Research output per year
Research output per year
Publications
- 1 - 50 out of 1,082 results
Search results
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2025
Combined engine configuration and speed optimization for fuel savings on cruise ships
Marashian, A., Böling, J. M., Razminia, A., Hyvönen, J., Vettor, R., Gustafsson, W., Pirttikangas, M. & Björkqvist, J., 1 Apr 2025, In: Ocean Engineering. 322, 120387.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Investigating educational solutions in the field of autonomous shipping at Finnish Universities
Morariu, A. R., Tsvetkova, A., Hellström, M., Bolbot, V. & Virtanen, S., May 2025, In: Transportation Research Interdisciplinary Perspectives. 31, 101402.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Requirement falsification for cyber-physical systems using generative models
Peltomäki, J. & Porres, I., Mar 2025, In: Automated Software Engineering. 32, 33.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Standards for enabling On-Ship URLLC
Morariu, A.-R., Strandberg, A., Iancu, B. & Björkqvist, J., 27 Jan 2025, 2024 IEEE Conference on Standards for Communications and Networking, CSCN 2024. IEEE, p. 324-325 (2024 IEEE Conference on Standards for Communications and Networking, CSCN 2024).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Unified Search for Multi-requirement Falsification for Cyber-Physical Systems
Winsten, J. & Porres, I., 2025, (Accepted/In press) 18th IEEE International Conference on Software Testing, Verification and Validation (ICST) 2025. IEEE, 9 p.Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Using Reinforcement Learning for Security Testing: A Systematic Mapping Study
Ahmad, T., Butkovic, M. & Truscan, D., 16 Apr 2025, 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). IEEE, (IEEE International Conference on Software Testing, Verification and Validation Workshops).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
26 Downloads (Pure) -
Using role-play and Hierarchical Task Analysis for designing human-robot interaction
Wingren, M., Andersson, S., Rosenberg, S., Andtfolk, M., Hägglund, S., Jayasingha Arachchige, P. & Nyholm, L., 25 Apr 2025, Social Robotics: 16th International Conference, ICSR + AI 2024, Odense, Denmark, October 23-26, 2024, Proceedings, Part I. Palinko , O., Bodenhagen , L., Cabibihan, J.-J., Fischer , K. & Sabanovic , S. (eds.). Springer, (Lecture Notes in Artificial Intelligence series (LNAI)).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Visual Spectrum-Based Fault Localization for Python Programs Based on the Differentiation of Execution Slices
Khan, S., Sudheerbabu, G., Elena Staicu, B., Ahmad, T. & Truscan, D., 4 Feb 2025, (Accepted/In press).Research output: Contribution to conference › Paper (not published) › peer-review
Open AccessFile9 Downloads (Pure) -
2024
Adaptive test generation for unmanned aerial vehicles using WOGAN-UAV
Winsten, J., Soloviev, V., Peltomäki, J. & Porres, I., 14 Apr 2024, Proceedings - 2024 IEEE/ACM International Workshop on Search-Based and Fuzz Testing, SBFT 2024. ACM, p. 43-44 2 p. (Proceedings - 2024 IEEE/ACM International Workshop on Search-Based and Fuzz Testing, SBFT 2024).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile2 Citations (Scopus)18 Downloads (Pure) -
A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning
Olama, A., Lundell, A., Kronqvist, J., Ahmadi, E. & Camponogara, E., 2024, (Submitted) In: arXiv preprint arXiv:2405.16267.Research output: Contribution to journal › Article › Scientific › peer-review
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AI For Engineers, A Useful But Dangerous Tool
Björkqvist, J., 2024, CDIO Conference proceedings.Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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A Layering Approach with Role-Based Workflow Modelling for the Enterprise Workflow
Yehorova, Y. & Waldén, M., Jul 2024, Proceedings of the 14th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2024. De Rango, F., Werner, F. & Wagner, G. (eds.). Portugal: SCITEPRESS Science And Technology Publications, Vol. 1. p. 266-273 ( SIMULTECH International Conference on Simulation and Modeling Methodologies, Technologies and Applications).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
A Maturity Model for Evaluating Data-Driven Sustainability Management
