1. 2018
  2. Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees

    Soemers, D., Brys, T., Driessens, K., Winands, M. & Nowe, A., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 7831-7836 6 p.

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

  3. Fleet-wide condition monitoring combining vibration signal processing and machine learning rolled out in a cloudcomputing environment

    Helsen, J., Peeters, C., Verstraeten, T., Gioia, N. & Nowe, A., 2018, Fleet-wide condition monitoring combining vibration signal processing and machine learning rolled out in a cloudcomputing environment. p. 1-6 6 p.

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

  4. Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems

    Bargiacchi, E., Verstraeten, T., Roijers, D., Nowe, A. & van Hasselt, H., 2018.

    Research output: Unpublished contribution to conferencePosterResearch

  5. Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems

    Bargiacchi, E., Verstraeten, T., Roijers, D., Nowe, A. & van Hasselt, H., 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). Vol. 2. p. 810-818 9 p.

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

  6. NRGcoin—A Blockchain-based Reward Mechanism for Both Production and Consumption of Renewable Energy

    Mihaylov, M. E., Razo-Zapata, I. & Nowe, A., 2018, Transforming Climate Finance and Green Investment with Blockchains. Academic Press, p. 111-131 21 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

  7. 2017
  8. PhyloGeoTool: interactively exploring large phylogenies in an epidemiological context

    Libin, P., Vanden Eynden, E., Incardona, F., Nowé, A., Bezenchek, A., Sönnerborg, A., Vandamme, A-M., EucoHIV Study Group, Theys, K. & Baele, G., 15 Dec 2017, In : Bioinformatics. 33, 24, p. 3993-3995 3 p.

    Research output: Contribution to journalArticleResearchpeer-review

  9. Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies

    Libin, P., Verstraeten, T., Roijers, D. M., Grujic, J., Theys, K., Lemey, P. & Nowé, A., 14 Dec 2017.

    Research output: Unpublished contribution to conferencePosterResearch

  10. Inferring HIV prevalence from genetic data

    Versbraegen, N., Libin, P., Abecasis, A., Gomes, P., Lenaerts, T. & Nowe, A., 14 Dec 2017.

    Research output: Unpublished contribution to conferencePosterResearch

  11. Multi-objectivization and ensembles of shapings in reinforcement learning

    Brys, T., Harutyunyan, A., Vrancx, P., Nowe, A. & Taylor, M., 8 Nov 2017, In : Neurocomputing. 263, p. 48-59

    Research output: Contribution to journalArticleResearchpeer-review

  12. Neural Network Reuse in Deep RL for Autonomous Vehicles among Human Drivers

    Legrand, M., Radulescu, R., Roijers, D. & Nowe, A., Nov 2017, Proceedings of the 29th Benelux Conference on Artificial Intelligence. Verheij, B. & Wiering, M. (eds.). Benelux Association for Artificial Intelligence (BNVKI-AIABN), p. 417-419 2 p.

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)Research

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