1. 2018
  2. Multivariate Time-Series Classification Using the Hidden-Unit Logistic Model

    Pei, W., Dibeklioglu, H., Tax, D. M. J. & van der Maaten, L. 2018 In : IEEE Transactions on Neural Networks and Learning Systems. PP, 99, p. 1-12 12 p.

    Research output: Scientific - peer-reviewArticle

  3. 2017
  4. Interacting Attention-gated Recurrent Networks for Recommendation

    Pei, W., Yang, J., Sun, Z., Zhang, J., Bozzon, A. & Tax, D. Nov 2017 CIKM'17 Proceedings of the 2017 ACM Conference on Information and Knowledge Management. New York: Association for Computing Machinery (ACM), p. 1459-1468 10 p.

    Research output: Scientific - peer-reviewConference contribution

  5. Classification, Parameter Estimation and State Estimation: An Engineering Approach Using MATLAB, 2nd Edition

    Lei, B., Xu, G., Feng, M., Zou, Y., van der Heijden, F., de Ridder, D. & Tax, D. 2017 2nd ed. Padstow: John Wiley & Sons. 480 p.

    Research output: ScientificBook

  6. Do you trust your multiple instance learning classifier?

    Cheplygina, V., Sørensen, L., Tax, D., de Bruijne, M. & Loog, M. 2017 p. 72-73 2 p.

    Research output: ScientificAbstract

  7. Markov Random Field for Wind Farm Planning

    Cetinay-Iyicil, H., Kekec, T., Kuipers, F. & Tax, D. 2017 2017 IEEE International Conference on Smart Energy Grid Engineering (SEGE). Piscataway: IEEE, p. 182-187 6 p.

    Research output: Scientific - peer-reviewConference contribution

  8. Temporal Attention-Gated Model for Robust Sequence Classification

    Pei, W., Baltrusaitis, T., Tax, D. & Morency, L-P. 2017 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). O'Conner, L. (ed.). Piscataway: IEEE, p. 820-829 10 p.

    Research output: Scientific - peer-reviewConference contribution

  9. 2016
  10. Beyond Condition-Monitoring: Comparing Diagnostic Events with Word Sequence Kernel for Train Delay Prediction

    Lee, W-J., Tax, D. & Duin, B. 2016 Proceedings of the Thord European Conference of the Prognostics and Health Management Society 2016. Eballard, I. & Bregon, A. (eds.). PHM Society, Vol. 7, p. 162-167 6 p.

    Research output: Scientific - peer-reviewConference contribution

  11. Dissimilarity-based ensembles for multiple instance learning

    Cheplygina, V. V., Tax, D. M. J. & Loog, M. 2016 In : IEEE Transactions on Neural Networks and Learning Systems. p. 1-13 13 p.

    Research output: Scientific - peer-reviewArticle

  12. Novelty detection and multi-class classification in power distribution voltage waveforms

    Lazzaretti, A. E., Tax, D. M. J., Vieira Neto, H. & Ferreira, V. H. 2016 In : Expert Systems with Applications. 45, p. 322-330 9 p.

    Research output: Scientific - peer-reviewArticle

  13. Robust Gram Embeddings

    Kekec, T. & Tax, D. 2016 Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, p. 1060-1065 6 p.

    Research output: Scientific - peer-reviewConference contribution

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