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Software Testing for Machine Learning


Apr 30, 2022
Dusica Marijan, Arnaud Gotlieb

* Proceedings of the AAAI Conference on Artificial Intelligence, 34(09), 13576-13582 (2020) 

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Industry-academia research collaboration and knowledge co-creation: Patterns and anti-patterns


Apr 29, 2022
Dusica Marijan, Sagar Sen

* Dusica Marijan and Sagar Sen. 2022. Industry Academia Research Collaboration and Knowledge Co-creation: Patterns and Anti-patterns. ACM Transactions on Software Engineering and Methodology, Volume 31, Issue 3, Article No. 45 

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Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification


Apr 25, 2022
Dogan Altan, Mohammad Etemad, Dusica Marijan, Tetyana Kholodna

* 12 pages, 6 figures, to appear in the proceedings of the 35th Canadian Conference on Artificial Intelligence 

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Industry-Academia Research Collaboration in Software Engineering: The Certus Model


Apr 23, 2022
Dusica Marijan, Arnaud Gotlieb

* Information and Software Technology, Volume 132, 2021, 106473, ISSN 0950-5849 

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Comparative Study of Machine Learning Test Case Prioritization for Continuous Integration Testing


Apr 22, 2022
Dusica Marijan


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Evaluating the Robustness of Deep Reinforcement Learning for Autonomous and Adversarial Policies in a Multi-agent Urban Driving Environment


Dec 22, 2021
Aizaz Sharif, Dusica Marijan


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Adversarial Deep Reinforcement Learning for Trustworthy Autonomous Driving Policies


Dec 22, 2021
Aizaz Sharif, Dusica Marijan


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DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing


Oct 14, 2021
Aizaz Sharif, Dusica Marijan, Marius Liaaen

* 10 pages, 9 figures, conference paper 

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Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI


Jul 14, 2020
Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker

* 1st International Workshop on New Foundations for Human-Centered AI @ ECAI 2020 

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Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration


Nov 09, 2018
Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige

* Spieker, H., Gotlieb, A., Marijan, D., & Mossige, M. (2017). Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. In Proceedings of 26th International Symposium on Software Testing and Analysis (ISSTA'17) (pp. 12--22). ACM 

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