1. 2019
  2. A data-driven interactome of synergistic genes improves network-based cancer outcome prediction

    Allahyar, A., Ubels, J. & de Ridder, J., 2019, In : PLoS Computational Biology. 15, 2, p. 1-21 21 p., e1006657.

    Research output: Contribution to journalArticleScientificpeer-review

  3. A hierarchical approach for associating body-worn sensors to video regions in crowded mingling scenarios

    Cabrera Quiros, L. & Hung, H., 2019, (Accepted/In press) In : IEEE Transactions on Multimedia. p. 1-12 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Accelerating compressed sensing in parallel imaging reconstructions using an efficient circulant preconditioner for cartesian trajectories

    Koolstra, K., van Gemert, J., Börnert, P., Webb, A. & Remis, R., 2019, In : Magnetic Resonance in Medicine. 81, 1, p. 670-685 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Complex conversational scene analysis using wearable sensors

    Hung, H., Gedik, E. & Cabrera Quiros, L., 2019, Multimodal Behavior Analysis in the Wild: Advances and Challenges. Alameda-Pineda, X., Ricci, E. & Sebe, N. (eds.). London: Academic Press, p. 225-246 22 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  6. Dimensionality-Reduction Algorithms for Progressive Visual Analytics

    Pezzotti, N., 2019, 166 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  7. Divide and Count: Generic Object Counting by Image Divisions

    Stahl, T., Pintea, S. L. & Van Gemert, J. C., 2019, In : IEEE Transactions on Image Processing. 28, 2, p. 1035-1044 10 p., 8488575.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Erratum to: Automatic quantification of bone marrow edema on MRI of the wrist in patients with early arthritis: A feasibility study (Magn Reson Med. 2018; 79:1127‐1134)

    Aizenberg, E., Roex, E. A. H., Nieuwenhuis, W. P., Mangnus, L., van der Helm-van Mil, A. H. M., Reijnierse, M., Bloem, J. L., Lelieveldt, B. P. F. & Stoel, B. C., 2019, In : Magnetic Resonance in Medicine. 82, 1, p. 510-510 1 p.

    Research output: Contribution to journalComment/Letter to the editorScientific

  9. Hand-tremor frequency estimation in videos

    Pintea, S. L., Zheng, J., Li, X., Bank, P. J. M., van Hilten, J. J. & van Gemert, J. C., 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer Verlag, Vol. 11134. p. 213-228 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

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

  10. High-permittivity pad design tool for 7T neuroimaging and 3T body imaging

    van Gemert, J., Brink, W., Webb, A. & Remis, R., 2019, In : Magnetic Resonance in Medicine. 81, 5, p. 3370-3378 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Learning an MR acquisition-invariant representation using Siamese neural networks

    Kouw, W., Loog, M., Bartels, W. & Mendrik, A., 2019, (Accepted/In press) Proceedings of the IEEE International Symposium on Biomedical Imaging. IEEE

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

  12. Memory CD4+ T cells are generated in the human fetal intestine

    Li, N., van Unen, V., Abdelaal, T., Guo, N., Kasatskaya, S. A., Chuva de Sousa Lopes, S. M., Höllt, T., Britanova, O. V., Lelieveldt, B. P. F. & More Authors, 2019, In : Nature Immunology. 20, 3, p. 301-312 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  13. On Social Involvement in Mingling Scenarios: Detecting Associates of F-formations in Still Images

    Zhang, L. & Hung, H., 2019, (Accepted/In press) In : IEEE Transactions on Affective Computing. p. 1-13 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Quantification of aortic pulse wave velocity from a population based cohort: A fully automatic method

    Shahzad, R., Shankar, A., Amier, R., Nijveldt, R., Westenberg, J. J. M., de Roos, A., Lelieveldt, B. P. F. & van Der Geest, R. J., 2019, In : Journal of Cardiovascular Magnetic Resonance. 21, 1, p. 1-14 14 p., 27.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Single shot active learning using pseudo annotators

    Yang, Y. & Loog, M., 2019, In : Pattern Recognition. 89, p. 22-31 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  16. The Pessimistic Limits and Possibilities of Margin-based Losses in Semi-supervised Learning

    Krijthe, J. & Loog, M., 2019, (Accepted/In press) Advances in Neural Information Processing Systems. p. 1793-1802 10 p.

