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Most recent publications

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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01 October 2019

Launch of the AI4EU Platform

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2019

Edited books

M. C. Jedlitschka, D. Marijan, M. Galster, W. Shang, A. Jedlitschka and R. Shukla

Proceedings of the Joint 7th International Workshop on Conducting Empirical Studies in Industry and 6th International Workshop on Software Engineering Research and Industrial Practice

In International Conference on Software Engineering (ICSE). ACM/IEEE, 2019.
Status: Published

Proceedings, refereed

D. Marijan, A. Gotlieb and M. K. Ahuja

Challenges of Testing Machine Learning Based Systems

In Proceedings of the 1st IEEE Artificial Intelligence Testing Conference (AI Test 2019). San Francisco, CA, USA: IEEE, 2019.
Status: Published

Technical reports

M. K. Ahuja, H. Spieker, A. Gotlieb, D. Marijan and M. Mossige

Survey on Testing of Deep Learning Systems

Simula Research Laboratory, 2019.
Status: Published
A. Gotlieb, P. Bernabé, D. Marijan and H. Spieker

SARCoS: Machine Learning Models for the Selection of Security Test Scenarios

Simula Research Laboratory, 2019.
Status: Accepted

Talks, contributed

P. Bernabé, H. Spieker, A. Gotlieb, D. Marijan and B. Legeard

Statistics AIS Dataset from Statsat

In Simula Research Laboratory, 2019.
Status: Published
A. Gotlieb and D. Marijan

The TSAR Project

In 14th Certus User Partner Workshop, Sep. 2019, Larvik, Norway, 2019.
Status: Published
2018

Journal articles

S. Sen, D. Marijan and A. Gotlieb

Certus: an organizational effort towards research-based innovation in software verification and validation

International Journal of Systems Assurance Engineering and Management 9, no. 2 (2018): 313-322.
Status: Published

Edited books

R. Shukla, D. Marijan, M. Borg and Y. Yang

Fifth International Workshop on Software Engineering Research and Industrial Practice

In International Conference on Software Engineering (ICSE). Gothenburg, Sweden: ACM, 2018.
Status: Published

Proceedings, refereed

A. Gotlieb, D. Marijan and H. Spieker

Stratified Constructive Disjunction and Negation in Constraint Programming

In Proc. of IEEE Int. Conf. on Tools with Artificial Intelligence (ICTAI-18). Volos, Greece. Nov. 2018. IEEE, 2018.
Status: Published
D. Marijan and M. Liaaen

Practical Selective Regression Testing with Effective Redundancy in Interleaved Tests

In Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP'18). ACM, 2018.
Status: Published