Dusica Marijan

85 papers A* 2A 7B 7C 5Journal 43Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A survey on privacy of health data lifecycle: a taxonomy, review, and future directions. Int. J. Inf. Sec. Sunanda Bose, Dusica Marijan
2026	J	`jnl`	Estimation and Optimization of Ship Fuel Consumption in Maritime: Review, Challenges and Future Directions. CoRR Dusica Marijan, Hamza Haruna Mohammed, Bakht Zaman
2026	J	`jnl`	Physics-Informed Machine Learning for Vessel Shaft Power and Fuel Consumption Prediction: Interpretable KAN-based Approach. CoRR Hamza Haruna Mohammed, Dusica Marijan, Arnbjørn Maressa
2025	B	`conf`	Cross-Domain Data Selection and Augmentation for Automatic Compliance Detection. IEEE Big Data Fariz Ikhwantri, Dusica Marijan
2025	—	`conf`	Deep Learning-Based Vessel Traffic Prediction Using Historical Density and Wave Features. ICAART (3) Dogan Altan, Dusica Marijan, Tetyana Kholodna
2025	J	`jnl`	Explainable Compliance Detection with Multi-Hop Natural Language Inference on Assurance Case Structure. CoRR Fariz Ikhwantri, Dusica Marijan
2025	—	`conf`	From High-Frequency Sensors to Noon Reports: Using Transfer Learning for Shaft Power Prediction in Maritime. IJCCI (3) Akriti Sharma, Dogan Altan, Dusica Marijan, Arnbjørn Maressa
2025	J	`jnl`	From high-frequency sensors to noon reports: Using transfer learning for shaft power prediction in maritime. CoRR Akriti Sharma, Dogan Altan, Dusica Marijan, Arnbjørn Maressa
2025	B	`conf`	Physics-Guided Neural Network-Based Shaft Power Prediction for Vessels. IEEE Big Data Dogan Altan, Hamza Haruna Mohammed, Glenn Terje Lines, Dusica Marijan, Arnbjørn Maressa
2025	B	`conf`	Physics-Informed Machine Learning for Vessel Shaft Power and Fuel Consumption Prediction: Interpretable KAN-Based Approach. IEEE Big Data Hamza Haruna Mohammed, Dusica Marijan, Arnbjørn Maressa
2025	J	`jnl`	Physics-guided Neural Network-based Shaft Power Prediction for Vessels. CoRR Dogan Altan, Hamza Haruna Mohammed, Glenn Terje Lines, Dusica Marijan, Arnbjørn Maressa
2024	J	`jnl`	Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning. IEEE Trans. Intell. Transp. Syst. Pierre Bernabé, Arnaud Gotlieb, Bruno Legeard, Dusica Marijan, Frank Olaf Sem-Jacobsen, Helge Spieker
2024	J	`jnl`	Traversable Ledger for Responsible Data Sharing and Access Control in Health Research. Inf. Sunanda Bose, Dusica Marijan
2023	J	`jnl`	A Survey on Blockchain for Healthcare: Challenges, Benefits, and Future Directions. IEEE Commun. Surv. Tutorials Mohammad Salar Arbabi, Chhagan Lal, Narasimha Raghavan Veeraragavan, Dusica Marijan, Jan F. Nygård, Roman Vitenberg
2023	J	`jnl`	A Survey on Privacy of Health Data Lifecycle: A Taxonomy, Review, and Future Directions. CoRR Sunanda Bose, Dusica Marijan
2023	J	`jnl`	Comparative study of machine learning test case prioritization for continuous integration testing. Softw. Qual. J. Dusica Marijan
2023	J	`jnl`	Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning. CoRR Pierre Bernabé, Arnaud Gotlieb, Bruno Legeard, Dusica Marijan, Frank Olaf Sem-Jacobsen, Helge Spieker
2023	A	`conf`	Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models. CIKM Preben M. Ness, Dusica Marijan, Sunanda Bose
2023	J	`jnl`	Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models. CoRR Preben M. Ness, Dusica Marijan, Sunanda Bose
