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

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