1. 2019
  2. A Hierarchical Approach for Associating Body-Worn Sensors to Video Regions in Crowded Mingling Scenarios

    Cabrera Quiros, L. & Hung, H., 2019, In : IEEE Transactions on Multimedia. 21, 7, p. 1867-1879 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 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

  4. A simulation study on the effect of optimized high permittivity materials on fetal imaging at 3T

    van Gemert, J., Brink, W. M., Remis, R. & Webb, A., 2019, In : Magnetic Resonance in Medicine. 82, 5, p. 1822-1831 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. 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

  6. Automatic quantification of bone marrow edema on MRI of the wrist in patients with early arthritis: A feasibility study (vol 79, pg 1127, 2018): 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

  7. 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. 225-245 22 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  8. Conserved cell types with divergent features in human versus mouse cortex

    Hodge, R. D., Bakken, T. E., Miller, J. A., Smith, K. A., Barkan, E. R., Graybuck, L. T., Close, J. L., Hollt, T., Mahfouz, A., Lelieveldt, B. & More Authors, 2019, In : Nature. 573, p. 61-68 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. CyTOFmerge: integrating mass cytometry data across multiple panels

    Abdelaal, T., Hollt, T., van Unen, V., Lelieveldt, B. P. F., Koning, F., Reinders, M. & Mahfouz, A., 2019, In : Bioinformatics. btzl 180, p. 1-9 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Design of a parallel plate shearing device for visualization of concentrated suspensions

    Shakeel, A., van Kan, P. J. M. & Chassagne, C., 2019, In : Measurement: Journal of the International Measurement Confederation. 145, p. 391-399 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Dimensionality-Reduction Algorithms for Progressive Visual Analytics

    Pezzotti, N., 2019, 166 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  12. 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

  13. Focus+context exploration of hierarchical embeddings

    Hollt, T., Vilanova, A., Pezzotti, N., Lelieveldt, B. & Hauser, H., 2019, In : Computer Graphics Forum. 38, 3, p. 569-579 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. GPGPU Linear Complexity t-SNE Optimization

    Pezzotti, N., Thijssen, J., Mordvinstev, A., Hollt, T., Van Lew, B., Lelieveldt, B., Eisemann, E. & Vilanova, A., 2019, (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics. p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Gaussian process variance reduction by location selection

    Bottarelli, L. & Loog, M., 2019, In : Pattern Recognition Letters. 125, p. 727-734 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  16. 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

  17. 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

  18. ImaCytE: Visual Exploration of Cellular Microenvironments for Imaging Mass

    van Unen, V., Hollt, T., Koning, F. & Lelieveldt, B., 2019, (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics. p. 1-13 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  19. 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

  20. 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

  21. 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

  22. PD-L1 blockade engages tumor-infiltrating lymphocytes to co-express targetable activating and inhibitory receptors

    Beyrend, G., van der Gracht, E., Yilmaz, A., van Duikeren, S., Camps, M., Hollt, T., Vilanova, A., van Unen, V., Koning, F., de Miranda, N. F. C. C., Arens, R. & Ossendorp, F., 2019, In : Journal for ImmunoTherapy of Cancer. 7, 1, p. 1-14 14 p., 217.

    Research output: Contribution to journalArticleScientificpeer-review

  23. PRECISE: A domain adaptation approach to transfer predictors of drug response from pre-clinical models to tumors

    Mourragui, S., Loog, M., van der Wiel, M. A., Reinders, M. & Wessels, L., 2019, In : Bioinformatics. 35, 14, p. i510-i519 10 p., btz372.

    Research output: Contribution to journalArticleScientificpeer-review

  24. 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

  25. Quantitative error prediction of medical image registration using regression forests

    Sokooti, H., Saygili, G., Glocker, B., Lelieveldt, B. & Staring, M., 2019, In : Medical Image Analysis. 56, p. 110-121 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Robust contour propagation using deep learning and image registration for online adaptive proton therapy of prostate cancer

    Elmahdy, M. S., Jagt, T., Zinkstok, R. T., Qiao, Y., Shahzad, R., Sokooti, H., Yousefi, S., Incrocci, L., Marijnen, C. A. M., Hoogeman, M. & Staring, M., 2019, In : Medical Physics. 46, 8, p. 3329-3343 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  27. 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

