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.

    Research output: Contribution to journalReview articleScientificpeer-review

  3. 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

  4. 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

  5. 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.

    Research output: Contribution to journalArticleScientificpeer-review

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

    Zhang, L. & Hung, H., 2020, (Accepted/In press) In : IEEE Transactions on Affective Computing. p. 1-13 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. 2019
  8. 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

  9. 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/Report/Conference proceedingConference contributionScientificpeer-review

  10. 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/Report/Conference proceedingConference contributionScientificpeer-review

  11. 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/Report/Conference proceedingConference contributionScientificpeer-review

  12. Creating a 4D Street View of Amsterdam from Historical Images

    Siebes, R., Khademi, S., Mager, T., Hein, C., de Boer, V. & van Gemert, J., 10 Oct 2019, (Accepted/In press).

    Research output: Contribution to conferencePosterScientific

  13. 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

  14. 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/Report/Conference proceedingConference contributionScientificpeer-review

  15. 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/Report/Conference proceedingConference contributionScientificpeer-review

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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/Report/Conference proceedingConference contributionScientificpeer-review

  22. 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

  23. 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

  24. Cross Domain Image Matching in Presence of Outliers

    Liu, X., Khademi, S. & van Gemert, J. C., 2019, (Accepted/In press) CCV workshop on Transferring and Adapting Source Knowledge in Computer Vision. p. 1-7 7 p.

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

  25. 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

  26. 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/Report/Conference proceedingConference contributionScientificpeer-review

  27. Deep Visual City Recognition Visualization

    Shi, X., Khademi, S. & van Gemert, J., 2019, (Accepted/In press) CVPR workshop on Explainable AI. p. 1-6 6 p.

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

  28. 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/Report/Conference proceedingConference contributionScientificpeer-review

  29. 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

  30. 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

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

    Gudi, A., Bittner, M., Lochmans, R. & van Gemert, J., 2019, (Accepted/In press) International Conference on Computer Vision (ICCV) Workshop on Computer Vision for Physiological Measurement (CVPM).

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

  32. 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

  33. Fast Dynamic Perfusion and Angiography Reconstruction Using an End-to-End 3D Convolutional Neural Network

    Yousefi, S., Hirschler, L., van der Plas, M., Elmahdy, M. S., Sokooti, H., van Osch, M. J. P. & Staring, M., 2019, Machine Learning for Medical Image Reconstruction : 2nd International Workshop, MLMIR 2019, held in Conjunction with MICCAI 2019, Proceedings. Knoll, F., Maier, A., Rueckert, D. & Ye, J. C. (eds.). Cham: Springer, p. 25-35 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11905 ).

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

  34. 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

  35. 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/Report/Conference proceedingConference contributionScientificpeer-review

  36. 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

  37. 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/Report/Conference proceedingConference contributionScientificpeer-review

  38. 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

  39. 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/Report/Conference proceedingConference contributionScientificpeer-review

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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/Report/Conference proceedingConference contributionScientificpeer-review

  45. 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

  46. 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

  47. 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, (Accepted/In press) ICCV workshop on Human Behavior Understanding. p. 1-3 3 p.

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

  48. 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/Report/Conference proceedingConference contributionScientificpeer-review

  49. 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/Report/Conference proceedingConference contributionScientificpeer-review

  50. ViDeNN: Deep Blind Video Denoising

    Claus, M. & van Gemert, J., 2019, (Accepted/In press) CVPR workshop on NTIRE: New Trends in Image Restoration and Enhancement. p. 1-10 10 p.

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

  51. 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/Report/Conference proceedingChapterScientific

  52. 2018
  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. 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

  59. Bioinformatic Analysis of Genomic and Transcriptomic Variation in Fungi

    Gehrmann, T., 2018, 121 p.

    Research output: ThesisDissertation (TU Delft)Scientific

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

    Gedik, E., 2018, 160 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  61. 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

  62. 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

  63. 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

  64. 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

  65. 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

  66. 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/Report/Conference proceedingConference contributionScientificpeer-review

  67. 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

  68. 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

  69. 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

  70. 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

  71. 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

  72. 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

  73. 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

  74. 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

  75. 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

  76. 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

  77. On domain-adaptive machine learning

    Kouw, W., 2018, 189 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  78. 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

  79. 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/Report/Conference proceedingConference contributionScientificpeer-review

  80. 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

  81. 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/Report/Conference proceedingConference contributionScientificpeer-review

  82. 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

  83. 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

  84. 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

  85. 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

  86. 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

  87. 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

  88. 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

  89. 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

  90. 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/Report/Conference proceedingConference contributionScientificpeer-review

  91. 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

  92. Towards Practical Active Learning for Classification

    Yang, Y., 2018, 133 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  93. 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

  94. 2017
  95. 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

  96. 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

  97. 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/Report/Conference proceedingConference contributionScientificpeer-review

  98. 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

  99. 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

  100. 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

  101. 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

  102. 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

  103. 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

  104. 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

  105. 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

  106. 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

  107. 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

  108. 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

  109. 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

  110. 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

  111. 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/Report/Conference proceedingConference contributionScientificpeer-review

  112. 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

  113. Generalization Bound Minimization for Active Learning

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

    Research output: Contribution to conferenceAbstractScientific

  114. 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

  115. 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

  116. 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

  117. 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/Report/Conference proceedingConference contributionScientificpeer-review

  118. 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/Report/Conference proceedingConference contributionScientificpeer-review

  119. 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/Report/Conference proceedingConference contributionScientificpeer-review

  120. 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

  121. 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/Report/Conference proceedingConference contributionScientificpeer-review

  122. Timing and localization of human dystrophin isoform expression provide insights into the cognitive phenotype of Duchenne muscular dystrophy

    Doorenweerd, N., Mahfouz, A., van Putten, M., Kaliyaperumal, R., 't Hoen, P. A. C., Hendriksen, J. G. M., Aartsma-Rus, A. M., Verschuuren, J. J. G. M., Niks, E. H., Reinders, M. J. T., Kan, H. E. & Lelieveldt, B. P. F., 2017, In : Scientific Reports. 7, 1, p. 1-12 12 p., 12575.

    Research output: Contribution to journalArticleScientificpeer-review

  123. Tissue characterization with depthresolved attenuation coefficient and backscatter term in intravascular optical coherence tomography images

    Liu, S., Sotomi, Y., Eggermont, J., Nakazawa, G., Torii, S., Ijichi, T., Onuma, Y., Serruys, P. W., Lelieveldt, B. P. F. & Dijkstra, J., 2017, In : Journal of Biomedical Optics. 22, 9, p. 1-16 16 p., 096004.

    Research output: Contribution to journalArticleScientificpeer-review

  124. Tubelets: Unsupervised Action Proposals from Spatiotemporal Super-Voxels

    Jain, M., van Gemert, J., Jégou, H., Bouthemy, P. & Snoek, C. G. M., 2017, In : International Journal of Computer Vision. 124, 3, p. 287-311 25 p.

