Dusica Marijan

S. Bose and D. Marijan

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

IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

P. M. Ness, D. Marijan and S. Bose

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

International Conference on Information and Knowledge Management

M. S. Arbabi, C. Lal, N. R. Veeraragavan, D. Marijan, J. F. Nygård and R. Vitenberg

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

IEEE Communications Surveys & Tutorials

B. Zaman, D. Marijan and T. Kholodna

Interpolation-Based Inference of Vessel Trajectory Waypoints from Sparse AIS Data in Maritime

Journal of Marine Science and Engineering

D. Altan, D. Marijan and T. Kholodna

SafeWay: Improving the Safety of Autonomous Waypoint Detection in Maritime using Transformer and Interpolation

Maritime Transport Research

D. Marijan

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

Software Quality Journal

A. Sharif and D. Marijan

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

IEEE Transactions on Software Engineering (TSE)

P. Bernabé, A. Gotlieb, B. Legeard, D. Marijan, F. O. Sem-Jacobsen and H. Spieker

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

IEEE Transactions on Intelligent Transportation Systems

D. Altan, D. Marijan and T. Kholodna

SafeWay: Improving the safety of autonomous waypoint detection in maritime using transformer and interpolation

Maritime Transport Research

P. M. Ness, D. Marijan and S. Bose

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

ACM International Conference on Information and Knowledge Management

D. Marijan and C. Lal

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

Computer Science Review

D. Marijan and S. Sen

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

ACM Transactions on Software Engineering and Methodology

D. Altan, M. Etemad, D. Marijan and T. Kholodna

Discovering Gateway Ports in Maritime using Temporal Graph Neural Network Port Classification

35th Canadian Conference on Artificial Intelligence

A. Sharif and D. Marijan

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

29th Asia-Pacific Software Engineering Conference (APSEC)

A. Sharif

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

22nd IEEE International Conference on Software Quality, Reliability, and Security (QRS)

A. Gotlieb, D. Marijan and H. Spieker

Testing Industrial Robotic Systems: A New Battlefield!

Software Engineering for Robotics

D. Marijan, C. Bansal and T. Lopez

Industry-Academia Research Collaborations During and After COVID-19

ACM SIGSOFT Software Engineering Notes

D. Marijan, T. Zimmermann, M. Ham and B. Selic

Bridging Software Engineering Research and Industrial Practice

ACM SIGSOFT Software Engineering Notes

D. Marijan and A. Gotlieb

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

Information and Software Technology

M. K. Ahuja, M. B. Belaid, P. Bernabé, A. Gotlieb, D. Marijan, A. Sharif and H. Spieker

Improving the Reliability of Autonomous Software Systems through Metamorphic Testing

Proceedings of the 31st European Safety and Reliability Conference (ESREL)

A. Sharif, D. Marijan and M. Liaaen

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

2021 IEEE International Conference on Software Maintenance and Evolution (ICSME)

D. Marijan, T. Zimmermann, M. Ham and B. Selic

Seventh International Workshop on Software Engineering Research and Industrial Practice

International Conference on Software Engineering (ICSE)

A. Gotlieb, D. Marijan and H. Spieker

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

International Journal on Artificial Intelligence Tools

M. K. Ahuja, M. B. Belaid, P. Bernabé, M. Collet, A. Gotlieb, C. Lal, D. Marijan, S. Sen, A. Sharif and H. Spieker

Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI

1st International Workshop on New Foundations for Human-Centered AI @ ECAI 2020

D. Marijan and A. Gotlieb

Software Testing for Machine Learning

The Thirty-Fourth AAAI Conference on Artificial Intelligence

D. Marijan, A. Gotlieb and A. Sapkota

Neural Network Classification for Improving Continuous Regression Testing

The IEEE Second International Conference On Artificial Intelligence Testing (AITest 2020)

D. Marijan and A. Gotlieb

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

The 46th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)

M. Collet, A. Gotlieb, N. Lazaar, M. Carlsson, D. Marijan and M. Mossige

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

International Conference on Principles and Practice of Constraint Programming

D. Marijan

Requirements collection for the AI4EU platform development

Big Data Value Forum, 3-5 November, Berlin, Germany

C. Lal and D. Marijan

Blockchain for Healthcare: Opportunities, Challenges, and Future Directions

M. C. A. 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

International Conference on Software Engineering (ICSE)

D. Marijan and S. Sen

Good Practices in Aligning Software Engineering Research and Industry Practice

ACM SIGSOFT Software Engineering Notes

D. Marijan, W. Shang and R. Shukla

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

ACM SIGSOFT Software Engineering Notes

D. Marijan, A. Gotlieb and M. Liaaen

A learning algorithm for optimizing continuous integration development and testing practice

Software: Practice and Experience

A. Gotlieb and D. Marijan

The TSAR Project

14th Certus User Partner Workshop, Sep. 2019, Larvik, Norway

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

Statistics AIS Dataset from Statsat

Simula Research Laboratory

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

Challenges of Testing Machine Learning Based Systems

Proceedings of the 1st IEEE Artificial Intelligence Testing Conference (AI Test 2019)

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

Survey on Testing of Deep Learning Systems

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

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

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

Fifth International Workshop on Software Engineering Research and Industrial Practice

International Conference on Software Engineering (ICSE)

