1. 2020
  2. Eleven grand challenges in single-cell data science

    Lähnemann, D., Köster, J., Robinson, M. D., Vallejos, C. A., Campbell, K. R., Beerenwinkel, N., Pinello, L., Lelieveldt, B. P. F., Reinders, M. & More Authors, 7 Feb 2020, In : Genome biology. 21, 1, 1 p., 31.

    Research output: Contribution to journalReview articleScientificpeer-review

  3. A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization

    Mey, A., Viering, T. J. & Loog, M., 2020, Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Proceedings. Berthold, M. R., Feelders, A. & Krempl, G. (eds.). Springer Open, p. 326-338 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12080 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  4. Assumptions & Expectations in Semi-Supervised Machine Learning

    Mey, A., 2020, 117 p.

    Research output: ThesisDissertation (TU Delft)

  5. Facial feedback for reinforcement learning: a case study and offline analysis using the TAMER framework

    Li, G., Dibeklioğlu, H., Whiteson, S. & Hung, H., 2020, In : Autonomous Agents and Multi-Agent Systems. 34, 1, 29 p., 22.

    Research output: Contribution to journalArticleScientificpeer-review

  6. GPGPU Linear Complexity t-SNE Optimization

    Pezzotti, N., Thijssen, J., Mordvinstev, A., Hollt, T., Van Lew, B., Lelieveldt, B., Eisemann, E. & Vilanova, A., 2020, In : IEEE Transactions on Visualization and Computer Graphics. 26, 1, p. 1172-1181 10 p., 8811606.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Gestures In-The-Wild: Detecting Conversational Hand Gestures in Crowded Scenes Using a Multimodal Fusion of Bags of Video Trajectories and Body Worn Acceleration

    Cabrera Quiros, L., Tax, D. M. J. & Hung, H., 2020, In : IEEE Transactions on Multimedia. 22, 1, p. 138-147 10 p., 8734888.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Helminth infections drive heterogeneity in human type 2 and regulatory cells

    de Ruiter, K., Jochems, S. P., Tahapary, D. L., Stam, K. A., König, M., van Unen, V., Höllt, T., Mbow, M., Lelieveldt, B. P. F. & More Authors, 2020, In : Science Translational Medicine. 12, 524, 8 p., eaaw3703.

    Research output: Contribution to journalArticleScientificpeer-review

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

    van Unen, V., Hollt, T., Koning, F. & Lelieveldt, B., 2020, In : IEEE Transactions on Visualization and Computer Graphics. p. 1-13 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Making Learners (More) Monotone

    Viering, T. J., Mey, A. & Loog, M., 2020, Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Proceedings. Berthold, M. R., Feelders, A. & Krempl, G. (eds.). Cham: Springer Open, p. 535-547 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12080 ).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  11. Methods for brain disease genetics using gene expression data of the healthy brain

    Huisman, S., 2020, 141 p.

    Research output: ThesisDissertation (TU Delft)

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

    Zhang, L. & Hung, H., 2020, In : IEEE Transactions on Affective Computing. p. 1-13 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Push for quantization: Deep fisher hashing

    Li, Y., Pei, W., Zha, Y. & Van Gemert, J., 2020.

    Research output: Contribution to conferencePaperScientificpeer-review

  14. Semi-generative modelling: Covariate-shift adaptation with cause and effect features

    von Kügelgen, J., Mey, A. & Loog, M., 2020, In : Proceedings of Machine Learning Research. 89, 9 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  15. Transcriptomic signatures of brain regional vulnerability to Parkinson’s disease

    Keo, A., Mahfouz, A., Ingrassia, A. M. T., Meneboo, J. P., Villenet, C., Mutez, E., Comptdaer, T., Lelieveldt, B. P. F., Reinders, M. J. T. & More Authors, 2020, In : Communications Biology. 3, 1, 12 p., 101.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Wearable monitoring and interpretable machine learning can objectively track progression in patients during cardiac rehabilitation

    De Cannière, H., Corradi, F., Smeets, C. J. P., Schoutteten, M., Varon, C., Van Hoof, C., Van Huffel, S., Groenendaal, W. & Vandervoort, P., 2020, In : Sensors (Switzerland). 20, 12, p. 1-15 15 p., 3601.

