance Framework for ADS. Uncertainty-wise Testing. Decision Making for Automated Driving. Formal Modelling. Theorem Proving at Work. Search-Based Analysis and Engineering. Fault Localisation and Understanding. Index.

Reviews

Author Information

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.

Tab Content 6

Author Website:  

Customer Reviews

Recent Reviews

No review item found!

Add your own review!

Countries Available

All regions
Latest Reading Guide

RGJUNE2025

 

Shopping Cart
Your cart is empty
Shopping cart
Mailing List