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  • 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 › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    9 Downloads (Pure)

  • AI For Engineers, A Useful But Dangerous Tool

    Björkqvist, J., 2024, CDIO Conference proceedings.

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  • 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. 211-226

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
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    82 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, (2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems, ICPS 2024).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  • 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, p. 122-144 23 p. (EPiC Series in Computing; vol. 103).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
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  • 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). IEEE, p. 1747-1752 6 p. (IEEE International Conference on Automation Science and Engineering (CASE)).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

  • 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 › Conference contribution › Scientific › peer-review

    Open Access
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    23 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 › Conference contribution › Scientific › peer-review

  • 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. Bettaieb, L., Lyng, R., Maynard, N., Malmqvist, J., Bennedsen, J., Edström, K., Singh, M. N., Ajailia, N. & El Kadhi, N. (eds.). CDIO, 14 p.

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access

  • 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 › Conference contribution › Scientific › peer-review

  • 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 › Conference contribution › Scientific › peer-review

    Open Access
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    2 Downloads (Pure)

  • 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 › Conference contribution › Scientific › peer-review

    Open Access
    File

  • 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 › Conference contribution › Scientific › peer-review

  • 2023

    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 › Conference contribution › Scientific › peer-review

  • 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 › Conference contribution › Scientific › peer-review

    Open Access
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    23 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 › Conference contribution › Scientific › peer-review

    Open Access
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    7 Citations (Scopus)
    81 Downloads (Pure)

  • 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 › Conference contribution › Scientific › peer-review

    11 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 › Conference contribution › Scientific › peer-review

    Open Access
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    48 Downloads (Pure)

  • 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 › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    85 Downloads (Pure)

  • Preliminary Results in Using Attention for Increasing Attack Identification Efficiency

    Ahmad, T., Truscan, D. & Vain, J., May 2023, Proceedings - 2023 IEEE 16th International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2023. IEEE, p. 159-164 6 p. (IEEE International Conference on Software Testing, Verification and Validation Workshops).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    134 Downloads (Pure)

  • SBFT Tool Competition 2023 - Cyber-Physical Systems Track

    Biagiola, M., Klikovits, S., Peltomäki, J. & Riccio, V., 2023, 2023 IEEE/ACM International Workshop on Search-Based and Fuzz Testing (SBFT). IEEE, p. 45-48

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    22 Citations (Scopus)

  • Stakeholders’ Experiences of and Expectations for Robot Accents in a Dental Care Simulation: A Finland-Swedish Case Study

    Hägglund, S., Tigerstedt, C., Biström, D., Wingren, M., Andersson, S., Kuvaja Adolfsson, K., Penttinen, J. & Espinosa-Leal, L., 9 Jan 2023, Social Robots in Social Institutions - Proceedings of Robophilosophy 2022: Proceedings of RoboPhilosophy 2022. Hakli, R., Mäkelä, P. & Seibt, J. (eds.). 1 ed. IOS Press, Vol. 366. p. 125-134 (Frontiers in Artificial Intelligence and Applications; vol. 366).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    2 Citations (Scopus)

  • The Green Energy Transition - a Case for Lifelong Learning

    Björkqvist, J., Hellström, M., Morariu, A.-R. & Roslöf, J., 2023, Proceedings of the 19th International CDIO Conference. Lyng, R., Bennedsen, J., Bettaieb, L., Bodsberg, N. R., Edström, K., Guðjónsdóttir, M. S., Roslöf, J., Solbjørg, O. K. & Øien, G. (eds.). Trondheim, Norge: Norwegian University of Science and Technology (NTNU), p. 746-758 13 p. (Proceedings of the International CDIO Conference; vol. 19).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
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    69 Downloads (Pure)

  • Under Trial: Evolved Service-Based Architecture Platform for Mobile Telecommunication Networks

    Robitzsch, S., Ribes, J., Gomes, A. S., Rexha, H., Cordeiro, L., Al-Hares, M. K., Corici, M. & Gomez-Barquero, D., Mar 2023, 2022 IEEE Future Networks World Forum (FNWF). IEEE, p. 694-700 7 p.