    Research output: Contribution to journalArticleScientificpeer-review

  17. 2019
  18. Message from the technical program chairs and the program coordinator

    Gravier, G., Hung, H., Ngo, C. W., Ooi, W. T. & Chua, T. S., 15 Oct 2019, In : MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. p. vi-vii

    Research output: Contribution to journalEditorialScientific

  19. Multimodal data collection for social interaction analysis in-the-wild

    Hung, H., Raman, C., Gedik, E., Tan, S. & Quiros, J. V., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 2714-2715 2 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  20. Panel: Challenges for multimedia/multimodal research in the next decade

    Chang, S. F., Morency, L. P., Hauptmann, A., Bimbo, A. D., Ji, H., Gurrin, C., Smeaton, A. & Hung, H., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 2234-2235 2 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  21. Running event visualization using videos from multiple cameras

    Napolean, Y., Wibowo, P. T. & Van Gemert, J. C., 15 Oct 2019, MMSports 2019 - Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, co-located with MM 2019. New York: Association for Computing Machinery (ACM), p. 82-90 9 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  22. Multi-scale convolutional neural network for pixel-wise reconstruction of Van Gogh’s drawings

    Zeng, Y., van der Lubbe, J. C. A. & Loog, M., 1 Oct 2019, In : Machine Vision and Applications. 30, 7-8, p. 1229-1241 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Context in Human Emotion Perception for Automatic Affect Detection: A Survey of Audiovisual Databases

    Dudzik, B., Jansen, M. P., Burger, F., Kaptein, F., Broekens, J., Heylen, D. K. J., Hung, H., Neerincx, M. A. & Truong, K. P., 1 Sep 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019. Institute of Electrical and Electronics Engineers (IEEE), 7 p. 8925446

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  24. Estimating Romantic, Social, and Sexual Attraction by Quantifying Bodily Coordination using Wearable Sensors

    Kapcak, O., Vargas-Quiros, J. & Hung, H., 1 Sep 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 154-160 7 p. 8925137

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  25. 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

  26. A dissimilarity-based multiple instance learning approach for protein remote homology detection

    Mensi, A., Bicego, M., Lovato, P., Loog, M. & Tax, D. M. J., 2019, In : Pattern Recognition Letters. 128, p. 231-236 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  27. 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

  28. 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

  29. Accelerating implant RF safety assessment using a low-rank inverse update method

    Stijnman, P. R. S., Tokaya, J. P., van Gemert, J., Luijten, P. R., Pluim, J. P. W., Brink, W. M., Remis, R., van den Berg, C. A. T. & Raaijmakers, A. J. E., 2019, In : Magnetic Resonance in Medicine. p. 1-14 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  30. An Efficient Preconditioner for Stochastic Gradient Descent Optimization of Image Registration

    Qiao, Y., Lelieveldt, B. P. F. & Staring, M., 2019, In : IEEE Transactions on Medical Imaging. 38, 10, p. 2314-2325 12 p., 8638803.

    Research output: Contribution to journalArticleScientificpeer-review

  31. 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

  32. Comparative Analysis of Magnetic Resonance Fingerprinting Dictionaries via Dimensionality Reduction

    Dzyubachyk, O., Koolstra, K., Pezzotti, N., Lelieveldt, B., Webb, A. & Börnert, P., 2019, Graph Learning in Medical Imaging : 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Cham: Springer, p. 44-52 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 ).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  33. 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/Conference proceedings/Edited volumeChapterScientific

  34. 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

  35. Critical rainfall thresholds for urban pluvial flooding inferred from citizen observations

    Tian, X., ten Veldhuis, M. C., Schleiss, M., Bouwens, C. & van de Giesen, N., 2019, In : Science of the Total Environment. 689, p. 258-268 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Cross Domain Image Matching in Presence of Outliers