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

D. Marijan

Practical selective regression testing with effective redundancy in interleaved tests

International Conference on Software Engineering (ICSE), Gothenburg, Sweden

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

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

Gesellschaft für Informatik Software Engineering Conference 2018 (SE18), Ulm, Germany

D. Marijan and M. Liaaen

Practical Selective Regression Testing with Effective Redundancy in Interleaved Tests

Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP'18)

D. Marijan, S. Sen and M. Liaaen

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

2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC)

D. Marijan and S. Sen

DevOps Enhancement with Continuous Test Optimization

The 30th International Conference on Software Engineering and Knowledge Engineering (SEKE)

A. Gotlieb, D. Marijan and H. Spieker

Stratified Constructive Disjunction and Negation in Constraint Programming

Proc. of IEEE Int. Conf. on Tools with Artificial Intelligence (ICTAI-18). Volos, Greece. Nov. 2018

M. Carlsson, A. Gotlieb and D. Marijan

Software Product Line Test Suite Reduction with Constraint Optimization

Software Technologies

A. Gotlieb and D. Marijan

Using Global Constraints to Automate Regression Testing

AI Magazine

S. Sen, D. Marijan, C. Ieva, A. Grime and A. Sander

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

IEEE Transactions on Reliability

D. Marijan and M. Liaaen

Test Prioritization with Optimally Balanced Configuration Coverage

IEEE International Symposium on High Assurance Systems Engineering

D. Marijan and S. Sen

Detecting and Reducing Redundancy in Software Testing for Highly Configurable Systems

IEEE International Symposium on High Assurance Systems Engineering

D. Marijan, A. Gotlieb, M. Liaaen, S. Sen and C. Ieva

TITAN: Test Suite Optimization for Highly Configurable Software

International Conference on Software Testing, Verification and Validation (ICST 2017)

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

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

Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis

S. Sen, D. Marijan, C. Ieva, A. Grime and A. Sander

Modelling and Verifying Combinatorial Interactions to Test Data Intensive Systems: Experience with Optimal Archiving at the Norwegian Customs and Excise Directorate

IEEE Transaction on Reliability

A. Hervieu, D. Marijan, A. Gotlieb and B. Baudry

Practical Minimization of Pairwise-Covering Test Configurations Using Constraint Programming

Information and Software Technology

A. Gotlieb, M. Carlsson, M. Liaaen, D. Marijan and A. Petillon

Automated Regression Testing Using Constraint Programming

Twenty-Eighth Conference on Innovative Applications of Artificial Intelligence (IAAI-16), Phoenix, AZ, USA, Feb. 2016

A. Gotlieb, M. Carlsson, D. Marijan and A. Petillon

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

ICSOFT-EA 2016, 11th Int. Conf. on Software Engineering and Applications, Lisbon, July 2016, Awarded Best Paper

D. Marijan and M. Liaaen

Effect of Time Window on the Performance of Continuous Regression Testing

32nd IEEE International Conference on Software Maintenance and Evolution (ICSME)

D. Marijan

Improving Configurable Software Testing with Statistical Test Selection

31st IEEE/ACM International Conference on Automated Software Engineering (ASE) Workshops

D. Marijan and M. Liaaen

Coverage-based Test Prioritization for Regression Testing of Configurable Software

IEEE 27th International Symposium on Software Reliability Engineering (ISSRE)

S. Sen, D. Marijan and A. Gotlieb

Certus: Glimpses of a Centre for Research-Based Innovation in Software Verification and Validation

International Journal of System Assurance Engineering and Management

S. Sen, S. Di Alesio, D. Marijan and A. Sarkar

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

The 41st Euromicro Conference on Software Engineering and Advanced Applications (SEAA). Madeira, Portugal, August 26-28

A. Gotlieb, D. Marijan and S. Sen

Towards More Relational Feature Models

ICSOFT-EA 2015 - Proceedings of the 10th International Conference on Software Engineering and Applications, Colmar, Alsace, France, 20-22 July.

D. Marijan

Multi-perspective Regression Test Prioritization for Time-Constrained Environments

IEEE International Conference on Software Quality, Reliability and Security

A. Gotlieb and D. Marijan

FLOWER: Optimal Test Suite Reduction As a Network Maximum Flow

Proceedings of Int. Symp. on Soft. Testing and Analysis (ISSTA'14), San José, CA, USA, Jul. 2014

D. Marijan

Variability Testing of Highly-Configurable Software

The Norwegian Computer Society

D. Marijan, A. Gotlieb, A. Hervieu and S. Sen

Practical Pairwise Testing for Software Product Lines

Proceedings of the International Software Product Line Conference (SPLC)

D. Marijan, A. Gotlieb and S. Sen

Test Case Prioritization for Continuous Regression Testing: an Industrial Case Study

Proceedings of the International Conference on Software Maintenance (ICSM)

D. Marijan

Managing Test Configurations in High-Variability Testing Environments With TITAN and Pure::variants

pure::variants Solutions Forum, SPLC

S. Sen, C. Ieva, D. Marijan, A. Sarkar and A. Gotlieb

Test Selection Based on Data Interactions in Data-Intensive Systems

D. Marijan

A Review of Two Experiences From Applying Model Based Testing in Practice

International Symposium on Software Reliability Engineering Workshops (ISSREW)

D. Marijan and A. Gotlieb

Research report on test configuration generation