    Research output: Contribution to journalArticleScientificpeer-review

  125. Video Acceleration Magnification

    Zhang, Y., Pintea, S. & van Gemert, J., 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). O'Conner, L. (ed.). Piscataway: IEEE, p. 502-510 9 p.

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

  126. Visual analysis of mass cytometry data by hierarchical stochastic neighbour embedding reveals rare cell types

    van Unen, V., Höllt, T., Pezzotti, N., Li, N., Reinders, M. J. T., Eisemann, E., Koning, F., Vilanova, A. & Lelieveldt, B. P. F., 2017, In : Nature Communications. 8, p. 1-10 10 p., 1740.

    Research output: Contribution to journalArticleScientificpeer-review

  127. 2016
  128. Is automatic facial expression recognition of emotions coming to a dead end? The rise of the new kids on the block

    Gunes, H. & Hung, H., Nov 2016, In : Image and Vision Computing. 55, 1, p. 6-8 3 p.

    Research output: Contribution to journalArticleScientificpeer-review

  129. Computational analysis of brain transcriptome atlases: Understanding molecular mechanisms

    Mahfouz, A., 23 Jun 2016, 158 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  130. Interpreting a migraine GWAS using gene expression in healthy human brain

    Huisman, S., Eising, E., Mahfouz, A., Vijfhuizen, L., Lelieveldt, B., van den Maagdenberg, AMJM. & Reinders, M., Apr 2016. 1 p.

    Research output: Contribution to conferencePosterScientific

  131. A soft-labeled self-training approach

    Mey, A. & Loog, M., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 2604-2609 6 p.

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

  132. Accuracy Estimation for Medical Image Registration Using Regression Forests

    Sokooti, H., Saygili, G., Glocker, B., Lelieveldt, B. & Staring, M., 2016, Medical Image Computing and Computer-Assisted Intervention MICCAI 2016: 19th International Conference, Proceedings part 3. Ourselin, S., Joskowicz, L., Sabuncu, M., Unal, G. & Wells, W. (eds.). Cham: Springer, p. 107-115 9 p. (Lecture Notes in Computer Science; vol. 9902).

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

  133. Active Learning Using Uncertainty Information

    Yang, Y. & Loog, M., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 2646-2651 6 p.

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

  134. An Empirical Investigation into the Inconsistency of Sequential Active Learning

    Loog, M. & Yang, Y., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 210-215 6 p.

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

  135. Analysis and compensation for the effect of the catheter position on image intensities in intravascular optical coherence tomography

    Liu, S., Eggermont, J., Wolterbeek, R., Broersen, A., Busk, C. A. G. R., Precht, H., Lelieveldt, B. P. F. & Dijkstra, J., 2016, In : Journal of Biomedical Optics. 21, 12, p. 1-10 10 p., 126005.

    Research output: Contribution to journalArticleScientificpeer-review

  136. Approximated and User Steerable tSNE for Progressive Visual Analytics

    Pezzotti, N., Lelieveldt, B. P. F., van der Maaten, L., Höllt, T., Eisemann, E. & Vilanova, A., 2016, In : IEEE Transactions on Visualization and Computer Graphics. 23, 7, p. 1739-1752 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  137. Beyond F-formations: Determining Social Involvement in Free Standing Conversing Groups from Static Images

    Zhang, L. & Hung, H., 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. O'Conner, L. (ed.). Los Alamitos, CA: IEEE, p. 1086-1095 10 p.

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

  138. Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification

    Loog, M., 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 3, p. 462-475 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  139. Cytosplore: Interactive Immune Cell Phenotyping for Large Single-Cell Datasets

    Hollt, T., Pezzotti, N., van Unen, V., Koning, F., Eisemann, E., Lelieveldt, B. P. F. & Vilanova Bartroli, A., 2016, In : Computer Graphics Forum (online). 35, 3, p. 171-180 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  140. Data-driven identification of prognostic tumor subpopulations using spatially mapped t-SNE of mass spectrometry imaging data

    Abdelmoula, W. M., Balluff, B., Englert, S., Dijkstra, J., Reinders, M., Walch, A., McDonnell, L. A. & Lelieveldt, B., 2016, In : Proceedings of the National Academy of Sciences of the United States of America. 113, 43, p. 12244-12249 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  141. Deep Learning and Data Labeling for Medical Applications: First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings

    Carneiro, G. (ed.), Mateus, D. (ed.), Peter, L. (ed.), Bradley, A. (ed.), Tavares, J. M. R. S. (ed.), Belagiannis, V. (ed.), Papa, J. P. (ed.), Nascimento, J. C. (ed.), Loog, M. (ed.), Lu, Z. (ed.), Cardoso, J. S. (ed.) & Cornebise, J. (ed.), 2016, 1 ed. Springer. 280 p. (Lecture Notes in Computer Science: Image Processing, Computer Vision, Pattern Recognition, and Graphics; vol. 10008)

    Research output: Book/ReportBook editingScientificpeer-review

  142. Depth-aware motion magnification

    Kooij, J. & van Gemert, J., 2016, Proceedings 14th European Conference on Computer Vision - ECCV 2016. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Cham, Switzerland: Springer, p. 467-482 (Lecture Notes in Computer Science; vol. 9912).

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

  143. Detecting conversational groups in images and sequences: A robust game-theoretic approach

    Vascon, S., Mequanint, E. Z., Cristani, M., Hung, HS., Pelillo, M. & Murino, V., 2016, In : Computer Vision and Image Understanding. 143, p. 11-24 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  144. Dissimilarity-based ensembles for multiple instance learning

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2016, In : IEEE Transactions on Neural Networks and Learning Systems. 27, 6, p. 1379-1391 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  145. Estimating self-assessed personality from body movements and proximity in crowded mingling scenarios

    Cabrera Quiros, L., Gedik, E. & Hung, H., 2016, Proceeding ICMI 2016 The 18th ACM International Conference on Multimodal Interaction . Nakano, Y., Andre, E. & Nishida, T. (eds.). New York: Association for Computing Machinery (ACM), p. 238-242 5 p.

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

  146. Feature-Level Domain Adaptation

    Kouw, W., van der Maaten, L., Krijthe, J. & Loog, M., 2016, In : Journal of Machine Learning Research . 17, p. 1-32 32 p.

    Research output: Contribution to journalArticleScientificpeer-review

  147. Featureless: Bypassing feature extraction in action categorization

    Pintea, S., Mettes, P., van Gemert, J. & Smeulders, AWM., 2016, 2016 IEEE International Conference on Image Processing (ICIP): Proceedings. Piscataway: IEEE, p. 196-200 5 p.