Sell, A., Björkqvist, J., Hakala, J., Hellman, F., Hu, X., Karlström, O., Lindgren, A., Lundell, A. & Martin-Granizo, A., 28 May 2024, Proceedings of the 37th Bled eConference: Resilience through Digital Innovation: Enabling the Twin Transition . Pucihar , A., Borštnar, M. K., Blatnik, S., Bons, R. W. H., Smit, K. & Heikkilä, M. (eds.). University of Maribor, University Press, p. 211-226Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile117 Downloads (Pure) -
Analysing MLOps and its Applicability in the Maritime Domain through a Systematic Mapping Study
Morariu, A.-R., Ahmad, T., Iancu, B., Poikonen, J. & Björkqvist, J., 26 Aug 2024, 2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems, ICPS 2024. IEEE, p. 1-8 (2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems, ICPS 2024).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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An iterative approach for model-based requirements engineering in large collaborative projects: A detailed experience report
Sadovykh, A., Said, B., Truscan, D. & Bruneliere, H., Jan 2024, In: Science of Computer Programming. 232, p. 103047 26 p., 103047.Research output: Contribution to journal › Article › Scientific › peer-review
1 Citation (Scopus) -
ARCH-COMP 2024 Category Report: Falsification
Khandait, T., Formica, F., Arcaini, P., Chotaliya, S., Fainekos, G., Hekal, A., Kundu, A., Lew, E., Loreti, M., Menghi, C., Nenzi, L., Pedrielli, G., Peltomäki, J., Porres, I., Ray, R., Soloviev, V., Visconti, E., Waga, M. & Zhang, Z., 10 Oct 2024, Proceedings of 11th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH24). EasyChair, Vol. 103. p. 122-144 23 p. (EPiC Series in Computing; vol. 103).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile1 Citation (Scopus)60 Downloads (Pure) -
A Systematic Mapping Study on SDN Controllers for Enhancing Security in IoT Networks
Oredola, C. & Ashraf, A., 27 Dec 2024, 2024 50th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, p. 317-324 8 p. (Proceedings (EUROMICRO Conference on Software Engineering and Advanced Applications)).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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A Systematic Mapping Study on Teaching of Security Concepts in Programming Courses
Torbunova, A., Ashraf, A. & Porres, I., 27 Dec 2024, 2024 50th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, p. 288-295 8 p. (Proceedings (EUROMICRO Conference on Software Engineering and Advanced Applications)).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Contract-Based Design of Dataflow Programs
Wiik, J., 2024, Åbo Akademi.Research output: Types of Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Digitalisation in RoPax ports: a categorisation framework for digital solutions
Tsvetkova, A., Chen Zhou, Y., Wahlström, I., Morariu, A.-R., Iancu, B. & Hellström, M., 2024, In: Maritime Policy and Management. p. 1-24 24 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile26 Downloads (Pure) -
Distributed ℓ0 Sparse Aggregative Optimization.
Olama, A., Carnevale, G., Notarstefano, G. & Camponogara, E., 23 Oct 2024, 2024 IEEE 20th International Conference on Automation Science and Engineering, CASE 2024. IEEE, p. 1747-1752 6 p. (IEEE International Conference on Automation Science and Engineering).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Dynamic Test Case Prioritization in Industrial Test Result Datasets
Torbunova, A., Strandberg, P. E. & Porres, I., 15 Apr 2024, Proceedings - 2024 IEEE/ACM International Conference on Automation of Software Test, AST 2024. ACM, p. 154-158 4 p. (Proceedings - 2024 IEEE/ACM International Conference on Automation of Software Test, AST 2024).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile48 Downloads (Pure) -
Early Detection with Explainability of Network Attacks Using Deep Learning
Ahmad, T. & Truscan, D., 2024, Proceedings - 2024 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2024. IEEE, p. 161-167 (Proceedings - 2024 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2024).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Explainability in Deep Learning Segmentation Models for Breast Cancer by Analogy with Texture Analysis
Billah, M. M., Manandhar, P., Krishan, S., Cedillo, A., Rexha, H., Lafond, S., Benke, K. K., Azimi, S. & Arslan, J., 1 Jul 2024, (Submitted) Medical Imaging with Deep Learning (MIDL 2024). Paris, France, (Proceedings of Machine Learning Research).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Investigation of student perspectives on curriculum needs for autonomous shipping