  28. 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

  29. 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

  30. 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

  31. Visual Content Analysis and Linked Data for Automatic Enrichment of Architecture-Related Images

    Mager, T., Khademi, S., Siebes, R., Hein, C., van Gemert, J. & de Boer, V., 2019, Digital Cultural Heritage. Kremers, H. (ed.). Cham: Springer

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  32. 2018
  33. 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

  34. Impact of sand nourishments on hydrodynamics and swimmer safety

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

    Research output: ThesisDissertation (TU Delft)Scientific

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. Bioinformatic Analysis of Genomic and Transcriptomic Variation in Fungi

    Gehrmann, T., 2018, 121 p.

    Research output: ThesisDissertation (TU Delft)Scientific

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

    Gedik, E., 2018, 160 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. 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

  59. 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

  60. 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

  61. 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

  62. 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

  63. 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

  64. On domain-adaptive machine learning

    Kouw, W., 2018, 189 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  65. 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

  66. 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

  67. Recurrent Knowledge Distillation

    Pintea, S. L., Liu, Y. & van Gemert, J., 2018, 2018 25th IEEE International Conference on Image Processing (ICIP): Proceedings. Piscataway: IEEE, p. 3393-3397 5 p.

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

  68. Semi-automated Processing of Real-Time CMR Scans for Left Ventricle Segmentation

    Shahzad, R., Fasshauer, M., Lelieveldt, B. P. F., Lotz, J. & van der Geest, R. J., 2018, Biomedical Image Registration - 8th International Workshop, WBIR 2018 - Proceedings. Klein, S., Staring, M., Durrleman, S. & Sommer, S. (eds.). Cham: Springer International Publishing AG, p. 57-66 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10883 LNCS).

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

  69. Shape based classification of seismic building structural types

    Sulzer, R., Nourian, P., Palmieri, M. & van Gemert, J., 2018, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: 13th 3D GeoInfo Conference 2018. Arroyo Ohori, K., Labetski, A., Agugiaro, G., Koeva, M. & Stoter, J. (eds.). ISPRS, Vol. XLII-4/W10. p. 179-186

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

  70. Sight-seeing in the eyes of deep neural networks

    Khademi, S., Shi, X., Mager, T., Siebes, R., Hein, C., De Boer, V. & Van Gemert, J., 2018, Proceedings - IEEE 14th International Conference on eScience, e-Science 2018. Hazeleger, W. (ed.). IEEE, p. 407-408 2 p. 8588744

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

  71. Social interaction for efficient agent learning from human reward

    Li, G., Whiteson, S., Bradley Knox, W. & Hung, H., 2018, In : Autonomous Agents and Multi-Agent Systems. 32, 1, p. 1-25 25 p.

    Research output: Contribution to journalArticleScientificpeer-review

  72. Stop criteria for proof load tests verified with field and laboratory testing of the Ruytenschildt Bridge

    Lantsoght, E., Yang, Y., van der Veen, C., Hordijk, D. & De Boer, A., 2018, IABSE Conference 2018 – Engineering the Past, to Meet the Needs of the Future: June 25-27 2018, Copenhagen, Denmark. 8 p.

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

  73. Supervised Classification: Quite a Brief Overview

    Loog, M., 2018, Machine Learning Techniques for Space Weather. Camporeale, E., Wing, S. & Johnson, J. R. (eds.). Elsevier, p. 113-145 33 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  74. TeamSense: Assessing Personal Affect and Group Cohesion in Small Teams through Dyadic Interaction and Behavior Analysis with Wearable Sensors

    Zhang, Y., Olenick, J., Chang, C-H., Kozlowski, S. W. J. & Hung, H., 2018, In : ACM Proceedings on Interactive, Mobile, Wearable and Ubiquitous Technologies. 2, 3, p. 1-22 22 p., 150.

    Research output: Contribution to journalArticleScientificpeer-review

  75. Template Matching via Densities on the Roto-Translation Group

    Bekkers, E. J., Loog, M., ter Haar Romeny, B. M. & Duits, R., 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 2, p. 452-466 15 p., 7864477.