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

  148. Gene co-expression analysis identifies brain regions and cell types involved in migraine pathophysiology: A GWAS-based study using the Allen Human Brain Atlas

    Eising, E., Huisman, SMH., Mahfouz, AMETA., Vijfhuizen, LS., Anttila, V., Winsvold, BS., Arfan Ikram, TKM., Freilinger, T., Kaprio, J., Boomsma, DI., van Duijn, CM., Jarvelin, MRR., Zwart, JA., Quaye, L., Strachan, DP., Kubisch, C., Dichgans, M., Smith, GD., Stefansson, K., Palotie, A. & 8 othersChasman, DI., Ferrari, MD., Terwindt, GM., de Vries, B., Nyholt, DR., Lelieveldt, BPF., van den Maagdenberg, AMJM. & Reinders, MJT., 2016, In : Human Genetics. 135, 4, p. 425-439 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  149. Genome-wide coexpression of steroid receptors in the mouse brain: Identifying signaling pathways and functionally coordinated regions

    Mahfouz, A., Lelieveldt, B., Grefhorst, A., van Weert, L. T. C. M., Mol, I. M., Sips, H. C. M., van den Heuvel, J. K., Datson, N. A., Visser, J. A., Reinders, M. & Meijer, O. C., 2016, In : Proceedings of the National Academy of Sciences of the United States of America. 113, 10, p. 2738-2743 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  150. Hierarchical Stochastic Neighbor Embedding

    Pezzotti, N., Hollt, T., Lelieveldt, B. P. F., Eisemann, E. & Vilanova Bartroli, A., 2016, In : Computer Graphics Forum (online). 35, 3, p. 21-30 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  151. Influence of distance and incident angle on light intensities in intravascular optical coherence tomography pullback runs

    Liu, S., Eggermont, J., Wolterbeek, R., Lelieveldy, B. P. F. & Dijkstra, J., 2016, Proceedings of SPIE Photonic Therapeutics and Diagnostics XII. Wook Kang, H., Tearney, G. J., Gregory, K. W., Marcu, L., Skala, M. C., Campagnola, P. J., Choi, B., Kollias, N., Zeng, H., Mandelis, A., Wong, B. J. F. & Ilgner, J. F. (eds.). Bellingham, WA: SPIE, p. 1-6 6 p. 96893B. (Proceedings of SPIE; vol. 9689).

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

  152. Large scale Gaussian Process for overlap-based object proposal scoring

    Pintea, S., Karaoğlu, S., van Gemert, J. & Smeulders, AWM., 2016, In : Computer Vision and Image Understanding. 150, p. 95-108 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  153. Learning Algorithms for Digital Reconstruction of Van Gogh’s Drawings

    Zeng, Y., Tang, J., van der Lubbe, J. & Loog, M., 2016, EuroMed 2016 - 6th International Conference - Proceedings: Digital Heritage - Progress in Cultural Heritage: Documentation, Preservation, and Protection. Ioannides, M., Vink, E., Moropoulou, A., Hagedorn-Saupe, M., Fresa, A., Liestøl, G., Rajcic, V. & Grussenmeyer, P. (eds.). Cham: Springer, Vol. 1. p. 322-333 12 p. (Lecture Notes in Computer Science; vol. 10058).

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

  154. Light intensity matching between different intravascular optical coherence tomography systems

    Liu, S., Eggermont, J., Nakatani, S., Lelieveldt, B. & Dijkstra, J., 2016, Proceedings of SPIE Photonic Therapeutics and Diagnostics XII. Choi, B., Kollias, N., Zeng, H., Wook Kang, H., Wong, B. J. F., Ilgner, J. F., Tearney, G. J., Gregory, K. W., Marcu, L., Skala, M. C., Campagnola, P. J., Mandelis, A. & Morris, M. D. (eds.). Bellingham: SPIE, p. 96893D-1-96893D-7 7 p. (Proceedings of SPIE; vol. 9689).

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

  155. Longitudinal dystrophin gene expression from the fetal to adult human brain correlates with genes linked to autism spectrum disorders and intellectual disability

    Mahfouz, A., Doorenweerd, N., van Putten, M., Kaliyaperumal, R., 't Hoen, PAC., Verschuuren, J. J. G. M. J., Niks, EH. E., Reinders, M., Kan, HE. H. & Lelieveldt, B., 2016, p. 1-1. 1 p.

    Research output: Contribution to conferencePosterScientific

  156. Making a Case for Learning Motion Representations with Phase

    Pintea, S. & van Gemert, J., 2016, Computer Vision ECCV 2016 Workshops: Proceedings. Hua, G. & Jegou, H. (eds.). 3 ed. Cham: Springer, p. 55-64 10 p. (Lecture Notes in Computer Science; vol. 9915).

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

  157. Mass Cytometry of the Human Mucosal Immune System Identifies Tissue- and Disease-Associated Immune Subsets

    van Unen, V., Li, N., Molendijk, I., Temurhan, M., Hollt, T., van der Meulen-de Jong, A. E., Verspaget, H. W., Mearin, M. L., Mulder, C. J., van Bergen, J., Lelieveldt, B. P. F. & Koning, F., 2016, In : Immunity. 44, 5, p. 1227-1239 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  158. Morphological maturation of the mouse brain: An in vivo MRI and histology investigation

    Hammelrath, L., Škokić, S., Khmelinskii, A., Hess, A., van der Knaap, N., Staring, M., Lelieveldt, B., Wiedermann, D. & Hoehn, M., 2016, In : NeuroImage. 125, p. 144-152 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  159. No spare parts: Sharing part detectors for image categorization

    Mettes, P., van Gemert, J. & Snoek, CGM., 2016, In : Computer Vision and Image Understanding. 152, p. 131-141 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  160. On Regularization Parameter Estimation under Covariate Shift

    Kouw, W. & Loog, M., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 426-431 6 p.

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

  161. Optimistic semi-supervised least squares classification

    Krijthe, J. & Loog, M., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). IEEE, p. 1677-1682 6 p.

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

  162. Speaking Status Detection from Body Movements Using Transductive Parameter Transfer

    Gedik, E. & Hung, H., 2016, UbiComp 2016: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct. Lukowicz, P. & Krüger, A. (eds.). New York, NY: Association for Computing Machinery (ACM), p. 69-72 4 p.

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

  163. Spot On: Action Localization from Pointly-Supervised Proposals

    Mettes, P., van Gemert, J. & Snoek, CGM., 2016, Computer Vision ECCV 2016: 14th European Conference, proceedings. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Cham: Springer, Vol. 5. p. 437-453 17 p. (Lecture Notes in Computer Science; vol. 9909).

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

  164. Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, S+SSPR 2016, Mérida, Mexico, November 29 - December 2, 2016, Proceedings

    Robles-Kelly, A. (ed.), Loog, M. (ed.), Biggio, B. (ed.), Escolano, F. (ed.) & Wilson, R. (ed.), 2016, Cham: Springer. 378 p. (Lecture Notes in Computer Science; vol. 10029)

    Research output: Book/ReportBook editingScientificpeer-review

  165. Structured Receptive Fields in CNNs

    Jacobsen, J-H., van Gemert, J., Lou, Z. & Smeulders, A. W. M., 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. O'Conner, L. (ed.). Los Alamitos, CA: IEEE, p. 2610-2619 10 p.

