MaLTESQuE 2021 – Proceedings

5th International Workshop on Machine Learning Techniques for Software Quality Evolution (MaLTESQuE 2021)

Frontmatter

Papers

Comparing Within- and Cross-Project Machine Learning Algorithms for Code Smell Detection
Manuel De Stefano, Fabiano Pecorelli, Fabio Palomba, and Andrea De Lucia
(University of Salerno, Italy)


@InProceedings{MaLTESQuE21p1, author = {Manuel De Stefano and Fabiano Pecorelli and Fabio Palomba and Andrea De Lucia}, title = {Comparing Within- and Cross-Project Machine Learning Algorithms for Code Smell Detection}, booktitle = {Proc.\ MaLTESQuE}, publisher = {ACM}, pages = {1-0}, doi = {10.1145/3472674.3473978}, year = {2021}, } Publisher's Version

Unsupervised Learning of General-Purpose Embeddings for Code Changes
Mikhail Pravilov, Egor Bogomolov, Yaroslav Golubev, and Timofey Bryksin
(HSE University, Russia; JetBrains Research, Russia)


@InProceedings{MaLTESQuE21p7, author = {Mikhail Pravilov and Egor Bogomolov and Yaroslav Golubev and Timofey Bryksin}, title = {Unsupervised Learning of General-Purpose Embeddings for Code Changes}, booktitle = {Proc.\ MaLTESQuE}, publisher = {ACM}, pages = {7-6}, doi = {10.1145/3472674.3473979}, year = {2021}, } Publisher's Version

VaryMinions: Leveraging RNNs to Identify Variants in Event Logs
Sophie Fortz, Paul Temple, Xavier Devroey, Patrick Heymans, and Gilles Perrouin
(University of Namur, Belgium; Delft University of Technology, Netherlands)


@InProceedings{MaLTESQuE21p13, author = {Sophie Fortz and Paul Temple and Xavier Devroey and Patrick Heymans and Gilles Perrouin}, title = {VaryMinions: Leveraging RNNs to Identify Variants in Event Logs}, booktitle = {Proc.\ MaLTESQuE}, publisher = {ACM}, pages = {13-12}, doi = {10.1145/3472674.3473980}, year = {2021}, } Publisher's Version

Toward Static Test Flakiness Prediction: A Feasibility Study
Valeria Pontillo, Fabio Palomba, and Filomena Ferrucci
(University of Salerno, Italy)


@InProceedings{MaLTESQuE21p19, author = {Valeria Pontillo and Fabio Palomba and Filomena Ferrucci}, title = {Toward Static Test Flakiness Prediction: A Feasibility Study}, booktitle = {Proc.\ MaLTESQuE}, publisher = {ACM}, pages = {19-18}, doi = {10.1145/3472674.3473981}, year = {2021}, } Publisher's Version

Building a Bot for Automatic Expert Retrieval on Discord
Ignacio Nuñez Norambuena and Alexandre Bergel
(University of Chile, Chile)


@InProceedings{MaLTESQuE21p25, author = {Ignacio Nuñez Norambuena and Alexandre Bergel}, title = {Building a Bot for Automatic Expert Retrieval on Discord}, booktitle = {Proc.\ MaLTESQuE}, publisher = {ACM}, pages = {25-24}, doi = {10.1145/3472674.3473982}, year = {2021}, } Publisher's Version

Metrics Selection for Load Monitoring of Service-Oriented System
Francesco Lomio, Sampsa Jurvansuu, and Davide Taibi
(Tampere University, Finland)


@InProceedings{MaLTESQuE21p31, author = {Francesco Lomio and Sampsa Jurvansuu and Davide Taibi}, title = {Metrics Selection for Load Monitoring of Service-Oriented System}, booktitle = {Proc.\ MaLTESQuE}, publisher = {ACM}, pages = {31-30}, doi = {10.1145/3472674.3473983}, year = {2021}, } Publisher's Version

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