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

  17. The representation of speech in deep neural networks

    Scharenborg, O., van der Gouw, N., Larson, M. & Marchiori, E., 2019, MultiMedia Modeling: 25th International Conference, MMM 2019, Proceedings. Kompatsiaris, I., Huet, B., Mezaris, V., Gurrin, C., Cheng, W-H. & Vrochidis, S. (eds.). Part II ed. Cham: Springer Verlag, p. 194-205 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11296 LNCS).

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

  18. Using phase instead of optical flow for action recognition

    Hommos, O., Pintea, S. L., Mettes, P. S. M. & van Gemert, J. C., 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer Verlag, p. 678-691 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

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

  19. 2018
  20. Automatic analysis of human social behavior in - the - wild using multimodal streams

    Cabrera Quiros, L., 27 Sep 2018, 147 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  21. Impact of sand nourishments on hydrodynamics and swimmer safety

    Radermacher, M., 15 Jun 2018, Delft. 136 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  22. Editorial for special collection on the estimation and control of MAV navigation in GPS-denied cluttered environments

    Marzat, J., Croon, G. D., Fraundorfer, F., Morin, P. & Tsourdos, A., 1 Jun 2018, In : International Journal of Micro Air Vehicles. 10, 2, p. 125-126 2 p.

    Research output: Contribution to journalEditorialScientificpeer-review

  23. Influence of domain shift factors on deep segmentation of the drivable path of an autonomous vehicle

    Bormans, R. P. A., Lindenbergh, R. C. & Karimi Nejadasl, F., 30 May 2018, In : International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 42, 2, p. 141-148 8 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  24. A benchmark and comparison of active learning for logistic regression

    Yang, Y. & Loog, M., 2018, In : Pattern Recognition. 83, p. 401-415 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  25. A variance maximization criterion for active learning

    Yang, Y. & Loog, M., 2018, In : Pattern Recognition. 78, p. 358-370 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Artificial Empathic Memory: Enabling Media Technologies to Better Understand Subjective User Experience

    Dudzik, B., Hung, H., Neerincx, M. & Broekens, J., 2018, Proceedings of the 2018 Workshop on Understanding Subjective Attributes of Data, with the Focus on Evoked Emotions, EE-USAD 2018. New York, NY: Association for Computing Machinery (ACM), p. 1-8 8 p.

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

  27. Asymmetric kernel in Gaussian Processes for learning target variance

    Pintea, S. L., van Gemert, J. C. & Smeulders, A. W. M., 2018, In : Pattern Recognition Letters. 108, p. 70-77 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Automatic quantification of bone marrow edema on MRI of the wrist in patients with early arthritis: A feasibility study

    Aizenberg, E., Roex, E. A. H., Nieuwenhuis, W. P., Mangnus, L., van der Helm-Mil, A. H. M., Reijnierse, M., Bloem, J. L., Lelieveldt, B. P. F. & Stoel, B. G., 2018, In : Magnetic Resonance in Medicine. 79, 2, p. 1127-1134 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Bioinformatic Analysis of Genomic and Transcriptomic Variation in Fungi

    Gehrmann, T., 2018, 121 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  30. Capturing human behaviour through wearables by computational analysis of social dynamics

    Gedik, E., 2018, 160 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  31. Contextual loss functions for optimization of convolutional neural networks generating pseudo CTs from MRI

    van Stralen, M., Zhou, Y., Wozny, P. J., Seevinck, P. R. & Loog, M., 2018, Medical Imaging 2018: Image Processing. Angelini, E. D. & Landman, B. A. (eds.). Bellingham: SPIE, p. 105741N-1 - 105741N-6 6 p. 105741N. (Proceedings of Spie; vol. 10574).