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

  166. The Peaking Phenomenon in Semi-supervised Learning

    Krijthe, J. & Loog, M., 2016, Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, S+SSPR 2016, proceedings. Robles-Kelly, A., Loog, M., Biggio, B., Escolano, F. & Wilson, R. (eds.). Cham: Springer, p. 299-309 11 p. (Lecture Notes in Computer Science; vol. 10029).

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

  167. Towards Learning from Implicit Human Reward: (Extended Abstract)

    Li, G., Dibeklioglu, H., Whiteson, S. & Hung, H., 2016, p. 1353-1354. 2 p.

    Research output: Contribution to conferenceAbstractScientific

  168. Using informative behavior to increase engagement while learning from human reward

    Li, G., Whiteson, S., Bradley Knox, W. & Hung, HS., 2016, In : Autonomous Agents and Multi-Agent Systems. p. 1-23 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  169. Weighted K-Nearest Neighbor Revisited

    Bicego, M. & Loog, M., 2016, 2016 23rd International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 1642-1647 6 p.

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

  170. Who is where: Matching People in Video to Wearable Acceleration During Crowded Mingling Events

    Cabrera Quiros, L. & Hung, H., 2016, Proceedings of the 2016 ACM Multimedia Conference, MM 2016. New York, NY: Association for Computing Machinery (ACM), p. 267-271 5 p.

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

  171. 2015
  172. Chromatin interactions predict co-expression in the mouse cortex

    Mahfouz, A., Babaei, S., Hulsman, M., Lelieveldt, B. P. F., de Ridder, J. & Reinders, M., Nov 2015, p. 1-1. 1 p.

    Research output: Contribution to conferencePosterScientific

  173. A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups

    Vascon, S., Zemene Mequanint, E., Cristani, M., Hung, HS., Pelillo, M. & Murino, V., 2015, Proceedings of the 12th Asian Conference on Computer Vision. Cremers, D., Reid, I., Saito, H. & Yang, MH. (eds.). Dordrecht: Springer, p. 658-675 18 p. (Lecture Notes in Computer Science; vol. 9007).

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

  174. A Large-Scale Study of Agents Learning from Human Reward

    Li, G., Hung, HS. & Whiteson, S., 2015, p. 1-2. 2 p.

    Research output: Contribution to conferenceAbstractScientific

  175. A stochastic quasi-Newton method for non-rigid image registration

    Qiao, Y., Sun, Z., Lelieveldt, BPF. & Staring, M., 2015, Proceedings of the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015. Navab, N., Hornegger, J., Wells, WM. & Frangi, AF. (eds.). Dordrecht: Springer, p. 297-304 8 p. (Lecture Notes in Computer Science; vol. 9350).

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

  176. Adaptive stereo similarity fusion using confidence measures

    Saygili, G., van der Maaten, LJP. & Hendriks, EA., 2015, In : Computer Vision and Image Understanding. 135, June, p. 95-108 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  177. An automated method for semantic classification of regions in coastal images

    Hoonhout, BM., Radermacher, M., Baart, F. & van der Maaten, LJP., 2015, In : Coastal Engineering. 105, 1, p. 1-12 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  178. Automated extraction and labelling of the arterial tree from whole-body MRA data

    Shahzad, R., Dzyubachyk, O., Staring, M., Kullberg, J., Johansson, L., Ahlström, H., Lelieveldt, BPF. & van der Geest, R. J., 2015, In : Medical Image Analysis. 24, 1, p. 28-40 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  179. Automatic thread-level canvas analysis

    van der Maaten, LJP. & Erdmann, RG., 2015, In : IEEE Signal Processing Magazine. 32, 4, p. 38-45 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  180. Detection of Alzheimer's disease using group lasso SVM-based region selection

    Sun, Z., Fan, Y., Lelieveldt, BPF. & van de Giessen, M., 2015, Medical Imaging 2015: Computer-Aided Diagnosis. Hadjiiski, LM. & Tourassi, GD. (eds.). Bellingham, WA, USA: SPIE, p. 941414-1-941414-7 (Proceedings of SPIE- International Society for Optical Engineering; vol. 9414).

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

  181. Emotional and social signals: A neglected frontier in multimedia computing?

    Gunes, H. & Hung, HS., 2015, In : IEEE Multimedia. 22, 2, p. 76-85 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  182. Genome-wide coexpression of steroid receptors in the mouse brain: identifying signaling pathways and functionally coordinated regions

    Mahfouz, A., Lelieveldt, B., Grefhorst, A., Mol, I. M., Sips, H. C. M., van den Heuvel, J. K., Visser, J. A., Reinders, M., Meijer, O. C. & More Authors, 2015, p. 1. 1 p.

    Research output: Contribution to conferencePosterScientific

  183. Hi-C chromatin interaction networks predict co-expression in the mouse cortex

    Babaei, S., Mahfouz, AMETA., Hulsman, M., Lelieveldt, BPF., de Ridder, J. & Reinders, MJT., 2015, In : PLoS Computational Biology (Print). 11, 5, p. 1-21 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  184. Hierarchical shape distributions for automatic identification of 3D diastolic vortex rings from 4D flow MRI

    Elbaz, MSM., Lelieveldt, BPF. & van der Geest, R. J., 2015, Proceedings of the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015. Navab, N., Hornegger, J., Wells, WM. & Frangi, AF. (eds.). Dordrecht: Springer, p. 467-475 9 p. (Lecture Notes in Computer Science; vol. 9350).

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

  185. How Was It? Exploiting Smartphone Sensing to Measure Implicit Audience Responses to Live Performances

    Martella, C., Gedik, E., Cabrera-Quiros, L., Englebienne, G. & Hung, H., 2015, Proceedings of the 23rd Annual ACM Conference on Multimedia. Bulterman, D., Tao Shen, H. & Mayer-Patel, K. (eds.). New York: Association for Computing Machinery (ACM), p. 201-210 10 p.

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

  186. Impact of Connected Objects on Social Encounters

    Schellekens, K., Giaccardi, E., Hay, D., Hung, H., Cabrera Quiros, L. & Martella, C., 2015, Proceedings of PIN-C 2015: Reframing design, the 4th participatory innovation conference. Track 5 ed. The Hague University of Applied Sciences, p. 416-423 8 p.

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

  187. Implicitly Constrained Semi-Supervised Least Squares Classification

    Krijthe, JH. & Loog, M., 2015, Proceedings of the 14th International Symposium on Advances in Intelligent Data Analysis XIV. Fromont, T., de Bie, T. & van Leeuwen, M. (eds.). Dordrecht: Springer, p. 158-169 12 p. (Lecture Notes in Computer Science; vol. 9385).