2023	J	`jnl`	ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events. CoRR Aizaz Sharif, Dusica Marijan
2023	J	`jnl`	Reactive buffering window trajectory segmentation: RBW-TS. J. Big Data Bakht Zaman, Dogan Altan, Dusica Marijan, Tetyana Kholodna
2023	B	`conf`	Secure Traversable Event logging for Responsible Identification of Vertically Partitioned Health Data. TrustCom Sunanda Bose, Dusica Marijan
2023	J	`jnl`	Secure Traversable Event logging for Responsible Identification of Vertically Partitioned Health Data. CoRR Sunanda Bose, Dusica Marijan
2022	C	`conf`	Adversarial Deep Reinforcement Learning for Improving the Robustness of Multi-agent Autonomous Driving Policies. APSEC Aizaz Sharif, Dusica Marijan
2022	J	`jnl`	Blockchain verification and validation: Techniques, challenges, and research directions. Comput. Sci. Rev. Dusica Marijan, Chhagan Lal
2022	J	`jnl`	Comparative Study of Machine Learning Test Case Prioritization for Continuous Integration Testing. CoRR Dusica Marijan
2022	—	`conf`	Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification. Canadian AI Dogan Altan, Mohammad Etemad, Dusica Marijan, Tetyana Kholodna
2022	J	`jnl`	Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification. CoRR Dogan Altan, Mohammad Etemad, Dusica Marijan, Tetyana Kholodna
2022	C	`conf`	Evaluating the Robustness of Deep Reinforcement Learning for Autonomous Policies in a Multi-Agent Urban Driving Environment. QRS Aizaz Sharif, Dusica Marijan
2022	J	`jnl`	Industry-Academia Research Collaboration and Knowledge Co-creation: Patterns and Anti-patterns. ACM Trans. Softw. Eng. Methodol. Dusica Marijan, Sagar Sen
2022	J	`jnl`	Industry-Academia Research Collaboration in Software Engineering: The Certus Model. CoRR Dusica Marijan, Arnaud Gotlieb
2022	J	`jnl`	Industry-academia research collaboration and knowledge co-creation: Patterns and anti-patterns. CoRR Dusica Marijan, Sagar Sen
2022	J	`jnl`	Software Testing for Machine Learning. CoRR Dusica Marijan, Arnaud Gotlieb
2021	J	`jnl`	Adversarial Deep Reinforcement Learning for Trustworthy Autonomous Driving Policies. CoRR Aizaz Sharif, Dusica Marijan
2021	J	`jnl`	Blockchain Testing: Challenges, Techniques, and Research Directions. CoRR Chhagan Lal, Dusica Marijan
2021	J	`jnl`	Bridging Software Engineering Research and Industrial Practice. ACM SIGSOFT Softw. Eng. Notes Dusica Marijan, Thomas Zimmermann, MyungJoo Ham, Bran Selic
2021	A	`conf`	DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing. ICSME Aizaz Sharif, Dusica Marijan, Marius Liaaen
2021	J	`jnl`	DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing. CoRR Aizaz Sharif, Dusica Marijan, Marius Liaaen
2021	J	`jnl`	Evaluating the Robustness of Deep Reinforcement Learning for Autonomous and Adversarial Policies in a Multi-agent Urban Driving Environment. CoRR Aizaz Sharif, Dusica Marijan
2021	J	`jnl`	Industry-Academia Research Collaborations During and After COVID-19. ACM SIGSOFT Softw. Eng. Notes Dusica Marijan, Chetan Bansal, Tamara Lopez
2021	J	`jnl`	Industry-Academia research collaboration in software engineering: The Certus model. Inf. Softw. Technol. Dusica Marijan, Arnaud Gotlieb
2020	J	`jnl`	ITE: A Lightweight Implementation of Stratified Reasoning for Constructive Logical Operators. Int. J. Artif. Intell. Tools Arnaud Gotlieb, Dusica Marijan, Helge Spieker