Tsvetkova, A., Morariu, A.-R., Hellström, M., Bolbot, V. & Virtanen, S., 13 Jun 2024, Proceedings of the 20th International CDIO Conference, ESPRIT, Tunis, Tunisia, June 10-13 2024. Bettaieb, L., Ajailia, N., Bennedsen, J., Edström, K., Singh, M. N., Lyng, R., Maynard, N., Malmqvist, J. & Byström, F. (eds.). CDIO, 14 p. (Proceedings of the International CDIO Conference).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
Iterative Optimization of Hyperparameter-based Metamorphic Transformations
Sudheerbabu, G., Ahmad, T., Truscan, D., Vain, J. & Porres, I., 17 Sept 2024, Proceedings - 2024 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2024. IEEE, p. 13-20 (Proceedings - 2024 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2024).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Localizer: A Visual Debugging Assistant for Python Programs
Khan, S., Sudheerbabu, G., Truscan, D. & Ahmad, T., 13 Sept 2024, DEBT 2024 - Proceedings of the 2nd ACM International Workshop on Future Debugging Techniques, Co-located with: ISSTA 2024. Boix, E. G. & Scholliers, C. (eds.). New York, NY, USA: ACM, p. 34–35 (DEBT 2024 - Proceedings of the 2nd ACM International Workshop on Future Debugging Techniques, Co-located with: ISSTA 2024).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile6 Downloads (Pure) -
Message from the ITEQS 2024 Workshop Chairs ICSTW 2024
Saadatmand, M., Truscan, D. & Enoiu, E. P., 2024, 2 p. IEEE.Research output: Other contribution
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Navigating the future: AI and co-simulation for green shipping
Iancu, B., Lafond, S. & Rexha, H., 2024, In: Port Technology International. 140, p. 42-45 4 p.Research output: Contribution to journal › Article › Professional
Open Access -
Optimizing Cruise Ship Speed Incorporating Weather and Hotel Load Factors
Marashian, A., Waris, A., Razminia, A., Böling, J., Manderbacka, T., Vettor, R., Huotari, J., Gustafsson, W., Pirttikangas, M., Stigler, C., Björkqvist, J. & Manngård, M., 24 Jul 2024, 2024 European Control Conference, ECC 2024. the Institute of Electrical and Electronics Engineers, Inc., p. 1642-1647 6 p. (2024 European Control Conference, ECC 2024).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Signal-free Path-free Intersection Control for Connected Vehicles under Automated Driving
Ahmadi, E., Olama, A., Carlson, R. C. & Camponogara, E., 8 May 2024, In: IEEE Transactions on Intelligent Vehicles. p. 1-13 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access1 Citation (Scopus) -
Smart Assistants for Enhancing System Security and Resilience
Andrey, S., Truscan, D., Schneider, M., Mallouli, W., Cavalli, A., Seceleanu, C. & Ahmad, T., 2024, Communication Papers of the 19th Conference on Computer Science and Intelligence Systems (FedCSIS). Polskie Towarzystwo Informatyczne, p. 151-158 (Annals of computer science and information systems; vol. 41).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile25 Downloads (Pure) -
Steering towards sustainability: the impact of autonomous shipping on achieving sustainable development goals
Tsvetkova, A., Wróbel, K., Morariu, A.-R., Hellström, M. & Björkqvist, J., 2024, In: Journal of Physics: Conference Series. 2867, 1, 012014.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile36 Downloads (Pure) -
Testing cyber-physical systems with explicit output coverage
Peltomäki, J., Winsten, J., Methais, M. & Porres, I., 17 Sept 2024, Proceedings - 2024 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2024. IEEE, p. 128-136 (Proceedings - 2024 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2024).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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2023
A Benchmark for Maritime Object Detection with Centernet on an Improved Dataset, ABOships-PLUS
Iancu, B., Winsten, J., Soloviev, V. & Lilius, J., 22 Aug 2023, In: Journal of Marine Science and Engineering. 11, 9, 18 p., 1638.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)76 Downloads (Pure) -
An Evaluation of Transformer Models for Early Intrusion Detection in Cloud Continuum
Islam, M. M., Ahmad, T. & Truscan, D., 2023, Proceedings - 2023 IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2023. IEEE, p. 279-284 6 p. (Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
1 Citation (Scopus) -
Application of reinforcement learning for energy consumption optimization of district heating system
Deng, J., Eklund, M., Sierla, S., Savolainen, J., Niemistö, H., Karhela, T. & Vyatkin, V., 2023, 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE). IEEE, ( Proceedings of the IEEE International Symposium on Industrial Electronics).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile38 Downloads (Pure) -
ARCH-COMP 2023 Category Report: Falsification