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

  188. Interactive analysis of geographically distributed population imaging

    van Lew, B., Botha, CP., Milles, JR., Vrooman, HA., van de Giessen, M. & Lelieveldt, BPF., 2015, Medical Imaging 2015: PACS and Imaging Informatics: Next Generation and Innovations. Cook, TS. & Zhang, J. (eds.). Bellingham, WA, USA: SPIE, p. 941806-1-941806-9 (Proceedings of SPIE- International Society for Optical Engineering; vol. 9418).

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

  189. Introduction to: Special Issue on Extended Best Papers from ACM Multimedia 2014

    Hung, HS. & Toderici, G., 2015, In : ACM Transactions on Multimedia Computing Communications and Applications. 12, 1S, p. 24-1-24-2

    Research output: Contribution to journalArticleScientificpeer-review

  190. Label stability in multiple instance learning

    Cheplygina, VV., Sørensen, L., Tax, DMJ., de Bruijne, M. & Loog, M., 2015, Proceedings - 18th International Conference on Medical Image Computing and Computer-Assisted Intervention. Hornegger, J., Navab, N., Wells, WM. & Frangi, AF. (eds.). Cham: Springer, p. 539-546 8 p. (Lecture Notes in Computer Science; vol. 9349).

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

  191. Multiple instance learning with bag dissimilarities

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2015, In : Pattern Recognition. 48, 1, p. 264-275 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  192. Nanocrystal size distribution analysis from transmission electron microscopy images

    van Sebille, M., van der Maaten, LJP., Xie, L., Jarolimek, K., Santbergen, R., van Swaaij, RACMM., Leifer, K. & Zeman, M., 2015, In : Nanoscale. 7, 48, p. 20593-20606 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  193. On classification with bags, groups and sets

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2015, In : Pattern Recognition Letters. 59, July, p. 11-17 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  194. Probabilistic atlas based labeling of the cerebral vessel tree

    van de Giessen, M., Janssen, JP., Brouwer, PA., Reibert, JHC., Lelieveldt, BPF. & Dijkstra, J., 2015, Medical Imaging 2015: Image Processing. Ourselin, S. & Styner, MA. (eds.). Bellingham, WA, USA: SPIE, p. 94130V-1-94130V-7 (Proceedings of SPIE- International Society for Optical Engineering; vol. 9413).

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

  195. Relevance sampling

    Nielsen, M., Markussen, B. & Loog, M., 2015, Proceedings of the 8ht Workshop on Information Theoretic Methods in Science and Engineering. Rissanen, J., Harremoes, P., Forchhammer, S., Roos, T. & Myllymaki, P. (eds.). Helsinki: University of Helsinki, p. 35-38 4 p.

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

  196. Respiratory motion estimation in x-ray angiography for improved guidance during coronary interventions

    Baka, N., Lelieveldt, BPF., Schultz, C., Niessen, WJ. & van Walsum, T., 2015, In : Physics in Medicine and Biology. 60, 9, p. 3617-3637 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  197. SPENCER: A Socially Aware Service Robot for Passenger Guidance and Help in Busy Airports

    Triebel, R., Arras, K., Alami, R., Beyer, L., Breuers, S., Chatila, R., Chetouani, M., Cremers, D., Evers, V., Fiore, M., Hung, HS., Islas Ram¿rez, O., Joosse, M., Khambhaita, H., Kucner, T., Leibe, B., Lilienthal, AJ., Linder, T., Lohse, M., Magnusson, M. & 5 othersOkal, B., Palmieri, L., Rafi, U., van Rooij, M. & Zhang, L., 2015, Proceedings of the 10th Conference on Field and Service Robotics, FSR 2015. Barfoot, T. & Wettergreen, D. (eds.). Toronto: University of Toronto, p. 607-622 16 p. (Springer Tracts in Advanced Robotics; vol. 113).

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

  198. Semi-supervised nearest mean classification through a constrained log-likelihood

    Loog, M. & Jensen, AC., 2015, In : IEEE Transactions on Neural Networks. 26, 5, p. 995-1006 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  199. Shared pathways among autism candidate genes determined by co-expression network analysis of the developing human brain transcriptome

    Mahfouz, AMETA., Ziats, MN., Rennert, OM., Lelieveldt, BPF. & Reinders, MJT., 2015, In : Journal of Molecular Neuroscience. 57, 4, p. 580-594 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  200. Single- vs. multiple-instance classification

    Alpaydin, E., Cheplygina, VV., Loog, M. & Tax, DMJ., 2015, In : Pattern Recognition. 48, 9, p. 2831-2838 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  201. Super-resolution reconstruction of late gadolinium-enhanced MRI for improved myocardial scar assessment

    Dzyubachyk, O., Tao, Q., Poot, DHJ., Lamb, HJ., Zeppenfeld, K., Lelieveldt, BPF. & van der Geest, R. J., 2015, In : Journal of Magnetic Resonance Imaging. 42, 1, p. 160-167 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  202. Training of templates for object recognition in invertible orientation scores: Application to optic nerve head detection in retinal images

    Bekkers, E., Duits, R. & Loog, M., 2015, Proceedings - 10th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition. Tai, XC., Bae, E., Chan, TF. & Lysaker, M. (eds.). Cham, Switzerland: Springer, p. 464-477 14 p. (Lecture Notes in Computer Science; vol. 8932).

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

  203. Tutorial on Emotional and Social Signals for Multimedia Research

    Hung, HS. & Gunes, H., 2015, Proceedings of the 23rd ACM international conference on Multimedia. Zhou, X. & Smeaton, AF. (eds.). New York: Association for Computing Machinery (ACM), p. 1327-1328 2 p.

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

  204. Visualizing the spatial gene expression organization in the brain through non-linear similarity embeddings

    Mahfouz, AMETA., van de Giessen, M., van der Maaten, LJP., Huisman, SMH., Reinders, MJT., Hawrylycz, MJ. & Lelieveldt, BPF., 2015, In : Methods. 73, February, p. 79-89 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  205. VizBin - An application for reference-independent visualization and human-augmented binning of metagenomic data

    Laczny, CC., Sternal, T., Plugaru, V., Hendriks, EA., Gawron, P., Atashpendar, A., Margossian, HH., Coronado, S., van der Maaten, LJP., Vlassis, N. & Wilmes, P., 2015, In : Microbiome. 3, 1, p. 1-15 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  206. 2014
  207. Genomic connectivity networks based on the BrainSpan atlas of the developing human brain

    Mahfouz, A., Ziats, M., Rennert, O., Lelieveldt, B. & Reinders, M., Feb 2014, p. 1. 1 p.

    Research output: Contribution to conferencePosterScientific

  208. Accelerating t-SNE using Tree-Based Algorithms

    van der Maaten, LJP., 2014, In : Journal of Machine Learning Research . 15, p. 3221-3245 25 p.