2020	B	`conf`	Lessons Learned on Research Co-Creation: Making Industry-Academia Collaboration Work. SEAA Dusica Marijan, Arnaud Gotlieb
2020	—	`conf`	Neural Network Classification for Improving Continuous Regression Testing. AITest Dusica Marijan, Arnaud Gotlieb, Abhijeet Sapkota
2020	J	`jnl`	Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI. CoRR Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker
2020	—	`conf`	Opening the software engineering toolbox for the assessment of trustworthy AI. NeHuAI@ECAI Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker
2020	A	`conf`	RobTest: A CP Approach to Generate Maximal Test Trajectories for Industrial Robots. CP Mathieu Collet, Arnaud Gotlieb, Nadjib Lazaar, Mats Carlsson, Dusica Marijan, Morten Mossige
2020	A*	`conf`	Software Testing for Machine Learning. AAAI Dusica Marijan, Arnaud Gotlieb
2019	J	`jnl`	A learning algorithm for optimizing continuous integration development and testing practice. Softw. Pract. Exp. Dusica Marijan, Arnaud Gotlieb, Marius Liaaen
2019	—	`conf`	Challenges of Testing Machine Learning Based Systems. AITest Dusica Marijan, Arnaud Gotlieb, Mohit Kumar Ahuja
2019	J	`jnl`	Good Practices in Aligning Software Engineering Research and Industry Practice. ACM SIGSOFT Softw. Eng. Notes Dusica Marijan, Sagar Sen
2019	J	`jnl`	Implications of Resurgence in Artificial Intelligence for Research Collaborations in Software Engineering. ACM SIGSOFT Softw. Eng. Notes Dusica Marijan, Weiyi Shang, Rakesh Shukla
2019	—	`ed.`	Proceedings of the Joint 7th International Workshop on Conducting Empirical Studies in Industry and 6th International Workshop on Software Engineering Research and Industrial Practice, CESSER-IP@ICSE 2019, Montreal, QC, Canada, May 27, 2019 CESSER-IP@ICSE Marcus Ciolkowski, Dusica Marijan, Matthias Galster, Weiyi Shang, Andreas Jedlitschka, Rakesh Shukla, Kanchana Padmanabhan
2018	—	`ed.`	5th IEEE/ACM International Workshop on Software Engineering Research and Industrial Practice, SER&IP@ICSE 2018, Gothenburg, Sweden, May 29, 2018 SER&IP@ICSE Rakesh Shukla, Dusica Marijan, Markus Borg, Ye Yang
2018	J	`jnl`	Certus: an organizational effort towards research-based innovation in software verification and validation. Int. J. Syst. Assur. Eng. Manag. Sagar Sen, Dusica Marijan, Arnaud Gotlieb
2018	C	`conf`	DevOps Enhancement with Continuous Test Optimization. SEKE Dusica Marijan, Sagar Sen
2018	—	`conf`	DevOps Improvements for Reduced Cycle Times with Integrated Test Optimizations for Continuous Integration. COMPSAC (1) Dusica Marijan, Marius Liaaen, Sagar Sen
2018	—	`conf`	Practical selective regression testing with effective redundancy in interleaved tests. ICSE (SEIP) Dusica Marijan, Marius Liaaen
2018	C	`conf`	Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. Software Engineering Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige
2018	J	`jnl`	Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. CoRR Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige
2018	B	`conf`	Stratified Constructive Disjunction and Negation in Constraint Programming. ICTAI Arnaud Gotlieb, Dusica Marijan, Helge Spieker
2018	J	`jnl`	Stratified Constructive Disjunction and Negation in Constraint Programming. CoRR Arnaud Gotlieb, Dusica Marijan, Helge Spieker
2017	—	`conf`	Detecting and Reducing Redundancy in Software Testing for Highly Configurable Systems. HASE Dusica Marijan, Sagar Sen
