Dusica Marijan

According to our database, Dusica Marijan authored at least 58 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning.

Pierre Bernabé, Arnaud Gotlieb, Bruno Legeard, Dusica Marijan, Frank Olaf Sem-Jacobsen, Helge Spieker

IEEE Trans. Intell. Transp. Syst., February, 2024

2023

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

Dusica Marijan

Softw. Qual. J., December, 2023

Reactive buffering window trajectory segmentation: RBW-TS.

Bakht Zaman, Dogan Altan, Dusica Marijan, Tetyana Kholodna

J. Big Data, December, 2023

Secure Traversable Event logging for Responsible Identification of Vertically Partitioned Health Data.

Sunanda Bose, Dusica Marijan

CoRR, 2023

A Survey on Privacy of Health Data Lifecycle: A Taxonomy, Review, and Future Directions.

Sunanda Bose, Dusica Marijan

CoRR, 2023

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

Aizaz Sharif, Dusica Marijan

CoRR, 2023

A Survey on Blockchain for Healthcare: Challenges, Benefits, and Future Directions.

Mohammad Salar Arbabi, Chhagan Lal, Narasimha Raghavan Veeraragavan, Dusica Marijan, Jan F. Nygård, Roman Vitenberg

IEEE Commun. Surv. Tutorials, 2023

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

Preben M. Ness, Dusica Marijan, Sunanda Bose

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Industry-Academia Research Collaboration and Knowledge Co-creation: Patterns and Anti-patterns.

Dusica Marijan, Sagar Sen

ACM Trans. Softw. Eng. Methodol., 2022

Blockchain verification and validation: Techniques, challenges, and research directions.

Dusica Marijan, Chhagan Lal

Comput. Sci. Rev., 2022

Evaluating the Robustness of Deep Reinforcement Learning for Autonomous Policies in a Multi-Agent Urban Driving Environment.

Aizaz Sharif, Dusica Marijan

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

Adversarial Deep Reinforcement Learning for Improving the Robustness of Multi-agent Autonomous Driving Policies.

Aizaz Sharif, Dusica Marijan

Proceedings of the 29th Asia-Pacific Software Engineering Conference, 2022

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

Dogan Altan, Mohammad Etemad, Dusica Marijan, Tetyana Kholodna

Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022

2021

Bridging Software Engineering Research and Industrial Practice.

Dusica Marijan, Thomas Zimmermann, MyungJoo Ham, Bran Selic

ACM SIGSOFT Softw. Eng. Notes, 2021

Industry-Academia Research Collaborations During and After COVID-19.

Dusica Marijan, Chetan Bansal, Tamara Lopez

ACM SIGSOFT Softw. Eng. Notes, 2021

Industry-Academia research collaboration in software engineering: The Certus model.

Dusica Marijan, Arnaud Gotlieb

Inf. Softw. Technol., 2021

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

Aizaz Sharif, Dusica Marijan

CoRR, 2021

Adversarial Deep Reinforcement Learning for Trustworthy Autonomous Driving Policies.

Aizaz Sharif, Dusica Marijan

CoRR, 2021

Blockchain Testing: Challenges, Techniques, and Research Directions.

Chhagan Lal, Dusica Marijan

CoRR, 2021

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

Aizaz Sharif, Dusica Marijan, Marius Liaaen

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2021

2020

ITE: A Lightweight Implementation of Stratified Reasoning for Constructive Logical Operators.

Arnaud Gotlieb, Dusica Marijan, Helge Spieker

Int. J. Artif. Intell. Tools, 2020

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

Dusica Marijan, Arnaud Gotlieb

Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020

Opening the software engineering toolbox for the assessment of trustworthy AI.

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

Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

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

Mathieu Collet, Arnaud Gotlieb, Nadjib Lazaar, Mats Carlsson, Dusica Marijan, Morten Mossige

Proceedings of the Principles and Practice of Constraint Programming, 2020

Neural Network Classification for Improving Continuous Regression Testing.

Dusica Marijan, Arnaud Gotlieb, Abhijeet Sapkota

Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2020

Software Testing for Machine Learning.

Dusica Marijan, Arnaud Gotlieb

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A learning algorithm for optimizing continuous integration development and testing practice.

Dusica Marijan, Arnaud Gotlieb, Marius Liaaen

Softw. Pract. Exp., 2019

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

Dusica Marijan, Weiyi Shang, Rakesh Shukla

ACM SIGSOFT Softw. Eng. Notes, 2019

Good Practices in Aligning Software Engineering Research and Industry Practice.

Dusica Marijan, Sagar Sen

ACM SIGSOFT Softw. Eng. Notes, 2019

Challenges of Testing Machine Learning Based Systems.

Dusica Marijan, Arnaud Gotlieb, Mohit Kumar Ahuja

Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

2018

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

Sagar Sen, Dusica Marijan, Arnaud Gotlieb

Int. J. Syst. Assur. Eng. Manag., 2018

DevOps Enhancement with Continuous Test Optimization.

Dusica Marijan, Sagar Sen

Proceedings of the 30th International Conference on Software Engineering and Knowledge Engineering, 2018

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

Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige

Proceedings of the Software Engineering und Software Management 2018, 2018

Stratified Constructive Disjunction and Negation in Constraint Programming.

