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4th MET@ICSE 2019: Montreal, QC, Canada
- Xiaoyuan Xie, Pak-Lok Poon, Laura L. Pullum:

Proceedings of the 4th International Workshop on Metamorphic Testing, MET@ICSE 2019, Montreal, QC, Canada, May 26, 2019. IEEE / ACM 2019, ISBN 978-1-7281-2235-9
Keynote
- Alastair F. Donaldson:

Metamorphic testing of Android graphics drivers. 1
Emerging applications of metamorphic testing
- Sydney Pugh

, M. S. Raunak, D. Richard Kuhn, Raghu Kacker:
Systematic testing of post-quantum cryptographic implementations using metamorphic testing. 2-8 - Stevão Andrade, Ítalo Santos, Claudinei Brito Junior, Misael Costa Júnior, Simone do Rócio Senger de Souza

, Márcio E. Delamaro:
On applying metamorphic testing: an empirical study on academic search engines. 9-16
Metamorphic relation patterns
- Chaohua Wu, Liqun Sun, Zhi Quan Zhou

:
The impact of a dot: case studies of a noise metamorphic relation pattern. 17-23 - Sergio Segura, Amador Durán

, Javier Troya, Antonio Ruiz-Cortés:
Metamorphic relation patterns for query-based systems. 24-31 - M. Carmen de Castro-Cabrera

, Antonio García-Domínguez, Inmaculada Medina-Bulo:
Using constraint solvers to support metamorphic testing. 32-39
Metamorphic testing for machine learning
- Anurag Dwarakanath, Manish Ahuja, Sanjay Podder

, Silja Vinu, Arijit Naskar, Koushik MV:
Metamorphic testing of a deep learning based forecaster. 40-47 - Sen Yang

, Dave Towey
, Zhi Quan Zhou
:
Metamorphic exploration of an unsupervised clustering program. 48-54 - Rohan Reddy Mekala

, Gudjon Einar Magnusson, Adam A. Porter, Mikael Lindvall, Madeline Diep
:
Metamorphic detection of adversarial examples in deep learning models with affine transformations. 55-62
Metamorphic testing for nonfunctional validation
- Owen Johnston, Darryl C. Jarman, Jeffrey Berry

, Zhi Quan Zhou
, Tsong Yueh Chen
:
Metamorphic relations for detection of performance anomalies. 63-69 - Boyang Yan, Brian Yecies

, Zhi Quan Zhou
:
Metamorphic relations for data validation: a case study of translated text messages. 70-75 - Florian Auer

, Michael Felderer
:
Addressing data quality problems with metamorphic data relations. 76-83

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