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

  32. CyteGuide: Visual Guidance for Hierarchical Single-Cell Analysis

    Hollt, T., Pezzotti, N., van Unen, V., Koning, F., Lelieveldt, B. P. F. & Vilanova, A., 2018, In : IEEE Transactions on Visualization and Computer Graphics. 24, 1, p. 739-748 10 p., 8017575.

    Research output: Contribution to journalArticleScientificpeer-review

  33. DeepEyes: Progressive Visual Analytics for Designing Deep Neural Networks

    Pezzotti, N., Hollt, T., van Gemert, J., Lelieveldt, B., Eisemann, E. & Vilanova Bartroli, A., 2018, In : IEEE Transactions on Visualization and Computer Graphics. 24, 1, p. 98-108 11 p., 8019872.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Discovering Community Patterns in Open-Source: A Systematic Approach and Its Evaluation

    Tamburri, D. A., Palomba, F., Serebrenik, A. & Zaidman, A., 2018, In : Empirical Software Engineering. p. 1-49 49 p.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Discovering Digital Representations for Remembered Episodes from Lifelog Data

    Dudzik, B., Broekens, J., Neerincx, M., Olenick, J., Chang, C-H., Kozlowski, S. W. J. & Hung, H., 2018, Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, MCPMD'18. New York, NY: Association for Computing Machinery (ACM), p. 1-9 9 p. 13

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

  36. Effects of sampling skewness of the importance-weighted risk estimator on model selection

    Kouw, W. & Loog, M., 2018, 2018 24th International Conference on Pattern Recognition (ICPR). IEEE, p. 1468-1473 6 p.

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

  37. Gradient descent for gaussian processes variance reduction

    Bottarelli, L. & Loog, M., 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. 160-169 10 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

  38. Group interaction frontiers in technology

    Murray, G., Hung, H., Keyton, J., Lai, C., Lehmann-Willenbrock, N. & Oertel, C., 2018, Proceedings of the 2018 International Conference on Multimodal Interaction, ICMI '18. New York, NY: Association for Computing Machinery (ACM), p. 660-662 3 p.

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

  39. Heterogeneity of circulating CD8 T-cells specific to islet, neo-antigen and virus in patients with type 1 diabetes mellitus

    Laban, S., Suwandi, J. S., van Unen, V., Pool, J., Wesselius, J., Hollt, T., Pezzotti, N., Vilanova, A., Lelieveldt, B. P. F. & Roep, B. O., 2018, In : PLoS ONE. 13, 8, p. 1-15 15 p., e0200818.

    Research output: Contribution to journalArticleScientificpeer-review

  40. High-Permittivity Pad Design for Dielectric Shimming in Magnetic Resonance Imaging Using Projection-Based Model Reduction and a Nonlinear Optimization Scheme

    van Gemert, J. H. F., Brink, W. M., Webb, A. G. & Remis, R. F., 2018, In : IEEE Transactions on Medical Imaging. 37, 4, p. 1035-1044 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Histogram-based standardization of intravascular optical coherence tomography images acquired from different imaging systems

    Liu, S., Dzyubachyk, O., Eggermont, J., Nakatani, S., Lelieveldt, B. P. F. & Dijkstra, J., 2018, In : Medical Physics. 45, 9, p. 4158-4170 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Improving temporal interpolation of head and body pose using Gaussian process regression in a matrix completion setting

    Tan, S., Tax, D. M. J. & Hung, H., 2018, Proceedings of the Group Interaction Frontiers in Technology, GIFT 2018. D'Mello, S., Scherer, S. & Georgiou, P. P. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), 8 p. 3279982

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

  43. 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

  44. 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

  45. Liquid-liquid equilibria of ternary and quaternary systems involving 5-hydroxymethylfurfural, water, organic solvents, and salts at 313.15 K and atmospheric pressure

    Altway, S., Pujar, S. C. & de Haan, A. B., 2018, In : Fluid Phase Equilibria. 475, p. 100-110 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. On domain-adaptive machine learning

    Kouw, W., 2018, 189 p.

    Research output: ThesisDissertation (TU Delft)Scientific

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