Dusica Marijan

Orcid: 0000-0001-9345-5431

According to our database1, Dusica Marijan authored at least 58 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning.
IEEE Trans. Intell. Transp. Syst., February, 2024

2023
Comparative study of machine learning test case prioritization for continuous integration testing.
Softw. Qual. J., December, 2023

Reactive buffering window trajectory segmentation: RBW-TS.
J. Big Data, December, 2023

A Survey on Privacy of Health Data Lifecycle: A Taxonomy, Review, and Future Directions.
CoRR, 2023

ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events.
CoRR, 2023

A Survey on Blockchain for Healthcare: Challenges, Benefits, and Future Directions.
IEEE Commun. Surv. Tutorials, 2023

Secure Traversable Event logging for Responsible Identification of Vertically Partitioned Health Data.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models.
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.
ACM Trans. Softw. Eng. Methodol., 2022

Blockchain verification and validation: Techniques, challenges, and research directions.
Comput. Sci. Rev., 2022

Evaluating the Robustness of Deep Reinforcement Learning for Autonomous Policies in a Multi-Agent Urban Driving Environment.
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.
Proceedings of the 29th Asia-Pacific Software Engineering Conference, 2022

Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification.
Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022

2021
Bridging Software Engineering Research and Industrial Practice.
ACM SIGSOFT Softw. Eng. Notes, 2021

Industry-Academia Research Collaborations During and After COVID-19.
ACM SIGSOFT Softw. Eng. Notes, 2021

Industry-Academia research collaboration in software engineering: The Certus model.
Inf. Softw. Technol., 2021

Evaluating the Robustness of Deep Reinforcement Learning for Autonomous and Adversarial Policies in a Multi-agent Urban Driving Environment.
CoRR, 2021

Adversarial Deep Reinforcement Learning for Trustworthy Autonomous Driving Policies.
CoRR, 2021

Blockchain Testing: Challenges, Techniques, and Research Directions.
CoRR, 2021

DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing.
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2021

2020
ITE: A Lightweight Implementation of Stratified Reasoning for Constructive Logical Operators.
Int. J. Artif. Intell. Tools, 2020

Lessons Learned on Research Co-Creation: Making Industry-Academia Collaboration Work.
Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020

Opening the software engineering toolbox for the assessment of trustworthy AI.
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.
Proceedings of the Principles and Practice of Constraint Programming, 2020

Neural Network Classification for Improving Continuous Regression Testing.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2020

Software Testing for Machine Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
A learning algorithm for optimizing continuous integration development and testing practice.
Softw. Pract. Exp., 2019

Implications of Resurgence in Artificial Intelligence for Research Collaborations in Software Engineering.
ACM SIGSOFT Softw. Eng. Notes, 2019

Good Practices in Aligning Software Engineering Research and Industry Practice.
ACM SIGSOFT Softw. Eng. Notes, 2019

Challenges of Testing Machine Learning Based Systems.
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.
Int. J. Syst. Assur. Eng. Manag., 2018

DevOps Enhancement with Continuous Test Optimization.
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.
Proceedings of the Software Engineering und Software Management 2018, 2018

Stratified Constructive Disjunction and Negation in Constraint Programming.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Practical selective regression testing with effective redundancy in interleaved tests.
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.
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.
IEEE Trans. Reliab., 2017

Using Global Constraints to Automate Regression Testing.
AI Mag., 2017

TITAN: Test Suite Optimization for Highly Configurable Software.
Proceedings of the 2017 IEEE International Conference on Software Testing, 2017

Detecting and Reducing Redundancy in Software Testing for Highly Configurable Systems.
Proceedings of the 18th IEEE International Symposium on High Assurance Systems Engineering, 2017

Test Prioritization with Optimally Balanced Configuration Coverage.
Proceedings of the 18th IEEE International Symposium on High Assurance Systems Engineering, 2017

2016
Practical minimization of pairwise-covering test configurations using constraint programming.
Inf. Softw. Technol., 2016

Improving configurable software testing with statistical test selection.
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.
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.
Proceedings of the Software Technologies, 11th International Joint Conference, 2016

Effect of Time Window on the Performance of Continuous Regression Testing.
Proceedings of the 2016 IEEE International Conference on Software Maintenance and Evolution, 2016

Automated Regression Testing Using Constraint Programming.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Multi-perspective Regression Test Prioritization for Time-Constrained Environments.
Proceedings of the 2015 IEEE International Conference on Software Quality, 2015

Towards More Relational Feature Models.
Proceedings of the ICSOFT-EA 2015, 2015

Evaluating Reconfiguration Impact in Self-Adaptive Systems - An Approach Based on Combinatorial Interaction Testing.
Proceedings of the 41st Euromicro Conference on Software Engineering and Advanced Applications, 2015

2014
FLOWER: optimal test suite reduction as a network maximum flow.
Proceedings of the International Symposium on Software Testing and Analysis, 2014

2013
Practical pairwise testing for software product lines.
Proceedings of the 17th International Software Product Line Conference, 2013

Test Case Prioritization for Continuous Regression Testing: An Industrial Case Study.
Proceedings of the 2013 IEEE International Conference on Software Maintenance, 2013

2012
A Review of Two Experiences from Applying Model Based Testing in Practice.
Proceedings of the 23rd IEEE International Symposium on Software Reliability Engineering Workshops, 2012

2011
Automated optical inspection system for digital TV sets.
EURASIP J. Adv. Signal Process., 2011

2010
Automatic functional TV set failure detection system.
IEEE Trans. Consumer Electron., 2010

An Approach to Achieving the Reliability in TV Embedded System.
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.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009


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