Skip to content

Professor Peter A FlachM.Sc.(Twente)

Professor of Artificial Intelligence

1 - 10 out of 230Page size: 10
  1. 2020
  2. Published

    One Explanation Does Not Fit All The Promise of Interactive Explanations for Machine Learning Transparency

    Sokol, K. & Flach, P., 4 Feb 2020, In : Kunstliche Intelligenz. 16 p.

    Research output: Contribution to journalArticle

  3. Published

    FACE: Feasible and Actionable Counterfactual Explanations

    Poyiadzi, R., Sokol, K., Santos-Rodriguez, R., Tijl De, B. & Flach, P. A., 1 Feb 2020, AIES '20: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery (ACM), p. 344-350 7 p.

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

  4. Published

    Explainability fact sheets: A framework for systematic assessment of explainable approaches

    Sokol, K. & Flach, P., 27 Jan 2020, FAT* 2020 - Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency. Association for Computing Machinery (ACM), p. 56-67 12 p. (FAT* 2020 - Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency).

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

  5. Submitted

    Modelling patient behaviour using IoT sensor data: A case-study to evaluate techniques for modelling domestic behaviour in recovery from total hip replacement surgery

    Holmes, M., Perello Nieto, M., Song, H., Tonkin, E. L., Grant, S. & Flach, P. A., 2020, (Submitted) In : Journal of Healthcare Informatics Research.

    Research output: Contribution to journalArticle

  6. 2019
  7. E-pub ahead of print

    CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories

    Martínez-Plumed, F., Contreras-Ochando, L., Ferri, C., Hernandez-Orallo, J., Kull, M., Lachiche, N. J. A. H., Ramírez-Quintana, M. J. & Flach, P. A., 27 Dec 2019, In : IEEE Transactions on Knowledge and Data Engineering. 14 p.

    Research output: Contribution to journalArticle

  8. Unpublished

    bLIMEy: Surrogate Prediction Explanations Beyond LIME

    Sokol, K., Hepburn, A., Santos-Rodriguez, R. & Flach, P., 29 Oct 2019, (Unpublished) In : arXiv. 10 p.

    Research output: Contribution to journalArticle

  9. Accepted/In press

    Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration

    Kull, M., Perello Nieto, M., Kängsepp, M., Silva Filho, T., Song, H. & Flach, P., 3 Sep 2019, (Accepted/In press) NeurIPS 2019 . 12 p.

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

  10. Published

    HyperStream: a Workflow Engine for Streaming Data

    Diethe, T., Kull, M., Twomey, N., Sokol, K., Song, H., Perello-Nieto, M., Tonkin, E. & Flach, P., 7 Aug 2019, In : arXiv.

    Research output: Contribution to journalArticle

  11. Published

    Setting decision thresholds when operating conditions are uncertain

    Ferri, C., Hernández-Orallo, J. & Flach, P., 1 Jul 2019, In : Data Mining and Knowledge Discovery. 33, 4, p. 805-847 43 p.

    Research output: Contribution to journalArticle

  12. Published

    An Application of Hierarchical Gaussian Processes to the Detection of Anomalies in Star Light Curves

    Twomey, N., Chen, H., Diethe, T. & Flach, P., 21 May 2019, In : Neurocomputing. 342, p. 152-163 12 p.

    Research output: Contribution to journalArticle

Previous 1 2 3 4 5 6 7 8 ...23 Next