1. 2018
  2. 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, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  3. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  4. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  5. 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

  6. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  7. 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/Conference proceedings/Edited volumeChapterScientific

  8. 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

  9. 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

  10. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  11. 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

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

    Krijthe, J. H. & Loog, M., 2018, NIPS'18: Proceedings of the 32nd International Conference on Neural Information Processing Systems. Bengio, S., Wallach, H. M., Larochelle, H., Grauman, K. & Cesa-Bianchi, N. (eds.). Curran Associates, Inc., p. 1793-1802 10 p.

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

  13. 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

  14. 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

  15. Towards Practical Active Learning for Classification

    Yang, Y., 2018, 133 p.

    Research output: ThesisDissertation (TU Delft)

  16. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  17. 2017
  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

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

  24. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  36. Detection of Conversion from Mild Cognitive Impairment to Alzheimer’s Disease Using Longitudinal Brain MRI

    Sun, Z., van de Giessen, M., Lelieveldt, B. P. F. & Staring, M., 2017, In : Frontiers in Neuroinformatics. 11, p. 1-16 16 p., 16.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Dielectric enhanced dipoles for MRI - Approaching the ideal current pattern

    Brink, W. M., Paska, J., Dai, J., van Gemert, J. H. F., Chen, G., Wiggins, G. C., Remis, R. F., Collins, C. M. & Webb, A. G., 2017, Proceedings of the 2017 International Conference on Electromagnetics in Advanced Applications (ICEAA '17). Piscataway, NJ: IEEE, p. 1220-1223 4 p.

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

  38. Do you trust your multiple instance learning classifier?

    Cheplygina, V., Sørensen, L., Tax, D., de Bruijne, M. & Loog, M., 2017, p. 72-73. 2 p.

    Research output: Contribution to conferenceAbstractScientific

  39. Editorial of the Special Issue on Multi-instance Learning in Pattern Recognition and Vision

    Wu, J., Bai, X., Loog, M., Roli, F. & Zhou, Z-H., 2017, In : Pattern Recognition. 71, p. 444-445 2 p.

    Research output: Contribution to journalEditorialScientific

  40. Estimating verbal expressions of task and social cohesion in meetings by quantifying paralinguistic mimicry

    Nanninga, M. C., Zhang, Y., Lehmann-Willenbrock, N., Szlávik, Z. & Hung, H., 2017, ICMI 2017: Proceedings of the 19th ACM International Conference on Multimodal Interaction. New York: Association for Computer Machinery, p. 206-215 10 p.

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

  41. Fully automatic volume quantification of aortic valve calcium in coronary computed tomography angiography

    Gao, X., Kitslaar, P. H., de Graaf, M. A., Broersen, A., Tu, S., Lelieveldt, B., Scholte, A. J. H. A., Dijkstra, J. & Reiber, J. H. C., 2017, In : Cardiovascular Diagnosis and Therapy. p. 1-8 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Fully-automatic left ventricular segmentation from long-axis cardiac cine MR scans

    Shahzad, R., Tao, Q., Dzyubachyk, O., Staring, M., Lelieveldt, B. P. F. & van der Geest, R. J., 2017, In : Medical Image Analysis. 39, p. 44-55 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Generalization Bound Minimization for Active Learning

    Viering, T., Krijthe, J. & Loog, M., 2017, p. 108-109. 2 p.

    Research output: Contribution to conferenceAbstractScientific

  44. Inter-station Intensity Standardization for Whole-Body MR Data

    Dzyubachyk, O., Staring, M., Reijnierse, M., Lelieveldt, B. P. F. & van der Geest, R. J., 2017, In : Magnetic Resonance in Medicine. 77, 1, p. 422-433 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  45. MRI Mouse Brain Data of Ischemic Lesion after Transient Middle Cerebral Artery Occlusion

    Mulder, I. A., Khmelinskii, A., Dzyubachyk, O., De Jong, S., Wermer, M. J. H., Hoehn, M., Lelieveldt, B. P. F. & van den Maagdenberg, A. M. J. M., 2017, In : Frontiers in Neuroinformatics. 11, p. 1-4 4 p., 51.

    Research output: Contribution to journalArticleScientificpeer-review

  46. New Frontiers in Analyzing Dynamic Group Interactions: Bridging Social and Computer Science

    Lehmann-Willenbrock, N., Hung, H. & Keyton, J., 2017, In : Small Group Research: an international journal of theory, investigation and application. 48, 5, p. 519-531 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Nonrigid image registration using multi-scale 3D convolutional neural networks

    Sokooti, H., De Vos, B. D., Berendsen, F., Lelieveldt, B., Išgum, I. & Staring, M., 2017, Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 : 20th International Conference, Proceedings. Descoteaux, M., Maier-Hein, L., Franz, A., Jannin, P., Collins, D. L. & Duchesne, S. (eds.). Part 1 ed. Cham: Springer, p. 232-239 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433).

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

  48. One-step time-dependent future video frame prediction with a convolutional encoder-decoder neural network

    Vukotic, V., Pintea, S., Raymond, C., Gravier, G. & van Gemert, J., 2017, Image Analysis and Processing - ICIAP 2017 : 19th International Conference, Proceedings. Battiato, S., Gallo, G., Schettini, R. & Stanco, F. (eds.). Part 1 ed. Cham: Springer, p. 140-151 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10484 ).

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

  49. Pt-AlGaN/GaN HEMT-sensor layout optimization for enhancement of hydrogen detection

    Sokolovskij, R., Iervolino, E., Zhao, C., Wang, F., Yu, H., Santagata, F., Sarro, P. M. & Zhang, G. Q., 2017, Proceedings of IEEE Sensors Conference 2017. Piscataway, NJ: IEEE, p. 1-3 3 p.

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

  50. Reproducible pattern recognition research: The case of optimistic SSL

    Krijthe, J. H. & Loog, M., 2017, Reproducible Research in Pattern Recognition: 1st International Workshop, RRPR 2016, Revised Selected Papers. Kerautret, B., Colom, M. & Monasse, P. (eds.). Cham: Springer, p. 48-59 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10214 ).

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

  51. Robust semi-supervised least squares classification by implicit constraints

    Krijthe, J. & Loog, M., 2017, In : Pattern Recognition. 63, p. 115-126 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  52. Supervised scale-regularized linear convolutionary filters

    Loog, M. & Lauze, F., 2017, British Machine Vision Conference 2017, BMVC 2017. BMVA Press, 11 p.

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