    Liu, X., Khademi, S. & van Gemert, J. C., 2019, CCV workshop on Transferring and Adapting Source Knowledge in Computer Vision. p. 3250-3256 7 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  37. 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. 35, 20, p. 4063-4071 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Cytosplore: Interactive Visual Single-Cell Profiling of the Immune System

    Hollt, T., Pezzotti, N., van Unen, V., Koning, F., Eisemann, E., Lelieveldt, B. & Vilanova, A., 2019, Eurographics 2019 : Dirk Bartz Prize. Bruckner, S. & Steffen, O. J. (eds.). The Eurographics Association, p. 1-4 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  39. Deep Visual City Recognition Visualization

    Shi, X., Khademi, S. & van Gemert, J., 2019, NCCV 2019 – The Netherlands Conference on Computer Vision. p. 1-6 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  40. 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

  41. Detecting F-formations Roles in Crowded Social Scenes with Wearables: Combining Proxemics Dynamics using LSTMs

    Rosatelli, A., Gedik, E. & Hung, H., 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE, p. 147-153 7 p. 8925179

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  42. Dimensionality-Reduction Algorithms for Progressive Visual Analytics

    Pezzotti, N., 2019, 166 p.

    Research output: ThesisDissertation (TU Delft)

  43. Disease progression timeline estimation for Alzheimer's disease using discriminative event based modeling

    Venkatraghavan, V., Bron, E. E., Niessen, W. J. & Klein, S., 2019, In : NeuroImage. 186, p. 518-532

    Research output: Contribution to journalArticleScientificpeer-review

  44. 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

  45. Early-life compartmentalization of immune cells in human fetal tissues revealed by high-dimensional mass cytometry

    Li, N., van Unen, V., Guo, N., Abdelaal, T., Somarakis, A., Eggermont, J., Mahfouz, A., Chuva de Sousa Lopes, S. M., Lelieveldt, B. P. F. & Koning, F., 2019, In : Frontiers in Immunology. 10, p. 1-13 13 p., 1932.

    Research output: Contribution to journalArticleScientificpeer-review

  46. Efficient Real-Time Camera Based Estimation of Heart Rate and Its Variability

    Gudi, A., Bittner, M., Lochmans, R. & van Gemert, J., 2019, International Conference on Computer Vision (ICCV) Workshop on Computer Vision for Physiological Measurement (CVPM). p. 1570-1579 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  47. Evaluation of an Open Source Registration Package for Automatic Contour Propagation in Online Adaptive Intensity-Modulated Proton Therapy of Prostate Cancer

    Qiao, Y., Jagt, T., Hoogeman, M., Lelieveldt, B. & Staring, M., 2019, In : Frontiers in Oncology. 9, p. 1-13 13 p., 1297.

    Research output: Contribution to journalArticleScientificpeer-review

  48. 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

  49. 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

  50. 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.). Part VI ed. Cham: Springer, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  51. High-dimensional cytometric analysis of colorectal cancer reveals novel mediators of antitumour immunity

    De Vries, N. L., Van Unen, V., Ijsselsteijn, M. E., Abdelaal, T., Van Der Breggen, R., Farina Sarasqueta, A., Mahfouz, A., Peeters, K. C. M. J., Höllt, T., Lelieveldt, B. P. F., Koning, F. & De Miranda, N. F. C. C., 2019, In : Gut. p. 1-13 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  52. 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

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

    Kouw, W. M., Loog, M., Bartels, L. W. & Mendrik, A. M., 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) : Proceedings. Danvers: IEEE, p. 364-367 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  54. 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

  55. Multidimensional analyses of proinsulin peptide-specific regulatory T cells induced by tolerogenic dendritic cells

    Suwandi, J. S., Laban, S., Vass, K., Joosten, A., van Unen, V., Lelieveldt, B., Höllt, T., Zwaginga, J. J., Nikolic, T. & Roep, B. O., 2019, In : Journal of Autoimmunity. 107 (2020), p. 1-11 11 p., 102361.

