Dusica Marijan

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 60

Top Topics

Software Engineering

Reinforcement Learning

Regression Testing

Top Venues

ACM SIGSOFT Softw. Eng. Notes

Inf. Softw. Technol.

Publications

Pierre Bernabé, Arnaud Gotlieb, Bruno Legeard, Dusica Marijan, Frank Olaf Sem-Jacobsen, Helge Spieker
Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning. IEEE Trans. Intell. Transp. Syst. 25 (2) (2024)
Preben M. Ness, Dusica Marijan, Sunanda Bose
Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models. CIKM (2023)
Sunanda Bose, Dusica Marijan
Secure Traversable Event logging for Responsible Identification of Vertically Partitioned Health Data. TrustCom (2023)
Mohammad Salar Arbabi, Chhagan Lal, Narasimha Raghavan Veeraragavan, Dusica Marijan, Jan F. Nygård, Roman Vitenberg
A Survey on Blockchain for Healthcare: Challenges, Benefits, and Future Directions. IEEE Commun. Surv. Tutorials 25 (1) (2023)
Pierre Bernabé, Arnaud Gotlieb, Bruno Legeard, Dusica Marijan, Frank Olaf Sem-Jacobsen, Helge Spieker
Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning. CoRR (2023)
Dusica Marijan
Comparative study of machine learning test case prioritization for continuous integration testing. Softw. Qual. J. 31 (4) (2023)
Sunanda Bose, Dusica Marijan
A Survey on Privacy of Health Data Lifecycle: A Taxonomy, Review, and Future Directions. CoRR (2023)
Aizaz Sharif, Dusica Marijan
ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events. CoRR (2023)
Sunanda Bose, Dusica Marijan
Secure Traversable Event logging for Responsible Identification of Vertically Partitioned Health Data. CoRR (2023)
Preben M. Ness, Dusica Marijan, Sunanda Bose
Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models. CoRR (2023)
Bakht Zaman, Dogan Altan, Dusica Marijan, Tetyana Kholodna
Reactive buffering window trajectory segmentation: RBW-TS. J. Big Data 10 (1) (2023)
Aizaz Sharif, Dusica Marijan
Evaluating the Robustness of Deep Reinforcement Learning for Autonomous Policies in a Multi-Agent Urban Driving Environment. QRS (2022)
Dusica Marijan, Sagar Sen
Industry-Academia Research Collaboration and Knowledge Co-creation: Patterns and Anti-patterns. ACM Trans. Softw. Eng. Methodol. 31 (3) (2022)
Aizaz Sharif, Dusica Marijan
Adversarial Deep Reinforcement Learning for Improving the Robustness of Multi-agent Autonomous Driving Policies. APSEC (2022)
Dusica Marijan, Chhagan Lal
Blockchain verification and validation: Techniques, challenges, and research directions. Comput. Sci. Rev. 45 (2022)
Dusica Marijan, Sagar Sen
Industry-academia research collaboration and knowledge co-creation: Patterns and anti-patterns. CoRR (2022)
Dusica Marijan, Arnaud Gotlieb
Software Testing for Machine Learning. CoRR (2022)
Dogan Altan, Mohammad Etemad, Dusica Marijan, Tetyana Kholodna
Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification. AI (2022)
Dusica Marijan, Arnaud Gotlieb
Industry-Academia Research Collaboration in Software Engineering: The Certus Model. CoRR (2022)
Dogan Altan, Mohammad Etemad, Dusica Marijan, Tetyana Kholodna
Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification. CoRR (2022)
Dusica Marijan
Comparative Study of Machine Learning Test Case Prioritization for Continuous Integration Testing. CoRR (2022)
Dusica Marijan, Arnaud Gotlieb
Industry-Academia research collaboration in software engineering: The Certus model. Inf. Softw. Technol. 132 (2021)
Chhagan Lal, Dusica Marijan
