no code implementations • 1 Oct 2021 • Hong Zhu, Ian Bayley
This paper proposes a set of testing strategies for testing machine learning applications in the framework of the datamorphism testing methodology.
1 code implementation • 20 Dec 2019 • Hong Zhu, Ian Bayley, Dongmei Liu, Xiaoyu Zheng
This paper focuses on the datamorphism combination strategies by giving their definitions and implementation algorithms.
no code implementations • 10 Dec 2019 • Hong Zhu, Dongmei Liu, Ian Bayley, Rachel Harrison, Fabio Cuzzolin
With the rapid growth of the applications of machine learning (ML) and other artificial intelligence (AI) techniques, adequate testing has become a necessity to ensure their quality.