    Research output: Contribution to journalArticleScientificpeer-review

  56. On the Statistical Detection of Adversarial Instances over Encrypted Data

    Sheikhalishahi, M., Nateghizad, M., Martinelli, F., Erkin, Z. & Loog, M., 2019, Security and Trust Management - 15th International Workshop, STM 2019, Proceedings. Mauw, S. & Conti, M. (eds.). Springer, p. 71-88 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11738 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  57. 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

  58. 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

  59. 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

  60. Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol

    Baptista Ríos, M., Lopez-Sastre, R. J., Caba Heilbron, F., van Gemert, J. C., Acevedo-Rodriguez, F. J. & Maldonado-Bascon, S., 2019, In : IEEE Access. 8, p. 5139 - 5146 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  61. Robust Importance-Weighted Cross-Validation under Sample Selection Bias

    Kouw, W. M., Krijthe, J. H. & Loog, M., 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP). Piscataway: IEEE, p. 1-6 6 p. 8918731

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  62. 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

  63. The Instantaneous Accuracy: A Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos

    Baptista Ríos, M., Lopez-Sastre, R. J., Caba Heilbron, F. & van Gemert, J., 2019, ICCV workshop on Human Behavior Understanding. p. 1-3 3 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  64. 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, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  65. Towards automatic estimation of conversation floors within F-formations

    Raman, C. & Hung, H., 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE, p. 175-181 7 p. 8925065

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  66. Unsupervised machine learning for exploratory data analysis in imaging mass spectrometry

    Verbeeck, N., Caprioli, R. M. & Van de Plas, R., 2019, In : Mass Spectrometry Reviews. 39, 3, p. 245-291

    Research output: Contribution to journalReview articleScientificpeer-review

  67. 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.). part VI ed. Cham: Springer, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  68. Utilizing dynamic context semantics in smart behavior of informing cyber‐physical systems

    Li, Y., 2019, 305 p.

    Research output: ThesisDissertation (TU Delft)

  69. ViDeNN: Deep Blind Video Denoising

    Claus, M. & van Gemert, J., 2019, CVPR workshop on NTIRE: New Trends in Image Restoration and Enhancement. p. 1843-1852 10 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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

    Mager, T., Khademi, S., Siebes, R., Hein, C., de Boer, V. & van Gemert, J., 2019, Digital Cultural Heritage. Kremers, H. (ed.). Cham, Switzerland: Springer, p. 279-293 15 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeChapterScientific

  71. 2018
  72. High-silica zeolites for adsorption of organic micro-pollutants in water treatment: A review

    Jiang, N., Shang, R., Heijman, S. G. J. & Rietveld, L. C., 1 Nov 2018, In : Water Research. 144, p. 145-161 17 p.

    Research output: Contribution to journalReview articleScientificpeer-review

  73. 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)

  74. 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

  75. A spatio-temporal reference model of the aging brain

    huizinga, W., Poot, D., Vernooij, M. W., Roshchupkin, G. V., bron, E. E., Ikram, M. A., Rueckert, D., Niessen, W. & Klein, S., 2018, In : NeuroImage. 169, p. 11-22

    Research output: Contribution to journalArticleScientificpeer-review

  76. 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

  77. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  78. 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

  79. 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

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

    Gedik, E., 2018, 160 p.

    Research output: ThesisDissertation (TU Delft)

  81. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  82. 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

  83. 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

  84. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  85. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  86. 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, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  87. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  88. 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

  89. 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

  90. 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

  91. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  92. 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

  93. 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

  94. 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

  95. 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

  96. 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

  97. 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

  98. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  99. On domain-adaptive machine learning

    Kouw, W., 2018, 189 p.

    Research output: ThesisDissertation (TU Delft)

  100. 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

  101. 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, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  102. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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