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. Who’s that? - Social situation awareness for behaviour support agents: A feasibility study

    Kola, I., Jonker, C. M. & van Riemsdijk, M. B., 2020, Engineering Multi-Agent Systems - 7th International Workshop, EMAS 2019, Revised Selected Papers. Dennis, L. A., Bordini, R. H. & Lespérance, Y. (eds.). Cham: Springer, p. 127-151 25 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12058 ).

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

  18. 2019
  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. Dimensionality-Reduction Algorithms for Progressive Visual Analytics

    Pezzotti, N., 2019, 166 p.

    Research output: ThesisDissertation (TU Delft)

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

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