Dusica Marijan

D. Altan, D. Marijan and T. Kholodna

Deep learning-based vessel traffic prediction using historical density and wave features

17th International Conference on Agents and Artificial Intelligence (ICAART)

S. Bose

Traversable Ledger for Responsible Data Sharing and Access Control in Health Research

MDPI Information

D. Altan, D. Marijan and T. Kholodna

Global deep learning-based maritime anomaly detection with transformed features derived from passage plans

TBA

A. Sharif and D. Marijan

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

Journal of Intelligent Transportation Systems

B. Zaman, D. Marijan and T. Kholodna

Online Ornstein–Uhlenbeck based anomaly detection and behavior classification using AIS data in maritime

Ocean Engineering

S. Bose and D. Marijan

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

ACM Computing Surveys

B. Zaman, D. Altan, D. Marijan and T. Kholodna

Reactive buffering window trajectory segmentation: RBW-TS

Journal of Big Data

A. Sharif and D. Marijan

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

IEEE Transactions on Software Engineering (TSE)

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. 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. Marijan

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

Software Quality Journal

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

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

CIKM '23: Proceedings of the 32nd ACM 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

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)

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

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)

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. Gotlieb, D. Marijan and H. Spieker

Testing Industrial Robotic Systems: A New Battlefield!

Software Engineering for Robotics

A. Gotlieb, D. Marijan and H. Spieker

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

International Journal on Artificial Intelligence Tools

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. 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

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

Seventh International Workshop on Software Engineering Research and Industrial Practice

International Conference on Software Engineering (ICSE)

C. Lal and D. Marijan

Blockchain for Healthcare: Opportunities, Challenges, and Future Directions

D. Marijan

Requirements collection for the AI4EU platform development

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

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

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. 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)

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

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

Statistics AIS Dataset from Statsat

Simula Research Laboratory

A. Gotlieb and D. Marijan

The TSAR Project

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

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

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)

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)

D. Marijan

Practical selective regression testing with effective redundancy in interleaved tests

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

B. Zaman, D. Marijan and T. Kholodna

Ship Fuel Consumption Estimation and Optimization Methods in Maritime: Review, Challenges, and Future Directions

Journal of Marine Science and Engineering

D. Marijan and A. Gotlieb

Research report on test configuration generation