A Testing Tool for Machine Learning Applications

Citation

• Liu, Y., Liu, Y., Chen, T. Y., & Zhou, Z. Q. (2020). A Testing Tool for Machine Learning Applications. In Proceedings - 2020 IEEE/ACM 42nd International Conference on Software Engineering Workshops, ICSEW 2020 (pp. 386-387). doi:10.1145/3387940.3392694

Digital Object Identifier (doi)

• 10.1145/3387940.3392694

Scopus Eid

• 2-s2.0-85093078025

Web Of Science Accession Number

Start Page

• 386

End Page

• 387

Abstract

• We present the design of MTKeras, a generic metamorphic testing framework for machine learning, and demonstrate its effectiveness through case studies in image classification and sentiment analysis.

UOW Authors

•   Liu, Yelin (external author)
•   Zhou, Zhi Quan (George)

Publication Date

• 2020

Publisher

• ACM 

Citation

• Liu, Y., Liu, Y., Chen, T. Y., & Zhou, Z. Q. (2020). A Testing Tool for Machine Learning Applications. In Proceedings - 2020 IEEE/ACM 42nd International Conference on Software Engineering Workshops, ICSEW 2020 (pp. 386-387). doi:10.1145/3387940.3392694

Digital Object Identifier (doi)

• 10.1145/3387940.3392694

Scopus Eid

• 2-s2.0-85093078025

Web Of Science Accession Number

Start Page

• 386

End Page

• 387