Menghi, C., Arcaini, P., Baptista, W., Ernst, G., Fainekos, G., Formica, F., Gon, S., Khandait, T., Kundu, A., Pedrielli, G., Peltomäki, J., Porres, I., Ray, R., Waga, M. & Zhang, Z., 2023, Proceedings of 10th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH23). EasyChair, p. 151-169 (EPiC Series in Computing; vol. 96).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile10 Citations (Scopus)130 Downloads (Pure) -
CyberSecurity in a DevOps Environment: From Requirements to Monitoring
Sadovykh, A. (Editor), Truscan, D. (Editor), Mallouli, W. (Editor), Cavalli, A. R. (Editor), Seceleanu, C. (Editor) & Bagnto, A., Dec 2023, Springer. 324 p.Research output: Book/Journal/Report › Edited Book/Edited Journal › Scientific › peer-review
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Data Sharing in RoPax Ports: Challenges and Opportunities
Iancu, B., Morariu, A.-R., Chen, Y., Wahlström, I., Tsvetkova, A. & Lilius, J., Jun 2023, Proceedings of the 33rd Conference of Open Innovations Association FRUCT, FRUCT 2023. Balandin, S., Kvet, M. & Shatalova, T. (eds.). IEEE, p. 85-94 10 p.Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
2 Citations (Scopus)11 Downloads (Pure) -
Deep reinforcement learning for fuel cost optimization in district heating
Deng, J., Eklund, M., Sierla, S., Savolainen, J., Niemistö, H., Karhela, T. & Vyatkin, V., Dec 2023, In: Sustainable Cities and Society. 99, 104955.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)34 Downloads (Pure) -
Digitalisation in RoPax Ports: The Typology of Available Solutions
Tsvetkova, A., Chen, Y., Wahlström, I., Morariu, A.-R., Iancu, B. & Hellström, M., 2023, 36th Bled eConference: Digital Economy and Society: The Balancing Act for Digital Innovation in Times of Instability. Pucihar, A., Borstnar, M. K., Bons, R., Bons, R., Ongena, G., Heikkila, M. & Vidmar, D. (eds.). University of Maribor Press, p. 107-122 16 p.Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile61 Downloads (Pure) -
EARLY: A Tool for Real-Time Security Attack Detection
Ahmad, T., Truscan, D. & Vain, J., Dec 2023, CyberSecurity in a DevOps Environment : From Requirements to Monitoring. Sadovykh, A., Truscan, D., Mallouli, W., Cavalli, A. R., Seceleanu, C. & Bagnato, A. (eds.). Springer, p. 225-251Research output: Chapter in Book/Conference proceeding › Chapter › Scientific › peer-review
Open AccessFile2 Citations (Scopus)42 Downloads (Pure) -
Effect of substrate heterogeneity and topology on epithelial tissue growth dynamics
Mazarei, M., Åström, J., Westerholm, J. & Karttunen, M., 13 Nov 2023, In: Physical Review E. 108, 5, 054405.Research output: Contribution to journal › Article › Scientific › peer-review
1 Citation (Scopus) -
Efficient Early Anomaly Detection of Network Security Attacks Using Deep Learning
Ahmad, T. & Truscan, D., Aug 2023, Proceedings of the 2023 IEEE International Conference on Cyber Security and Resilience, CSR 2023. IEEE, p. 154-159 (Proceedings of the 2023 IEEE International Conference on Cyber Security and Resilience, CSR 2023).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
Open AccessFile2 Citations (Scopus)114 Downloads (Pure) -
Energy Aware Runtime Systems for Elastic Stream Processing Platforms
Rexha, H., 2023, Åbo: Åbo Akademi.Research output: Types of Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Environmental stiffness restores mechanical homeostasis in vimentin-depleted cells
Grolleman, J., van Engeland, N. C. A., Raza, M., Azimi, S., Conte, V., Sahlgren, C. M. & Bouten, C. V. C., 26 Oct 2023, In: Scientific Reports. 13, 12 p., 18374.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)33 Downloads (Pure) -
Identifying gender bias in blockbuster movies through the lens of machine learning
Haris, M. J., Upreti, A., Kurtaran, M., Ginter, F., Lafond, S. & Azimi, S., Dec 2023, In: Humanities & Social Sciences Communications. 10, 1, 94.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)130 Downloads (Pure) -
Message from ITEQS 2023 Workshop Chairs
Saadatmand, M., Truscan, D. & Enoiu, E., 2023Research output: Other contribution
Open Access -
Metamorphic Testing for Verification and Fault Localization in Industrial Control Systems
Chariyarupadannayil Sudheerbabu, G., Ahmad, T., Truscan, D. & Vain, J., 2023, CyberSecurity in a DevOps Environment : From Requirements to Monitoring. Sadovykh, A., Truscan, D., Mallouli, W., Cavalli, A. R., Seceleanu, C. & Bagnato, A. (eds.). Springer, p. 127-159Research output: Chapter in Book/Conference proceeding › Chapter › Scientific › peer-review
Open AccessFile2 Citations (Scopus)5 Downloads (Pure)