Search Results for author: Ian Bayley

Found 3 papers, 1 papers with code

Discovering Boundary Values of Feature-based Machine Learning Classifiers through Exploratory Datamorphic Testing

no code implementations1 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.

BIG-bench Machine Learning

Morphy: A Datamorphic Software Test Automation Tool

1 code implementation20 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.

Datamorphic Testing: A Methodology for Testing AI Applications

no code implementations10 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.

BIG-bench Machine Learning Face Recognition

Cannot find the paper you are looking for? You can Submit a new open access paper.