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific

    1 Citation (Scopus)

  • VeriDevOps Software Methodology: Security Verification and Validation for DevOps Practices

    Enoiu, E. P., Truscan, D., Andrey, S. & Mallouli, W., 29 Aug 2023, ARES 2023 - 18th International Conference on Availability, Reliability and Security, Proceedings. ACM, p. 1-9 135. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    102 Downloads (Pure)

  • WOGAN at the SBFT 2023 Tool Competition - Cyber-Physical Systems Track

    Winsten, J. & Porres, I., 2023, 2023 IEEE/ACM International Workshop on Search-Based and Fuzz Testing (SBFT). IEEE, p. 43-44

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    7 Citations (Scopus)
  • 2022

    Adaptive data predictions for the energy sector at national level

    Vezeteu, P. V., Morariu, A. R. & Năstac, D. I., 2022, 2021 IEEE 27th International Symposium for Design and Technology in Electronic Packaging (SIITME): Conference Proceedings. IEEE, p. 292-297 6 p. (International Symposium for Design and Technology of Electronics Packages (SIITME)).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    123 Downloads (Pure)

  • Addressing challenges of hybrid capstone projects in a pandemic environment

    Björkqvist, J., Sell, A. & Truscan, D., Jun 2022, 18th CDIO International Conference Proceedings. Reykjavik University, Iceland, (Proceedings of the International CDIO Conference).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
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    33 Downloads (Pure)

  • A High SIR Low-overhead Implementation of Single-channel Speech Source Separation

    Nwaogo, L. & Björkqvist, J., 22 Jul 2022, 2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM). IEEE, p. 440-444

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
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    46 Downloads (Pure)

  • A Two-phase Metamorphic Approach for Testing Industrial Control Systems

    Sudheerbabu, G., Ahmad, T., Sebek, F., Truscan, D., Vain, J. & Porres, I., 2022, 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE, (IEEE International Conference on Emerging Technologies and Factory Automation, ETFA; vol. 2022-September).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    3 Citations (Scopus)

  • Distributed Simulations of DNA Multi-strand Dynamics

    Spencer, F., Sanwal, U. & Czeizler, E., 2022, Proceedings of the 12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. Wagner, G., Werner, F. & De Rango, F. (eds.). SCITEPRESS Science And Technology Publications, p. 234-243 10 p. (SIMULTECH International Conference on Simulation and Modeling Methodologies, Technologies and Applications).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access

  • Early Detection of Network Attacks Using Deep Learning

    Ahmad, T., Truscan, D., Vain, J. & Porres, I., 2022, 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). IEEE, p. 30-39 10 p.

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    14 Citations (Scopus)
    64 Downloads (Pure)

  • Eigendecomposition-based reformulations for convex MINLP in the SHOT solver

    Kronqvist, J. & Lundell, A., Sept 2022, Journal of Global Optimization: Special Issue on Global Optimization: HUGO. Springer, p. 107-110 4 p. ( Journal of Global Optimization).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific

  • Engine Vibration Anomaly Detection in Vessel Engine Room

    Morariu, A.-R., Björkqvist, J. & Lund, W., 2022, 11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes. 6 ed. Elsevier, Vol. 55. p. 465-469 (IFAC-PapersOnLine; vol. 55).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    39 Downloads (Pure)

  • Evaluating System Identification Methods for Predicting Thermal Dissipation of Heterogeneous SoCs

    Öhrling, J., Lafond, S. & Truscan, D., 2022, Embedded Computer Systems: Architectures, Modeling, and Simulation. SAMOS 2021. . Springer, p. 144-160 17 p. ( Lecture Notes in Computer Science; vol. 13227).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
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    43 Downloads (Pure)

  • Falsification of Multiple Requirements for Cyber-Physical Systems Using Online Generative Adversarial Networks and Multi-Armed Bandits

    Peltomäki, J. & Porres, I., 2022, 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). IEEE, p. 21-28 (IEEE International Conference on Software Testing, Verification and Validation Workshops).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    5 Citations (Scopus)

  • Message from the ITEQS 2022 Workshop Chairs

    Saadatmand, M., Truscan, D. & Enoiu, E. P., 2022, 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). IEEE, p. xii 1 p.

