Skip to content

Professor Peter A FlachM.Sc.(Twente)

Professor of Artificial Intelligence

1 - 10 out of 224Page size: 10
  1. 2019
  2. Accepted/In press

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

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

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

  3. 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

  4. 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

  5. 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

  6. Published

    Distribution Calibration for Regression

    Song, H., Diethe, T., Kull, M. & Flach, P., 15 May 2019, International Conference on Machine Learning, 9-15 June 2019, Long Beach, California, USA. Chaudhuri, K. & Salakhutdinov, R. (eds.). Proceedings of Machine Learning Research, p. 5897-5906 10 p. (Proceedings of Machine Learning Research; vol. 97).

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

  7. Published

    β3-IRT: A New Item Response Model and its Applications

    Chen, Y., Filho, T. M. S., Prudêncio, R. B. C., Diethe, T. & Flach, P., 10 Mar 2019, Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS 2019): April 16-18, 2019, Naha, Okinawa, Japan. Chaudhuri, K. & Sugiyama, M. (eds.). Proceedings of Machine Learning Research, p. 1013-1021 9 p. (Proceedings of Machine Learning Research; vol. 89).

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

  8. Published

    A Big Data platform for smart meter data analytics

    Wilcox, T., Jin, N., Flach, P. & Thumim, J., Feb 2019, In : Computers in Industry. 105, p. 250-259 10 p.

    Research output: Contribution to journalArticle

  9. Published

    Counterfactual explanations of machine learning predictions: Opportunities and challenges for AI safety

    Sokol, K. & Flach, P., 27 Jan 2019, Proceedings of the AAAI Workshop on Artificial Intelligence Safety 2019: co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI 2019) Honolulu, Hawaii, January 27, 2019. CEUR Workshop Proceedings, Vol. 2301. 4 p. (CEUR Workshop Proceedings).

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

  10. 2018
  11. Published

    Releasing eHealth analytics into the wild: Lessons learnt from the SPHERE project

    Diethe, T., Nieto, M. P., Tonkin, E., Holmes, M., Sokol, K., Twomey, N., Kull, M., Song, H. & Flach, P., 19 Jul 2018, KDD'18: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 243-252 10 p.

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

  12. Published

    Analysis of patient domestic activity in recovery from hip or knee replacement surgery: modelling wrist-worn wearable RSSI and accelerometer data in the wild

    Holmes, M., Song, H., Tonkin, E. L., Perello Nieto, M., Grant, S. & Flach, P., 13 Jul 2018, Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data: co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018). CEUR Workshop Proceedings, p. 13-20 8 p. (CEUR Workshop Proceedings; vol. 2148).

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

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