1. 2018
  2. Integrating spatial-anatomical regularization and structure sparsity into SVM: Improving interpretation of Alzheimer's disease classification

    Sun, Z., Qiao, Y., Lelieveldt, B. P. F. & Staring, M., 2018, In : NeuroImage. 178, p. 445-460 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Interactive Visual Exploration of 3D Mass Spectrometry Imaging Data Using Hierarchical Stochastic Neighbor Embedding Reveals Spatiomolecular Structures at Full Data Resolution

    Abdelmoula, W. M., Pezzotti, N., Hollt, T., Dijkstra, J., Vilanova, A., McDonnell, L. A. & Lelieveldt, B., 2018, In : Journal of Proteome Research. 17, 3, p. 1054-1064 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Mass cytometry reveals innate lymphoid cell differentiation pathways in the human fetal intestine

    Li, N., van Unen, V., Hollt, T., Thompson, A., van Bergen, J., Pezzotti, N., Eisemann, E., Vilanova, A., Chuva de Sousa Lopes, S. M., Lelieveldt, B. & Koning, F., 2018, In : Journal of Experimental Medicine. 215, 5, p. 1383-1396 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Molecular characterization of breast and lung tumors by integration of multiple data types with functional sparse-factor analysis

    Bismeijer, T., Canisius, S. & Wessels, L. F. A., 2018, In : PLoS Computational Biology. 14, 10, p. 1-28 28 p., e1006520.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Multiscale Visualization and Exploration of Large Bipartite Graphs

    Pezzotti, N., Fekete, J-D., Hollt, T., Lelieveldt, B., Eisemann, E. & Vilanova, A., 2018, In : Computer Graphics Forum: the international journal of the Eurographics Association. 37, 3, p. 549-560 12 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  7. 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. 29, 4, p. 920-931 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. No-Audio Multimodal Speech Detection in Crowded Social Settings task at MediaEval 2018

    Cabrera-Quiros, L., Gedik, E. & Hung, H., 2018, Working Notes Proceedings of the MediaEval 2018 Workshop. Larson, M., Arora, P., Demarty, C-H., Riegler, M., Bischke, B., Dellandrea, E., Lux, M., Porter, A. & Jones, G. J. F. (eds.). p. 1-3 3 p. (CEUR Workshop Proceedings; vol. 2283).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  9. On domain-adaptive machine learning

    Kouw, W., 2018, 189 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  10. Persistent self-supervised learning: From stereo to monocular vision for obstacle avoidance

    van Hecke, K., de Croon, G., van der Maaten, L., Hennes, D. & Izzo, D., 2018, In : International Journal of Micro Air Vehicles. 10, 2, p. 186-206 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Protein remote homology detection using dissimilarity-based multiple instance learning

    Mensi, A., Bicego, M., Lovato, P., Loog, M. & Tax, D. M. J., 2018, Structural, Syntactic, and Statistical Pattern Recognition : Joint IAPR International Workshop, S+SSPR 2018, Proceedings. Bai, X., Hancock, E. R., Ho, T. K., Wilson, R. C., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer Verlag, p. 119-129 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 ).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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