Blockchain Testing: Challenges, Techniques, and Research Directions. CoRR (2021)
Aizaz Sharif, Dusica Marijan
Adversarial Deep Reinforcement Learning for Trustworthy Autonomous Driving Policies. CoRR (2021)
Dusica Marijan, Thomas Zimmermann, MyungJoo Ham, Bran Selic
Bridging Software Engineering Research and Industrial Practice. ACM SIGSOFT Softw. Eng. Notes 46 (1) (2021)
Aizaz Sharif, Dusica Marijan, Marius Liaaen
DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing. CoRR (2021)
Aizaz Sharif, Dusica Marijan
Evaluating the Robustness of Deep Reinforcement Learning for Autonomous and Adversarial Policies in a Multi-agent Urban Driving Environment. CoRR (2021)
Dusica Marijan, Chetan Bansal, Tamara Lopez
Industry-Academia Research Collaborations During and After COVID-19. ACM SIGSOFT Softw. Eng. Notes 46 (4) (2021)
Aizaz Sharif, Dusica Marijan, Marius Liaaen
DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing. ICSME (2021)
Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker
Opening the software engineering toolbox for the assessment of trustworthy AI. NeHuAI@ECAI (2020)
Dusica Marijan, Arnaud Gotlieb, Abhijeet Sapkota
Neural Network Classification for Improving Continuous Regression Testing. AITest (2020)
Dusica Marijan, Arnaud Gotlieb
Lessons Learned on Research Co-Creation: Making Industry-Academia Collaboration Work. SEAA (2020)
Dusica Marijan, Arnaud Gotlieb
Software Testing for Machine Learning. AAAI (2020)
Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker
Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI. CoRR (2020)
Mathieu Collet, Arnaud Gotlieb, Nadjib Lazaar, Mats Carlsson, Dusica Marijan, Morten Mossige
RobTest: A CP Approach to Generate Maximal Test Trajectories for Industrial Robots. CP (2020)
Arnaud Gotlieb, Dusica Marijan, Helge Spieker
ITE: A Lightweight Implementation of Stratified Reasoning for Constructive Logical Operators. Int. J. Artif. Intell. Tools 29 (03n04) (2020)
Dusica Marijan, Arnaud Gotlieb, Marius Liaaen
A learning algorithm for optimizing continuous integration development and testing practice. Softw. Pract. Exp. 49 (2) (2019)
Dusica Marijan, Sagar Sen
Good Practices in Aligning Software Engineering Research and Industry Practice. ACM SIGSOFT Softw. Eng. Notes 44 (3) (2019)
Dusica Marijan, Weiyi Shang, Rakesh Shukla
Implications of Resurgence in Artificial Intelligence for Research Collaborations in Software Engineering. ACM SIGSOFT Softw. Eng. Notes 44 (3) (2019)
Dusica Marijan, Arnaud Gotlieb, Mohit Kumar Ahuja
Challenges of Testing Machine Learning Based Systems. AITest (2019)
Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige
Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. CoRR (2018)
Arnaud Gotlieb, Dusica Marijan, Helge Spieker
Stratified Constructive Disjunction and Negation in Constraint Programming. ICTAI (2018)
Sagar Sen, Dusica Marijan, Arnaud Gotlieb
Certus: an organizational effort towards research-based innovation in software verification and validation. Int. J. Syst. Assur. Eng. Manag. 9 (2) (2018)
Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige
Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. Software Engineering (2018)
Dusica Marijan, Sagar Sen
DevOps Enhancement with Continuous Test Optimization. SEKE (2018)
Dusica Marijan, Marius Liaaen
Practical selective regression testing with effective redundancy in interleaved tests. ICSE (SEIP) (2018)
Arnaud Gotlieb, Dusica Marijan, Helge Spieker
Stratified Constructive Disjunction and Negation in Constraint Programming. CoRR (2018)
