MET 2024 – Proceedings

9th ACM International Workshop on Metamorphic Testing (MET 2024)

Frontmatter

Keynote

AI-Driven Metamorphic Testing for Autonomous Systems (Keynote)
Arnaud Gotlieb
(Simula Research Laboratory, Norway)

@InProceedings{MET24p1, author = {Arnaud Gotlieb}, title = {AI-Driven Metamorphic Testing for Autonomous Systems (Keynote)}, booktitle = {Proc.\ MET}, publisher = {ACM}, pages = {1-0}, doi = {10.1145/3679006.3695734}, year = {2024}, } Publisher's Version Article: isstaws24metmain-key1-p (type: Abstract) doi:10.1145/3679006.3695734

Papers

Using Metamorphic Relations to Improve Accuracy and Robustness of Deep Neural Networks
Kun Qiu, Yu Zhou, and Pak-Lok Poon
(Hefei University of Technology, China; Central Queensland University, Australia)

@InProceedings{MET24p9, author = {Kun Qiu and Yu Zhou and Pak-Lok Poon}, title = {Using Metamorphic Relations to Improve Accuracy and Robustness of Deep Neural Networks}, booktitle = {Proc.\ MET}, publisher = {ACM}, pages = {9-8}, doi = {10.1145/3679006.3685067}, year = {2024}, } Publisher's Version Article: isstaws24metmain-id1-p (type: Full Paper (8 pages)) doi:10.1145/3679006.3685067

Using Category Partition to Detect Metamorphic Relations
Saba Pedram and Yvan Labiche
(Carleton University, Canada)

@InProceedings{MET24p17, author = {Saba Pedram and Yvan Labiche}, title = {Using Category Partition to Detect Metamorphic Relations}, booktitle = {Proc.\ MET}, publisher = {ACM}, pages = {17-16}, doi = {10.1145/3679006.3685068}, year = {2024}, } Publisher's Version Article: isstaws24metmain-id2-p (type: Full Paper (8 pages)) doi:10.1145/3679006.3685068

Metamorphic Testing of a Steer-by-Wire System: An Intercultural Students-as-Partners Collaboration Experience
Yifan Zhang, Dave Towey, Matthew Pike, Rui Qiu, Axel Tan Jaya, Sze Huey, Xinyi Zhang, and Yuan Wu
(University of Nottingham Ningbo China, China)

@InProceedings{MET24p25, author = {Yifan Zhang and Dave Towey and Matthew Pike and Rui Qiu and Axel Tan Jaya and Sze Huey and Xinyi Zhang and Yuan Wu}, title = {Metamorphic Testing of a Steer-by-Wire System: An Intercultural Students-as-Partners Collaboration Experience}, booktitle = {Proc.\ MET}, publisher = {ACM}, pages = {25-24}, doi = {10.1145/3679006.3685069}, year = {2024}, } Publisher's Version Article: isstaws24metmain-id3-p (type: Full Paper (8 pages)) doi:10.1145/3679006.3685069

Metamorphic Testing of Image Processing Applications: A General Framework and Optimization Strategies
Chang-Ai Sun, Jiayu Xing, Xiaobei Li, Xiaoyi Zhang, and An Fu
(University of Science and Technology Beijing, China)

@InProceedings{MET24p33, author = {Chang-Ai Sun and Jiayu Xing and Xiaobei Li and Xiaoyi Zhang and An Fu}, title = {Metamorphic Testing of Image Processing Applications: A General Framework and Optimization Strategies}, booktitle = {Proc.\ MET}, publisher = {ACM}, pages = {33-32}, doi = {10.1145/3679006.3685070}, year = {2024}, } Publisher's Version Article: isstaws24metmain-id4-p (type: Full Paper (8 pages)) doi:10.1145/3679006.3685070

Evaluating Human Trajectory Prediction with Metamorphic Testing
Helge Spieker, Nassim Belmecheri, Arnaud Gotlieb, and Nadjib Lazaar
(Simula Research Laboratory, Norway; LIRMM, France; University of Montpellier, France; CNRS, France)

@InProceedings{MET24p41, author = {Helge Spieker and Nassim Belmecheri and Arnaud Gotlieb and Nadjib Lazaar}, title = {Evaluating Human Trajectory Prediction with Metamorphic Testing}, booktitle = {Proc.\ MET}, publisher = {ACM}, pages = {41-40}, doi = {10.1145/3679006.3685071}, year = {2024}, } Publisher's Version Article: isstaws24metmain-id5-p (type: Full Paper (8 pages)) doi:10.1145/3679006.3685071

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