    Research output: Contribution to journalArticleScientificpeer-review

  76. The I in Team: Mining Personal Social Interaction Routine with Topic Models from Long-Term Team Data

    Zhang, Y., Olenick, J., Chang, C-H., Kozlowski, S. W. J. & Hung, H., 2018, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces. New York, NY: Association for Computing Machinery (ACM), p. 421-426 6 p.

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

  77. The MatchNMingle dataset: A novel multi-sensor resource for the analysis of social interactions and group dynamics in-the-wild during free-standing conversations and speed dates

    Cabrera-Quiros, L., Demetriou, A., Gedik, E., van der Meij, L. & Hung, H., 2018, In : IEEE Transactions on Affective Computing. PP, 99, p. 1-17 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  78. The contribution of cytomegalovirus infection to immune senescence is set by the infectious dose

    Redeker, A., Remmerswaal, E. B. M., van der Gracht, E. T. I., Welten, S. P. M., Hollt, T., Koning, F., Cicin-Sain, L., Nikolich-Žugich, J., ten Berge, I. J. M., van Lier, R. A. W., van Unen, V. & Arens, R., 2018, In : Frontiers in Immunology. 8, p. 1-15 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  79. Towards Analyzing and Predicting the Experience of Live Performances with Wearable Sensing

    Gedik, E., Cabrera-Quiros, L., Martella, C., Englebienne, G. & Hung, H., 2018, In : IEEE Transactions on Affective Computing. PP, 99, p. 1-8 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  80. Towards Practical Active Learning for Classification

    Yang, Y., 2018, 133 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  81. Using Topic Models to Mine Everyday Object Usage Routines Through Connected IoT Sensors

    Zhang, Y. & Hung, H., 2018, IOT'18 : Proceedings of the 8th International Conference on the Internet of Things. New York, NY: Association for Computing Machinery (ACM), p. 1-4 4 p. a27

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

  82. 2017
  83. Personalised models for speech detection from body movements using transductive parameter transfer

    Gedik, E. & Hung, H., 1 Aug 2017, In : Personal and Ubiquitous Computing. 21, 4, p. 723-737 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  84. Projected estimators for robust semi-supervised classification

    Krijthe, J. H. & Loog, M., 1 Jul 2017, In : Machine Learning. 106, 7, p. 993-1008 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  85. Fast 3D Design of High-Permittivity Pads for Dielectric Shimming using Model Order Reduction and Nonlinear Optimization

    van Gemert, J., Brink, W., Webb, A. & Remis, R., Apr 2017, p. 1-3. 3 p.

    Research output: Contribution to conferencePosterScientific

  86. Embedding carbon impact assessment in multi-criteria supplier segmentation using ELECTRE TRI-rC

    Rezaei, J., Kadziński, M., Tsimopoulou, V. & Tavasszy, L., 7 Mar 2017, In : Annals of Operations Research. p. 1-23

    Research output: Contribution to journalArticleScientificpeer-review

  87. Silicon nanocrystals embedded in silicon alloys

    van Sebille, M., 3 Mar 2017, 113 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  88. Efficient analysis of dielectric materials in coupled RF coil configurations

    Brink, W., Paska, J., Dai, J., van Gemert, J., Chen, G., Wiggens, G., Remis, R., Collins, C. M. & Webb, A. G., Jan 2017, p. 1-1. 1 p.

    Research output: Contribution to conferencePosterScientific

  89. A Compact Representation of Multiscale Dissimilarity Data by Prototype Selection

    Plasencia-Calaña, Y., Li, Y., Duin, R. P. W., Orozco-Alzate, M., Loog, M. & García-Reyes, E., 2017, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Proceedings. Beltrán-Castañón, C., Nyström, I. & Famili, F. (eds.). Cham: Springer International Publishing AG, p. 150-157 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10125 LNCS).

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

  90. Active Decision Boundary Annotation with Deep Generative Models

    Huijser, M. & van Gemert, J., 2017, 2017 IEEE International Conference on Computer Vision (ICCV). O'Conner, L. (ed.). Piscataway: IEEE, p. 5296-5305 10 p.

