1. 2019
  2. Distilling Deep Reinforcement Learning Policies in Soft Decision Trees

    Coppens, Y., Efthymiadis, K., Lenaerts, T. & Nowe, A., 11 Aug 2019, Proceedings of the IJCAI 2019 Workshop on Explainable Artificial Intelligence. Miller, T., Weber, R. & Magazzeni, D. (eds.). p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperResearch

  3. Fleetwide data-enabled reliability improvement of wind turbines

    Verstraeten, T., Nowe, A., Keller, J., Guo, Y., Shen, S. & Helsen, J., Jul 2019, In : Renewable and Sustainable Energy Reviews. 109, p. 428-437 10 p.

    Research output: Contribution to journalArticleResearchpeer-review

  4. Reinforcement Learning 101 with a Virtual Reality Game

    Coppens, Y., Bargiacchi, E. & Nowe, A., 12 Jun 2019, Proceedings of the 1st International Workshop on Education in Artificial Intelligence K-12.

    Research output: Chapter in Book/Report/Conference proceedingConference paperResearch

  5. Predicting disease-causing variant combinations

    Papadimitriou, S., Gazzo, A., Versbraegen, N., Nachtegael, C., Aerts, J., Moreau, Y., Van Dooren, S., Nowé, A., Smits, G. & Lenaerts, T., 11 Jun 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 24, p. 11878-11887 10 p.

    Research output: Contribution to journalArticleResearchpeer-review

  6. Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics

    Steckelmacher, D., Plisnier, H., Roijers, D. & Nowe, A., 8 Jun 2019, (Accepted/In press) Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer, 16 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperResearch

  7. ORVAL: a novel platform for the prediction and exploration of disease-causing oligogenic variant combinations

    Renaux, A., Papadimitriou, S., Versbraegen, N., Nachtegael, C., Boutry, S., Nowé, A., Smits, G. & Lenaerts, T., 31 May 2019, In : Nucleic Acids Research. 47, W1, p. W93–W98 6 p., gkz437.

    Research output: Contribution to journalArticleResearchpeer-review

  8. Deep hybrid approach for 3D plane segmentation

    Gomez Marulanda, F., Libin, P., Verstraeten, T. & Nowe, A., 24 Apr 2019, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Ciaco, Vol. 27. 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperResearch

  9. GuardiaML: Machine Learning-Assisted Dynamic Information Flow Control

    Scull Pupo, A. L., Nicolay, J., Efthymiadis, K., Nowe, A., De Roover, C. & Gonzalez Boix, E., 15 Mar 2019, Proceedings of the 26th International Conference on Software Analysis, Evolution, and Reengineering (SANER 2019). Shihab, E., Lo, D. & Wang, X. (eds.). IEEE, p. 624-628 5 p. 8667979. (SANER 2019 - Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution, and Reengineering).

    Research output: Chapter in Book/Report/Conference proceedingConference paperResearch

  10. Streamlining pre- and intra-hospital care for patients with severe trauma: a white paper from the European Critical Care Foundation

    Longrois, D., Maegele, M., Bersini, H., Crooks, G., Hubloue, I., Nowé, A., Rimensberger, P. C., Sabbe, M., Tilsed, J., Vandemeulebroucke, J., Verhelst, W. & Vincent, J-L., 5 Feb 2019, In : European Journal of Trauma and Emergency Surgery. 45, 1, p. 39-48 10 p.

    Research output: Contribution to journalScientific reviewResearchpeer-review

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