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A. Sharif and D. Marijan

ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events

IEEE Transactions on Software Engineering (TSE) (2023).
Journal Article
2023
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P. M. Ness, D. Marijan and S. Bose

Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models

In ACM International Conference on Information and Knowledge Management, 2023.
Proceedings, refereed
2023
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B. Zaman, D. Altan, D. Marijan and T. Kholodna

Reactive buffering window trajectory segmentation: RBW-TS

Journal of Big Data 10 (2023).
Journal Article
2023
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D. Marijan

Comparative study of machine learning test case prioritization for continuous integration testing

Software Quality Journal (2023).
Journal Article
2023
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15 November 2019

Netflix takes inspiration from Certus SFI research paper

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2020

Proceedings, refereed

M. K. Ahuja, M. B. Belaid, P. Bernabé, M. Collet, A. Gotlieb, C. Lal, D. Marijan, S. Sen, A. Sharif and H. Spieker

Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI

In 1st International Workshop on New Foundations for Human-Centered AI @ ECAI 2020. CEUR Workshop Proceedings, 2020.
Status: Published
M. Collet, A. Gotlieb, N. Lazaar, M. Carlsson, D. Marijan and M. Mossige

RobTest: A CP Approach to Generate Maximal Test Trajectories for Industrial Robots

In International Conference on Principles and Practice of Constraint Programming. LNCS ed. Vol. 12333. Springer, 2020.
Status: Published
D. Marijan and A. Gotlieb

Software Testing for Machine Learning

In The Thirty-Fourth AAAI Conference on Artificial Intelligence. AAAI'20: AAAI, 2020.
Status: Published
D. Marijan, A. Gotlieb and A. Sapkota

Neural Network Classification for Improving Continuous Regression Testing

In The IEEE Second International Conference On Artificial Intelligence Testing (AITest 2020). IEEE, 2020.
Status: Published
D. Marijan and A. Gotlieb

Lessons Learned on Research Co-Creation: Making Industry-Academia Collaboration Work

In The 46th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). Euromicro, 2020.
Status: Published

Technical reports

C. Lal and D. Marijan

Blockchain for Healthcare: Opportunities, Challenges, and Future Directions

Simula Research Laboratory, 2020.
Status: Published

Talks, invited

D. Marijan

Requirements collection for the AI4EU platform development

In Big Data Value Forum, 3-5 November, Berlin, Germany, 2020.
Status: Published
2019

Journal articles

D. Marijan, W. Shang and R. Shukla

Implications of Resurgence in Artificial Intelligence for Research Collaborations in Software Engineering

ACM SIGSOFT Software Engineering Notes 44, no. 3 (2019).
Status: Published
D. Marijan, A. Gotlieb and M. Liaaen

A learning algorithm for optimizing continuous integration development and testing practice

Software: Practice and Experience 49, no. 2 (2019): 192-213.
Status: Published
D. Marijan and S. Sen

Good Practices in Aligning Software Engineering Research and Industry Practice

ACM SIGSOFT Software Engineering Notes 44, no. 3 (2019).
Status: Published