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific

    Open Access

  • On solving MINLP problems with nonconvex signomials in SHOT

    Lundell, A. & Kronqvist, J., Sept 2022, Journal of Global Optimization: Special Issue on Global Optimization: HUGO. Springer, p. 129-132 4 p. (Journal of global optimization).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific

  • Practices for Data Sharing: An Empirical Survey

    Morariu, A.-R., Iancu, B. & Björkqvist, J., Nov 2022, Data Analytics 2022 : The Eleventh International Conference on Data Analytics. Valencia: IARIA, p. 27-32 6 p. (Data Analytics).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    39 Downloads (Pure)

  • Rating consistency is consistently underrated: an exploratory analysis of movie-tag rating inconsistency

    Kotkov, D., Medlar, A., Satyal, U. R., Maslov, A., Neovius, M. & Glowacka, D., 2022, The 37th ACM/SIGAPP Symposium on Applied Computing (SAC ’22). New York: ACM, p. 1355–1364 10 p.

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    2 Citations (Scopus)

  • SimuShips - A High Resolution Simulation Dataset for Ship Detection with Precise Annotations

    Raza, M., Prokopova, H., Huseynzade, S., Azimi, S. & Lafond, S., 2022, OCEANS 2022, Hampton Roads. IEEE, p. 1-5 5 p. (Oceans).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    27 Downloads (Pure)

  • The Tag Genome Dataset for Books

    Kotkov, D., Medlar, A., Maslov, A., Satyal, U. R., Neovius, M. & Glowacka, D., 2022, Proceedings of the 2022 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR ’22): March 14–18, 2022, Regensburg, Germany. New York: ACM, p. 353–357

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    8 Citations (Scopus)

  • Wasserstein generative adversarial networks for online test generation for cyber physical systems

    Peltomäki, J., Spencer, F. & Porres, I., 2022, The 15th Search-Based Software Testing Workshop SBST 2022 . IEEE, p. 1-5

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    9 Citations (Scopus)

  • WOGAN at the SBST 2022 CPS tool competition

    Peltomäki, J., Spencer, F. & Porres, I., 2022, 2022 IEEE/ACM 15th International Workshop on Search-Based Software Testing (SBST). IEEE, p. 53-54

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    9 Citations (Scopus)
  • 2021

    Applying Model-based Requirements Engineering in Three Large European Collaborative Projects: An Experience Report

    Sadovykh, A., Truscan, D. & Bruneliere, H., 2021, 2021 IEEE 29th International Requirements Engineering Conference (RE). Los Alamitos, CA, USA: IEEE, p. 367-377 11 p.

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
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    8 Citations (Scopus)
    41 Downloads (Pure)

  • A software quality course: the breadth approach

    Petre, L., 2021, Quality of Information and Communications Technology. Paiva, A. C. R., Cavalli, A. R., Ventura Martins, P. & Pérez-Castillo, R. (eds.). Springer, p. 536-552 17 p. (Communications in Computer and Information Science; vol. 1439).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
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    63 Downloads (Pure)

  • A Systematic Mapping Study on Edge Computing Approaches for Maritime Applications

    Morariu, A.-R., Ashraf, A. & Björkqvist, J., Sept 2021, Proceedings - 2021 47th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2021. Baldassarre, M. T., Scanniello, G. & Skavhaug, A. (eds.). IEEE, p. 37-44 8 p. (Proceedings - 2021 47th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2021).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    4 Citations (Scopus)
    75 Downloads (Pure)

  • Data collection and utilization framework for edge AI applications

    Rexha, H. & Lafond, S., 2021, 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN) . IEEE, p. 105-108 4 p. 9474354

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    42 Downloads (Pure)

  • Enabling fast exploration and validation of thermal dissipation requirements for heterogeneous SoCs

    Öhrling, J., Truscan, D. & Lafond, S., May 2021, Proceedings - 2021 IEEE 14th International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2021. IEEE, p. 114-123 10 p. 9440167

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    22 Downloads (Pure)

  • From digitalized education to Covid-19 restricted education: Challenges and differences

    Björkqvist, J. & Hämäläinen, T., 2021, Proceedings of the 17th International CDIO Conference. Chulalongkorn University & Rajamangala University of Technology, p. 722-730 (Proceedings of the International CDIO Conference ).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    30 Downloads (Pure)