Dusica Marijan, Marius Liaaen, Sagar Sen
DevOps Improvements for Reduced Cycle Times with Integrated Test Optimizations for Continuous Integration. COMPSAC (1) (2018)
Dusica Marijan, Marius Liaaen
Test Prioritization with Optimally Balanced Configuration Coverage. HASE (2017)
Dusica Marijan, Marius Liaaen, Arnaud Gotlieb, Sagar Sen, Carlo Ieva
TITAN: Test Suite Optimization for Highly Configurable Software. ICST (2017)
Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige
Reinforcement learning for automatic test case prioritization and selection in continuous integration. ISSTA (2017)
Dusica Marijan, Sagar Sen
Detecting and Reducing Redundancy in Software Testing for Highly Configurable Systems. HASE (2017)
Arnaud Gotlieb, Dusica Marijan
Using Global Constraints to Automate Regression Testing. AI Mag. 38 (1) (2017)
Sagar Sen, Dusica Marijan, Carlo Ieva, Astrid Grime, Atle Sander
Modeling and Verifying Combinatorial Interactions to Test Data Intensive Systems: Experience at the Norwegian Customs Directorate. IEEE Trans. Reliab. 66 (1) (2017)
Arnaud Gotlieb, Mats Carlsson, Dusica Marijan, Alexandre Petillon
A New Approach to Feature-based Test Suite Reduction in Software Product Line Testing. ICSOFT-EA (2016)
Mats Carlsson, Arnaud Gotlieb, Dusica Marijan
Software Product Line Test Suite Reduction with Constraint Optimization. ICSOFT (Selected Papers) (2016)
Dusica Marijan, Marius Liaaen
Effect of Time Window on the Performance of Continuous Regression Testing. ICSME (2016)
Arnaud Gotlieb, Mats Carlsson, Marius Liaaen, Dusica Marijan, Alexandre Petillon
Automated Regression Testing Using Constraint Programming. AAAI (2016)
Aymeric Hervieu, Dusica Marijan, Arnaud Gotlieb, Benoit Baudry
Practical minimization of pairwise-covering test configurations using constraint programming. Inf. Softw. Technol. 71 (2016)
Dusica Marijan
Improving configurable software testing with statistical test selection. ForMABS@ASE (2016)
Sagar Sen, Stefano Di Alesio, Dusica Marijan, Arnab Sarkar
Evaluating Reconfiguration Impact in Self-Adaptive Systems - An Approach Based on Combinatorial Interaction Testing. EUROMICRO-SEAA (2015)
Dusica Marijan
Multi-perspective Regression Test Prioritization for Time-Constrained Environments. QRS (2015)
Arnaud Gotlieb, Dusica Marijan, Sagar Sen
Towards More Relational Feature Models. ICSOFT-EA (2015)
Arnaud Gotlieb, Dusica Marijan
FLOWER: optimal test suite reduction as a network maximum flow. ISSTA (2014)
Dusica Marijan, Arnaud Gotlieb, Sagar Sen
Test Case Prioritization for Continuous Regression Testing: An Industrial Case Study. ICSM (2013)
Dusica Marijan, Arnaud Gotlieb, Sagar Sen, Aymeric Hervieu
Practical pairwise testing for software product lines. SPLC (2013)
Dusica Marijan
A Review of Two Experiences from Applying Model Based Testing in Practice. ISSRE Workshops (2012)
Ivan Kastelan, Mihajlo Katona, Dusica Marijan, Jan Zloh
Automated optical inspection system for digital TV sets. EURASIP J. Adv. Signal Process. 2011 (2011)
Dusica Marijan, Vladimir Zlokolica, Nikola Teslic, Vukota Pekovic, Tarkan Tekcan
Automatic functional TV set failure detection system. IEEE Trans. Consumer Electron. 56 (1) (2010)
Dusica Marijan, Nikola Teslic, Vukota Pekovic, Tarkan Tekcan
An Approach to Achieving the Reliability in TV Embedded System. SSIRI (Companion) (2010)
Dusica Marijan, Vladimir Zlokolica, Nikola Teslic, Vukota Pekovic
Quality assessment of digital television picture based on local feature matching. DPS (2009)