MaLTeSQuE 2018 – Proceedings

2018 IEEE International Workshop on Machine Learning Techniques for Software Quality Evaluation (MaLTeSQuE)

Frontmatter

Defects and Anomalies

Varying Defect Prediction Approaches during Project Evolution: A Preliminary Investigation
Salvatore Geremia and Damian A. Tamburri
(University of Molise, Italy; Eindhoven University of Technology, Netherlands)


@InProceedings{MaLTeSQuE18p1, author = {Salvatore Geremia and Damian A. Tamburri}, title = {Varying Defect Prediction Approaches during Project Evolution: A Preliminary Investigation}, booktitle = {Proc.\ MaLTeSQuE}, publisher = {IEEE}, pages = {1-0}, doi = {}, year = {2018}, }

The Role of Meta-Learners in the Adaptive Selection of Classifiers
Dario Di Nucci and Andrea De Lucia
(University of Salerno, Italy; Vrije Universiteit Brussel, Belgium)


@InProceedings{MaLTeSQuE18p7, author = {Dario Di Nucci and Andrea De Lucia}, title = {The Role of Meta-Learners in the Adaptive Selection of Classifiers}, booktitle = {Proc.\ MaLTeSQuE}, publisher = {IEEE}, pages = {7-6}, doi = {}, year = {2018}, }

Machine Learning-Based Run-Time Anomaly Detection in Software Systems: An Industrial Evaluation
Fabian Huch, Mojdeh Golagha, Ana Petrovska, and Alexander Krauss
(TU Munich, Germany; QAware, Germany)


@InProceedings{MaLTeSQuE18p13, author = {Fabian Huch and Mojdeh Golagha and Ana Petrovska and Alexander Krauss}, title = {Machine Learning-Based Run-Time Anomaly Detection in Software Systems: An Industrial Evaluation}, booktitle = {Proc.\ MaLTeSQuE}, publisher = {IEEE}, pages = {13-12}, doi = {}, year = {2018}, }

Change Analysis and Testing

How High Will It Be? Using Machine Learning Models to Predict Branch Coverage in Automated Testing
Giovanni Grano, Timofey V. Titov, Sebastiano Panichella, and Harald C. Gall
(University of Zurich, Switzerland)


@InProceedings{MaLTeSQuE18p19, author = {Giovanni Grano and Timofey V. Titov and Sebastiano Panichella and Harald C. Gall}, title = {How High Will It Be? Using Machine Learning Models to Predict Branch Coverage in Automated Testing}, booktitle = {Proc.\ MaLTeSQuE}, publisher = {IEEE}, pages = {19-18}, doi = {}, year = {2018}, }

Ensemble Techniques for Software Change Prediction: A Preliminary Investigation
Gemma Catolino and Filomena Ferrucci
(University of Salerno, Italy)


@InProceedings{MaLTeSQuE18p25, author = {Gemma Catolino and Filomena Ferrucci}, title = {Ensemble Techniques for Software Change Prediction: A Preliminary Investigation}, booktitle = {Proc.\ MaLTeSQuE}, publisher = {IEEE}, pages = {25-24}, doi = {}, year = {2018}, }

Co-evolution Analysis of Production and Test Code by Learning Association Rules of Changes
László Vidács and Martin Pinzger
(University of Szeged, Hungary; University of Klagenfurt, Austria)


@InProceedings{MaLTeSQuE18p31, author = {László Vidács and Martin Pinzger}, title = {Co-evolution Analysis of Production and Test Code by Learning Association Rules of Changes}, booktitle = {Proc.\ MaLTeSQuE}, publisher = {IEEE}, pages = {31-30}, doi = {}, year = {2018}, }

User-Oriented Machine Learning for Software Quality Assessment

ConfigFile++: Automatic Comment Enhancement for Misconfiguration Prevention
Yuanliang Zhang, Shanshan Li, Xiangyang Xu, Xiangke Liao, Shazhou Yang, and Yun Xiong
(National University of Defense Technology, China; Fudan University, China)


@InProceedings{MaLTeSQuE18p37, author = {Yuanliang Zhang and Shanshan Li and Xiangyang Xu and Xiangke Liao and Shazhou Yang and Yun Xiong}, title = {ConfigFile++: Automatic Comment Enhancement for Misconfiguration Prevention}, booktitle = {Proc.\ MaLTeSQuE}, publisher = {IEEE}, pages = {37-36}, doi = {}, year = {2018}, }

Investigating Type Declaration Mismatches in Python
Luca Pascarella, Achyudh Ram, Azqa Nadeem, Dinesh Bisesser, Norman Knyazev, and Alberto Bacchelli
(Delft University of Technology, Netherlands; University of Zurich, Switzerland)


@InProceedings{MaLTeSQuE18p43, author = {Luca Pascarella and Achyudh Ram and Azqa Nadeem and Dinesh Bisesser and Norman Knyazev and Alberto Bacchelli}, title = {Investigating Type Declaration Mismatches in Python}, booktitle = {Proc.\ MaLTeSQuE}, publisher = {IEEE}, pages = {43-42}, doi = {}, year = {2018}, }

User-Perceived Reusability Estimation Based on Analysis of Software Repositories
Michail Papamichail, Themistoklis Diamantopoulos, Ilias Chrysovergis, Philippos Samlidis, and Andreas Symeonidis
(University of Thessaloniki, Greece)


@InProceedings{MaLTeSQuE18p49, author = {Michail Papamichail and Themistoklis Diamantopoulos and Ilias Chrysovergis and Philippos Samlidis and Andreas Symeonidis}, title = {User-Perceived Reusability Estimation Based on Analysis of Software Repositories}, booktitle = {Proc.\ MaLTeSQuE}, publisher = {IEEE}, pages = {49-48}, doi = {}, year = {2018}, }

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