An Investigation of Challenges Encountered When Specifying Training Data and Runtime Monitors for Safety Critical ML Applications
Paper in proceeding, 2023
Data requirements
Machine learning
Requirements engineering
Artificial intelligence
Context
Runtime monitoring
Author
Hans-Martin Heyn
University of Gothenburg
Eric Knauss
University of Gothenburg
Iswarya Malleswaran
University of Gothenburg
Shruthi Dinakaran
Student at Chalmers
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
03029743 (ISSN) 16113349 (eISSN)
Vol. 13975 LNCS 206-2229783031297854 (ISBN)
Barcelona, Spain,
Very Efficient Deep Learning in IOT (VEDLIoT)
European Commission (EC) (EC/H2020/957197), 2020-11-01 -- 2023-10-31.
Subject Categories
Other Computer and Information Science
Information Science
Computer Systems
DOI
10.1007/978-3-031-29786-1_14