    Research output: Contribution to journalArticleScientificpeer-review

  209. Additional diagnostic value of integrated analysis of cardiac CTA and SPECT MPI using the SMARTVis system in patients with suspected coronary artery disease

    Krisli, HA., Gupta, V., Shahzad, R., Al Younis, I., Dharampal, A., Van Geuns, R-J., Scholte, AJ., de Graaf, MA., Joemai, RMS., Nieman, K., van Vliet, LJ., van Walsum, T., Lelieveldt, BPF. & Niessen, WJ., 2014, In : The Journal of Nuclear Medicine. 55, 1, p. 50-57 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  210. Automatic generic registration of mass spectrometry imaging data to histology using nonlinear stochastic embedding

    Abdelmoula, W., ¿krá¿ková, K., Balluff, B., Carreira, R., Tolner, E., Lelieveldt, BPF., van der Maaten, LJP., Morreau, H., van den Maagdenberg, A., Heeren, R., McDonnell, L. & Dijkstra, J., 2014, In : Analytical Chemistry. 62, 18, p. 9204-9211 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  211. Automatic registration of mass spectrometry imaging data sets to the Allen Brain Atlas

    Abdelmoula, WM., Carreira, RJ., Shyti, R., Balluff, B., van Zeijl, RJM., Tolner, EA., Lelieveldt, BPF., van den Maagdenberg, AMJM., McDonnell, LA. & Dijkstra, J., 2014, In : Analytical Chemistry. 86, 8, p. 3947-3954 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  212. Brain maturation of the adolescent rat cortex and striatum: Changes in volume and myelination

    Mengler, L., Khmelinskii, A., Diedenhofen, M., Po, C., Staring, M., Lelieveldt, BPF. & Hoehn, M., 2014, In : NeuroImage. 84, p. 35-44 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  213. Classification of COPD with multiple instance learning

    Cheplygina, VV., Sørensen, L., Tax, DMJ., Pedersen, JH., Loog, M. & Feragen, A., 2014, Proceedings of the 2014 22nd International Conference on Pattern Recognition. Los Alamitos, CA, USA: IEEE Society, p. 1508-1513 6 p.

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

  214. Fast parallel image registration on CPU and GPU for diagnostic classification of Alzheimer¿s disease

    Shamonin, DP., Bron, EE., Lelieveldt, BPF., Smits, M., Klein, S. & Staring, M., 2014, In : Frontiers in Neuroinformatics. 7, Article 50, p. 1-15 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  215. Genomic connectivity networks based on the BrainSpan atlas of the developing human brain

    Mahfouz, AMETA., Ziats, MN., Rennert, OM., Lelieveldt, BPF. & Reinders, MJT., 2014, Proceedings of SPIE 9034, Medical Imaging 2014: Image Processing, 90344G. Ourselin, S. & Styner, MA. (eds.). Bellingham, WA, USA: SPIE, p. 1-7 7 p. (Proceedings of SPIE- International Society for Optical Engineering; vol. 9034).

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

  216. Graph-based kinship recognition

    Guo, Y., Dibeklioglu, H. & van der Maaten, LJP., 2014, Proceedings of 22nd International Conference on Pattern Recognition. IEEE Society, p. 4287-4292 6 p.

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

  217. Hybrid kinect depth map refinement for transparent objects

    Saygili, G., van der Maaten, LJP. & Hendriks, EA., 2014, Proceedings of the 22nd International Conference on Pattern Recognition. Borga, M. (ed.). Piscataway: IEEE Society, p. 2751-2756 6 p.

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

  218. Improving object tracking by adapting detectors

    Zhang, L. & van der Maaten, LJP., 2014, Proceedings of the 2014 22nd International Conference on Pattern Recognition. Los Alamitos, CA, USA: IEEE Society, p. 1218-1223 6 p.

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

  219. Interactive local super-resolution reconstruction of whole-body MRI mouse data: A pilot study with applications to bone and kidney metastases

    Dzyubachyk, O., Khmelinskii, A., Plenge, E., Kok, P., Snoeks, TJA., Poot, DHJ., Lowik, CWGM., Botha, CP., Niessen, WJ., van der Weerd, L., Meijering, E. & Lelieveldt, BPF., 2014, In : PLoS ONE. 9, 9, p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  220. Metric learning in dissimilarity space for improved nearest neighbor performance

    Duin, RPW., Bicego, M., Orozco-Alzate, M., Kim, S-W. & Loog, M., 2014, Proceedings of the Joint IAPR International Workshop, S+SSPR 2014. Fränti, P., Brown, G., Loog, M., Escolano, F. & Pelillo, M. (eds.). Berlin Heidelberg Germany: Springer, p. 183-192 10 p. (Lecture Notes in Computer Science; vol. 8621).

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

  221. Multimodal integration of audio-visual cues in the communication of agreement and disagreement

    Mehu, M. & van der Maaten, LJP., 2014, In : Journal of Nonverbal Behavior. 38, 4, p. 569-597 29 p.

    Research output: Contribution to journalArticleScientificpeer-review

  222. Network guided group feature selection for classification of autism spectrum disorder

    Cheplygina, VV., Tax, DMJ., Loog, M. & Feragen, A., 2014, In : Lecture Notes in Computer Science. 8679, p. 1-8 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  223. Network-guided group feature selection for classification of autism spectrum disorder

    Cheplygina, VV., Tax, DMJ., Loog, M. & Feragen, A., 2014, Proceedings 5th International workshop MLMI 2014, held in conjunction with MICCAI 2014. Wu, G., Zhang, D. & Zhou, L. (eds.). Springer, p. 190-197 8 p. (Lecture Notes in Computer Science; vol. 8679).

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

  224. On fast trackers that are robust to partial occlusions

    Zhang, L., Dibeklioglu, H. & van der Maaten, LJP., 2014, Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops. IEEE Society, p. 718-719 2 p.

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

  225. Preserving structure in model-free tracking

    Zhang, L. & van der Maaten, LJP., 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 4, p. 756-769 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  226. Pursuing automated classification of historic photographic papers from raking light images

    Johnson, CR., Messier, P., Sethares, WA., Klein, AG., Brown, C., Hoang Do, A., Klausmeyer, P., Abry, P., Jaffard, S., Wendt, H., Roux, S., van Pustelnik, N., van Noord, N., van der Maaten, LJP., Postma, EO., Coddington, J., Daffner, LA., Murata, H., Wilhelm, H., Wood, S. & 1 othersMessier, M., 2014, In : Journal of the American Institute for Conservation. 53, 3, p. 159-170 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  227. Semi-hidden target recognition in gated viewer images fused with thermal IR images

    Smeelen, MA., Schwering, PBW., Toet, A. & Loog, M., 2014, In : Information Fusion. 18, 1, p. 131-147 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  228. Semi-supervised linear discriminant analysis through moment-constraint parameter estimation

    Loog, M., 2014, In : Pattern Recognition Letters. 37, 1, p. 24-31 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  229. Speeding up tracking by ignoring features

    Zhang, L., Dibeklioglu, H. & van der Maaten, LJP., 2014, Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition. IEEE Society, p. 1266-1273 8 p.