Arnaud Gotlieb, Dusica Marijan, Helge Spieker

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Practical selective regression testing with effective redundancy in interleaved tests.

Dusica Marijan, Marius Liaaen

Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice, 2018

DevOps Improvements for Reduced Cycle Times with Integrated Test Optimizations for Continuous Integration.

Dusica Marijan, Marius Liaaen, Sagar Sen

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

2017

Modeling and Verifying Combinatorial Interactions to Test Data Intensive Systems: Experience at the Norwegian Customs Directorate.

Sagar Sen, Dusica Marijan, Carlo Ieva, Astrid Grime, Atle Sander

IEEE Trans. Reliab., 2017

Using Global Constraints to Automate Regression Testing.

Arnaud Gotlieb, Dusica Marijan

AI Mag., 2017

TITAN: Test Suite Optimization for Highly Configurable Software.

Dusica Marijan, Marius Liaaen, Arnaud Gotlieb, Sagar Sen, Carlo Ieva

Proceedings of the 2017 IEEE International Conference on Software Testing, 2017

Detecting and Reducing Redundancy in Software Testing for Highly Configurable Systems.

Dusica Marijan, Sagar Sen

Proceedings of the 18th IEEE International Symposium on High Assurance Systems Engineering, 2017

Test Prioritization with Optimally Balanced Configuration Coverage.

Dusica Marijan, Marius Liaaen

Proceedings of the 18th IEEE International Symposium on High Assurance Systems Engineering, 2017

2016

Practical minimization of pairwise-covering test configurations using constraint programming.

Aymeric Hervieu, Dusica Marijan, Arnaud Gotlieb, Benoit Baudry

Inf. Softw. Technol., 2016

Improving configurable software testing with statistical test selection.

Dusica Marijan

Proceedings of the International Workshop on Formal Methods for Analysis of Business Systems, 2016

A New Approach to Feature-based Test Suite Reduction in Software Product Line Testing.

Arnaud Gotlieb, Mats Carlsson, Dusica Marijan, Alexandre Petillon

Proceedings of the 11th International Joint Conference on Software Technologies (ICSOFT 2016) - Volume 1: ICSOFT-EA, Lisbon, Portugal, July 24, 2016

Software Product Line Test Suite Reduction with Constraint Optimization.

Mats Carlsson, Arnaud Gotlieb, Dusica Marijan

Proceedings of the Software Technologies, 11th International Joint Conference, 2016

Effect of Time Window on the Performance of Continuous Regression Testing.

Dusica Marijan, Marius Liaaen

Proceedings of the 2016 IEEE International Conference on Software Maintenance and Evolution, 2016

Automated Regression Testing Using Constraint Programming.

Arnaud Gotlieb, Mats Carlsson, Marius Liaaen, Dusica Marijan, Alexandre Petillon

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Multi-perspective Regression Test Prioritization for Time-Constrained Environments.

Dusica Marijan

Proceedings of the 2015 IEEE International Conference on Software Quality, 2015

Towards More Relational Feature Models.

Arnaud Gotlieb, Dusica Marijan, Sagar Sen

Proceedings of the ICSOFT-EA 2015, 2015

Evaluating Reconfiguration Impact in Self-Adaptive Systems - An Approach Based on Combinatorial Interaction Testing.

Sagar Sen, Stefano Di Alesio, Dusica Marijan, Arnab Sarkar

Proceedings of the 41st Euromicro Conference on Software Engineering and Advanced Applications, 2015

2014

FLOWER: optimal test suite reduction as a network maximum flow.

Arnaud Gotlieb, Dusica Marijan

Proceedings of the International Symposium on Software Testing and Analysis, 2014

2013

Practical pairwise testing for software product lines.

Dusica Marijan, Arnaud Gotlieb, Sagar Sen, Aymeric Hervieu

Proceedings of the 17th International Software Product Line Conference, 2013

Test Case Prioritization for Continuous Regression Testing: An Industrial Case Study.

Dusica Marijan, Arnaud Gotlieb, Sagar Sen

Proceedings of the 2013 IEEE International Conference on Software Maintenance, 2013

2012

A Review of Two Experiences from Applying Model Based Testing in Practice.

Dusica Marijan

Proceedings of the 23rd IEEE International Symposium on Software Reliability Engineering Workshops, 2012

2011

Automated optical inspection system for digital TV sets.

Ivan Kastelan, Mihajlo Katona, Dusica Marijan, Jan Zloh

EURASIP J. Adv. Signal Process., 2011

2010

Automatic functional TV set failure detection system.

Dusica Marijan, Vladimir Zlokolica, Nikola Teslic, Vukota Pekovic, Tarkan Tekcan

IEEE Trans. Consumer Electron., 2010

An Approach to Achieving the Reliability in TV Embedded System.

Dusica Marijan, Nikola Teslic, Vukota Pekovic, Tarkan Tekcan

Proceedings of the Fourth International Conference on Secure Software Integration and Reliability Improvement, 2010

2009

Quality assessment of digital television picture based on local feature matching.

Dusica Marijan, Vladimir Zlokolica, Nikola Teslic, Vukota Pekovic

Proceedings of the 16th International Conference on Digital Signal Processing, 2009