2017	J	`jnl`	Modeling and Verifying Combinatorial Interactions to Test Data Intensive Systems: Experience at the Norwegian Customs Directorate. IEEE Trans. Reliab. Sagar Sen, Dusica Marijan, Carlo Ieva, Astrid Grime, Atle Sander
2017	A	`conf`	Reinforcement learning for automatic test case prioritization and selection in continuous integration. ISSTA Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige
2017	A	`conf`	TITAN: Test Suite Optimization for Highly Configurable Software. ICST Dusica Marijan, Marius Liaaen, Arnaud Gotlieb, Sagar Sen, Carlo Ieva
2017	—	`conf`	Test Prioritization with Optimally Balanced Configuration Coverage. HASE Dusica Marijan, Marius Liaaen
2017	J	`jnl`	Using Global Constraints to Automate Regression Testing. AI Mag. Arnaud Gotlieb, Dusica Marijan
2016	—	`conf`	A New Approach to Feature-based Test Suite Reduction in Software Product Line Testing. ICSOFT-EA Arnaud Gotlieb, Mats Carlsson, Dusica Marijan, Alexandre Petillon
2016	A*	`conf`	Automated Regression Testing Using Constraint Programming. AAAI Arnaud Gotlieb, Mats Carlsson, Marius Liaaen, Dusica Marijan, Alexandre Petillon
2016	A	`conf`	Effect of Time Window on the Performance of Continuous Regression Testing. ICSME Dusica Marijan, Marius Liaaen
2016	—	`conf`	Improving configurable software testing with statistical test selection. ForMABS@ASE Dusica Marijan
2016	J	`jnl`	Practical minimization of pairwise-covering test configurations using constraint programming. Inf. Softw. Technol. Aymeric Hervieu, Dusica Marijan, Arnaud Gotlieb, Benoit Baudry
2016	—	`conf`	Software Product Line Test Suite Reduction with Constraint Optimization. ICSOFT (Selected Papers) Mats Carlsson, Arnaud Gotlieb, Dusica Marijan
2015	—	`conf`	Evaluating Reconfiguration Impact in Self-Adaptive Systems - An Approach Based on Combinatorial Interaction Testing. EUROMICRO-SEAA Sagar Sen, Stefano Di Alesio, Dusica Marijan, Arnab Sarkar
2015	C	`conf`	Multi-perspective Regression Test Prioritization for Time-Constrained Environments. QRS Dusica Marijan
2015	—	`conf`	Towards More Relational Feature Models. ICSOFT-EA Arnaud Gotlieb, Dusica Marijan, Sagar Sen
2014	A	`conf`	FLOWER: optimal test suite reduction as a network maximum flow. ISSTA Arnaud Gotlieb, Dusica Marijan
2013	B	`conf`	Practical pairwise testing for software product lines. SPLC Dusica Marijan, Arnaud Gotlieb, Sagar Sen, Aymeric Hervieu
2013	—	`conf`	Test Case Prioritization for Continuous Regression Testing: An Industrial Case Study. ICSM Dusica Marijan, Arnaud Gotlieb, Sagar Sen
2012	—	`conf`	A Review of Two Experiences from Applying Model Based Testing in Practice. ISSRE Workshops Dusica Marijan
2011	J	`jnl`	Automated optical inspection system for digital TV sets. EURASIP J. Adv. Signal Process. Ivan Kastelan, Mihajlo Katona, Dusica Marijan, Jan Zloh
2010	—	`conf`	An Approach to Achieving the Reliability in TV Embedded System. SSIRI (Companion) Dusica Marijan, Nikola Teslic, Vukota Pekovic, Tarkan Tekcan
2010	J	`jnl`	Automatic functional TV set failure detection system. IEEE Trans. Consumer Electron. Dusica Marijan, Vladimir Zlokolica, Nikola Teslic, Vukota Pekovic, Tarkan Tekcan
2009	—	`conf`	Quality assessment of digital television picture based on local feature matching. DPS Dusica Marijan, Vladimir Zlokolica, Nikola Teslic, Vukota Pekovic