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

  230. Stereo similarity metric fusion using stereo confidence

    Saygili, G., van der Maaten, LJP. & Hendriks, EA., 2014, Proceedings of the International Conference on Pattern Recognition. Borga, M. (ed.). Piscataway: IEEE Society, p. 2161-2166 6 p.

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

  231. Vortex flow during early and late left ventricular filling in normal subjects: Quantitative characterization using retrospectively-gated 4D flow cardiovascular magnetic resonance and three-dimensional vortex core analysis

    Elbaz, MSM., Calkoen, EE., Westenberg, JJM., Lelieveldt, BPF., Roest, AAW. & van der Geest, R. J., 2014, In : Journal of Cardiovascular Magnetic Resonance (Print). 16, 1, p. 1-12 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  232. 2013
  233. A visualization platform for high-throughput, follow-up, co-registered multi-contrast MRI rat brain data

    Khmelinskii, A., Mengler, L., Kitslaar, P. H., Staring, M., Hoehn, M. & Lelieveldt, BPF., 2013, In : Proceedings of SPIE- International Society for Optical Engineering. 8672, p. 1-7 7 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  234. Automated algorithm for reconstruction of the complete spine from multistation 7T MR data

    Dzyubachyk, O., Lelieveldt, BPF., Blaas, J., Reijnierse, M., Webb, A. & van der Geest, RG., 2013, In : Magnetic Resonance in Medicine. 13, 6, p. 1777-1786 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  235. Barnes-Hut-SNE

    van der Maaten, LJP., 2013, Proceedings First 2013 International Conference on Learning Representations. Bengio et al, Y. (ed.). Scottsdale, AZ, USA: Conf. Organizer, p. 1-11 11 p.

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

  236. Classifying social action with a single accelerometer

    Hung, HS., Englebienne, G. & Kools, J., 2013, Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing (UbiComp '13). SN (ed.). NY, NY, USA: Association for Computing Machinery (ACM), p. 207-210 4 p.

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

  237. Co-expression Network Analysis of the Developing Human Brain Implicates Synaptogenesis and Mitochondrial Function as Central Mechanisms in Autism

    Mahfouz, A., Ziats, M. N., Rennert, O. M., Lelieveldt, B. & Reinders, M., 2013, p. 1-1. 1 p.

    Research output: Contribution to conferencePosterScientific

  238. Combining instance information to classify bags

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2013, Multiple Classifier Systems - Proceedings 11th International Workshop MCS 2013. Zhou, Z-H., Roli, F. & Kittler, J. (eds.). Berlin-Heidelberg: Springer, p. 13-24 12 p. (Lecture Notes in Computer Science; vol. 7872).

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

  239. Comparative exploration of whole-body MR through locally rigid transforms

    Dzyubachyk, O., Blaas, J., Botha, CP., Staring, M., Reijnierse, M., Bloem, JL., van der Geest, RG. & Lelieveldt, BPF., 2013, In : International Journal of Computer Assisted Radiology and Surgery. 8, 4, p. 635-647 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  240. Conditional random fields for protein function prediction

    Gehrmann, T., Loog, M., Reinders, MJT. & de Ridder, D., 2013, Pattern Recognition in Bioinformatics - Proceedings 8th IAPR International Conference PRIB 2013. Ngom, A., Formenti, E., Hao, J-K., Zhao, X-M. & van Laarhoven, T. (eds.). Berlin Heidelberg: Springer, p. 184-195 12 p. (Lecture Notes in Computer Science; vol. 7986).

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

  241. Creative applications of human behavior understanding

    Ali Salah, A., Hung, HS., Aran, O. & Gunes, H., 2013, In : Lecture Notes in Computer Science. 8212, p. 1-14 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  242. Divvy: fast and intuitive exploratory data analysis

    Lewis, JM., de Sa, VR. & van der Maaten, LJP., 2013, In : Journal of Machine Learning Research . 14, p. 3159-3163 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  243. FiDOS: A generalized Fisher based feature extraction method for domain shift

    Dinh, VC., Duin, RPW., Piqueras-Salazar, I. & Loog, M., 2013, In : Pattern Recognition. 46, 9, p. 2510-2518 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  244. Group detection in still Images by F-formation modeling: A comparative study

    Setti, F., Hung, HS. & Cristani, M., 2013, Proceedings of the 2013 the 14th International Workshop on Image and Audio Analysis for Multimedia Interactive Services (WIAMIS). SN (ed.). NY, NY, USA: IEEE Society, p. 1-4 4 p.

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

  245. Improved myocardial scar characterization by super-resolution reconstruction in late gadolinium enhanced MRI

    Tao, Q., Dzyubachyk, O., Poot, D., Lamb, HJ., Zeppenfeld, K., Lelieveldt, BPF. & Geest, RJ., 2013, Medical Image Computing and Computer-Assisted Intervention ¿ Proceedings 16th International Conference MICCAI 2013. Mori, K., Sakuma, I. & Sato et al, Y. (eds.). Berlin-Heidelberg: Springer, p. 147-154 8 p. (Lecture Notes in Computer Science; vol. 8151).

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

  246. Joint intensity inhomogeneity correction for whole-body MR data

    Dzyubachyk, O., Geest, RJ., Staring, M., Börnert, P., Reijnierse, M., Bloem, JL. & Lelieveldt, BPF., 2013, Proceedings 16th International Conference Medical Image Computing and Computer-Assisted Intervention. Mori, K., Sakuma, I. & Sato et al, Y. (eds.). Berlin-Heidelberg: Springer, p. 106-113 8 p. (Lecture Notes in Computer Science; vol. 8149).

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

  247. Learning from weakly representative data and applications in spectral image analysis

    Dinh, VC., 2013, 112 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  248. Learning with marginalized corrupted features

    van der Maaten, LJP., Chen, M., Tyree, S. & Weinberger, K., 2013, Proceedings 30th International Conference on Machine Learning -JMLR: W&CP Vol 28. Dasgupta, S. & McAllester, D. (eds.). Brookline, MA, USA: Microtome Publishing, p. 1-9 9 p.

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

  249. Model-based alignment of look-locker MRI sequences for calibrated myocardial scar tissue quantification

    van de Giessen, M., Tao, Q., Geest, RJ. & Lelieveldt, BPF., 2013, Proc. of 10th International Symposium onBiomedical Imaging (ISBI) 2013 IEEE. Parvin et all, B. (ed.). s.l.: IEEE Press, p. 1038-1041 4 p.

