PROMISE 2021 – Proceedings

17th International Conference on Predictive Models and Data Analytics in Software Engineering (PROMISE 2021)

Frontmatter

Papers

Heterogeneous Ensemble Imputation for Software Development Effort Estimation
Ibtissam Abnane, Ali Idri, Mohamed Hosni, and Alain Abran
(Mohammed V University, Morocco; Mohammed VI Polytechnic University, Morocco; Moulay Ismail University, Morocco; University of Quebec, Canada)


@InProceedings{PROMISE21p1, author = {Ibtissam Abnane and Ali Idri and Mohamed Hosni and Alain Abran}, title = {Heterogeneous Ensemble Imputation for Software Development Effort Estimation}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {1-0}, doi = {10.1145/3475960.3475984}, year = {2021}, } Publisher's Version

Multi-stream Online Transfer Learning for Software Effort Estimation: Is It Necessary?
Leandro L. Minku
(University of Birmingham, UK)


@InProceedings{PROMISE21p11, author = {Leandro L. Minku}, title = {Multi-stream Online Transfer Learning for Software Effort Estimation: Is It Necessary?}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {11-10}, doi = {10.1145/3475960.3475988}, year = {2021}, } Publisher's Version

Comparative Study of Random Search Hyper-Parameter Tuning for Software Effort Estimation
Leonardo Villalobos-Arias and Christian Quesada-López
(University of Costa Rica, Costa Rica)


@InProceedings{PROMISE21p21, author = {Leonardo Villalobos-Arias and Christian Quesada-López}, title = {Comparative Study of Random Search Hyper-Parameter Tuning for Software Effort Estimation}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {21-20}, doi = {10.1145/3475960.3475986}, year = {2021}, } Publisher's Version

CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software
Guru Bhandari, Amara Naseer, and Leon Moonen
(Simula Research Laboratory, Norway)


@InProceedings{PROMISE21p31, author = {Guru Bhandari and Amara Naseer and Leon Moonen}, title = {CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {31-30}, doi = {10.1145/3475960.3475985}, year = {2021}, } Publisher's Version Published Artifact Artifacts Available

A Classification of Code Changes and Test Types Dependencies for Improving Machine Learning Based Test Selection
Khaled Al-Sabbagh, Miroslaw Staron, Regina Hebig, and Francisco Gomes
(Chalmers University of Technology, Sweden; University of Gothenburg, Sweden)


@InProceedings{PROMISE21p41, author = {Khaled Al-Sabbagh and Miroslaw Staron and Regina Hebig and Francisco Gomes}, title = {A Classification of Code Changes and Test Types Dependencies for Improving Machine Learning Based Test Selection}, booktitle = {Proc.\ PROMISE}, publisher = {ACM}, pages = {41-40}, doi = {10.1145/3475960.3475987}, year = {2021}, } Publisher's Version

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