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

  91. Aeolian Sediment Availability and Transport

    Hoonhout, B., 2017, 137 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  92. An Efficient Methodology for the Analysis of Dielectric Shimming Materials in Magnetic Resonance Imaging

    Van Gemert, J. H. F., Brink, W., Webb, A. & Remis, R., 2017, In : IEEE Transactions on Medical Imaging. 36, 2, p. 666-673 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  93. An objective comparison of cell-tracking algorithms

    Ulman, V., Maška, M., Magnusson, K. E. G., Ronneberger, O., Haubold, C., Harder, N., Matula, P., Matula, P., Svoboda, D., Radojevic, M., Smal, I., Rohr, K., Jaldén, J., Blau, H. M., Dzyubachyk, O. & Lelieveldt, B., 2017, In : Nature Methods (online). 14, 12, p. 1141-1152 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  94. Assessment of Viscous Energy Loss and the Association with Three-Dimensional Vortex Ring Formation in Left Ventricular Inflow: In Vivo Evaluation Using Four-Dimensional Flow MRI

    Elbaz, M. S. M., van der Geest, R. J., Calkoen, E. E., de Roos, A., Lelieveldt, B. P. F., Roest, A. A. W. & Westenberg, J. J. M., 2017, In : Magnetic Resonance in Medicine. 77, 2, p. 794-805 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  95. Automated Ischemic Lesion Segmentation in MRI Mouse Brain Data after Transient Middle Cerebral Artery Occlusion

    Mulder, I. A., Khmelinskii, A., Dzyubachyk, O., de Jong, S., Rieff, N., Wermer, M. J. H., Hoehn, M., Lelieveldt, B. P. F. & van den Maagdenberg, A. M. J. M., 2017, In : Frontiers in Neuroinformatics. 11, 3.

    Research output: Contribution to journalArticleScientificpeer-review

  96. Brain transcriptome atlases: A computational perspective

    Mahfouz, A., Huisman, S. M. H., Lelieveldt, B. P. F. & Reinders, M. J. T., 2017, In : Brain Structure and Function. p. 1557-1580 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  97. BrainScope: Interactive visual exploration of the spatial and temporal human brain transcriptome

    Huisman, S. M. H., Van Lew, B., Mahfouz, A., Pezzotti, N., Höllt, T., Michielsen, L., Vilanova, A., Reinders, M. J. T. & Lelieveldt, B. P. F., 2017, In : Nucleic Acids Research. 45, 10, e83.

    Research output: Contribution to journalArticleScientificpeer-review

  98. Co-expression Patterns between ATN1 and ATXN2 Coincide with Brain Regions Affected in Huntington’s Disease

    Keo, A., Aziz, N. A., Dzyubachyk, O., Van Der Grond, J., van Roon-Mom, W. M. C., Lelieveldt, B. P. F., Reinders, M. J. T. & Mahfouz, A., 2017, In : Frontiers in Molecular Neuroscience . 10, p. 1-13 13 p., 399.

    Research output: Contribution to journalArticleScientificpeer-review

  99. Comparing Social Science and Computer Science Workflow Processes for Studying Group Interactions

    Allen, J. A., Fisher, C., Chetouani, M., Chiu, M. M., Mehu, M., Gunes, H. & Hung, H., 2017, In : Small Group Research: an international journal of theory, investigation and application. 48, 5, p. 568-590 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  100. Computer-aided evaluation of inflammatory changes over time on MRI of the spine in patients with suspected axial spondyloarthritis: A feasibility study

    Aizenberg, E., van den Berg, R., Ez-Zaitouni, Z., van der Heijde, D., Reijnierse, M., Dzyubachyk, O. & Lelieveldt, B. P. F., 2017, In : BMC Medical Imaging. 17, 1, p. 1-9 9 p., 55.

    Research output: Contribution to journalArticleScientificpeer-review

  101. Con-Text: Text Detection for Fine-Grained Object Classification

    Karaoğlu, S., Tao, R., van Gemert, J. & Gevers, T., 2017, In : IEEE Transactions on Image Processing. 26, 8, p. 3965-3980 16 p., 7933250.

    Research output: Contribution to journalArticleScientificpeer-review

  102. Designing High-Permittivity Pads for Dielectric Shimming in MRI using Model Order Reduction and Gauss-Newton Optimization

    Gemert, J. H. F. V., Brink, W. M., Webb, A. G. & Remis, R. F., 2017, Proceedings of the 2017 International Conference on Electromagnetics in Advanced Applications (ICEAA '17). Piscataway, NJ: IEEE, p. 417-420 4 p.

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

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