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

  250. Multi-scale pattern recognition for image classification and segmentation

    Li, Y., 2013, Delft, The Netherlands: INSY, TU Delft. 117 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  251. Multi-spectral video endoscopy system for the detection of cancerous tissue

    Leitner, R., Biasio, MD., Arnold, T., Dinh, VC., Loog, M. & Duin, RPW., 2013, In : Pattern Recognition Letters. 34, 1, p. 85-93 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  252. Multiple-instance learning as a classifier combining problem

    Li, Y., Tax, DMJ., Duin, RPW. & Loog, M., 2013, In : Pattern Recognition. 46, 3, p. 865-874 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  253. Non-Euclidean dissimilarities: causes, embedding and informativeness

    Duin, RPW., Pekalska, E. & Loog, M., 2013, Similarity-based pattern analysis and recognition. Pelillo, M. (ed.). Berlin, Germany: Springer, p. 13-44 291 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  254. On the informativeness of asymmetric dissimilarities

    Plasencia Calana, Y., Cheplygina, VV., Duin, RPW., García-Reyes, EB., Orozco-Alzate, M., Tax, DMJ. & Loog, M., 2013, Similarity-based pattern recognition - Proceedings Second International Workshop SIMBAD 2013. Hancock, E. & Pelillo, M. (eds.). Berlin-Heidelberg: Springer, p. 75-89 15 p. (Lecture Notes in Computer Science; vol. 7953).

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

  255. Statistical coronary motion models for 2D+t/3D registration of X-ray coronary angiography and CTA

    Baka, N., Metz, CT., Schultz, C., Neefjes, L., Geuns, RJ. V., Lelieveldt, BPF., Niessen, WJ., van Walsum, T. & Bruijne, M. D., 2013, In : Medical Image Analysis. 17, p. 698-709 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  256. Stratified generalized procrustes analysis

    Bartoli, A., Pizarro, D. & Loog, M., 2013, In : International Journal of Computer Vision. 101, 2, p. 227-253 27 p.

    Research output: Contribution to journalArticleScientificpeer-review

  257. Structure preserving object tracking

    Zhang, L. & van der Maaten, LJP., 2013, Proceedings 2013 IEEE Conference on Computer Vision and Pattern Recognition. Medioni, G., Zabih, R. & Herbert et al, M. (eds.). Los Alamitos, CA, USA: IEEE, p. 1838-1845 8 p.

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

  258. Systematic evaluation of social behaviour modelling with a single accelerometer

    Hung, HS. & Englebienne, G., 2013, Proceedings 2013 ACM Conference on Pervasive and Ubiquitous Computing. Mattern, F., Santini, S. & Canny et al, JF. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), p. 127-130 4 p.

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

  259. The link between multiple-instance learning and learning from only positive and unlabelled examples

    Li, Y., Tax, DMJ., Duin, RPW. & Loog, M., 2013, Proceedings 11th International Workshop on Multiple Classifier Systems. Zhou, Z-H., Roli, F. & Kittler, J. (eds.). Berlin-Heidelberg: Springer, p. 157-166 10 p. (Lecture Notes in Computer Science; vol. 7872).

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

  260. Using informative behavior to increase engagement in the tamer framework

    Li, G., Hung, HS. & Whiteson, S., 2013, Proceedings of the 2013 International Conference on Autonomous Agents and Multiagent Systems. SN (ed.). NY,NY, USA: Association for Computing Machinery (ACM), p. 909-916 8 p.

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

  261. Wrangling phosphoproteomic data to elucidate cancer signaling pathways

    Grimes, M., Lee, W-J., van der Maaten, LJP. & Shannon, P., 2013, In : PLoS ONE. 8, 1, p. 1-16 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  262. 2012
  263. A behavioral investigation of dimensionality reduction

    Lewis, JM., van der Maaten, LJP. & de Sa, VR., 2012, Proceedings of the 34th Annual Conference of the Cognitive Science Society. SN (ed.). Austin, TX, USA: Cognitive Science Society, p. 671-676 6 p.

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

  264. A study on semi-supervised dissimilarity representation

    Dinh, VC., Duin, RPW. & Loog, M., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). Berlin, Germany: Springer, p. 2862-2864 3 p.

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

  265. Accelerating cost aggregation for real-time stereo matching

    Fang, J., Varbanescu, AL., Jie, S., Sips, HJ., Saygili, G. & van der Maaten, LJP., 2012, Proceedings of the 18th IEEE international conference on paralell and distributed systems. s.n. (ed.). NY, NY, USA: IEEE Society, p. 472-481 10 p.

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

  266. Action unit classification using active appearance models and conditional random fields

    van der Maaten, LJP. & Hendriks, EA., 2012, In : Cognitive Processing: international quarterly of cognitive science. 13, 2, p. 507-518 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  267. Analyzing floristic inventories with multiple maps

    van der Maaten, LJP., Schmidtlein, S. & Mahecha, MD., 2012, In : Ecological Informatics: an international journal on ecoinformatics and computational ecology. 9, p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  268. Audio-visual emotion challenge 2012: a simple approach

    van der Maaten, LJP., 2012, Proceedings of the 14th ACM international conference on Multimodal interaction. SN (ed.). NY, NY, USA: Association for Computing Machinery (ACM), p. 473-476 4 p.

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

  269. Automated bone volume and thickness measurements in small animal whole-body MicroCT data

    Baiker, M., Snoeks, TJA., Kaijzel, EL., Que, I., Dijkstra, J., Lelieveldt, BPF. & Löwik, CWGM., 2012, In : Molecular Imaging and Biology. 14, 4, p. 420-430 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  270. Automated classification of local patches in colon histopathology

    Kalkan, H., Nap, M., Duin, RPW. & Loog, M., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). Berlin, Germany: Springer, p. 61-64 4 p.

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

  271. Automated colorectal cancer diagnosis for whole-slice histopathology

    Kalkan, H., Nap, M., Duin, RPW. & Loog, M., 2012, In : Lecture Notes in Computer Science. 7512, p. 550-557 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  272. Bag dissimilarities for multiple instance learning

    Cheplygina, VV., Tax, DMJ., Duin, RPW., Lee, WJ. & Loog, M., 2012, p. 58-58. 1 p.

    Research output: Contribution to conferenceAbstractScientific

  273. Bridging structure and feature representations in graph matching

    Lee, WJ., Cheplygina, VV., Tax, DMJ., Loog, M. & Duin, RPW., 2012, In : International Journal of Pattern Recognition and Artificial Intelligence. 26, 5, p. 1260005-1-1260005-22

    Research output: Contribution to journalArticleScientificpeer-review

  274. Cardiac MR perfusion image processing techniques: A survey

    Gupta, V., Kiri¿li, HA., Hendriks, EA., van der Geest, R. J., van de Giessen, M., Niessen, WJ., Reiber, JHC. & Lelieveldt, BPF., 2012, In : Medical Image Analysis. 16, 4, p. 767-785 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

  275. Cascaded classifier for large-scale data applied to automatic segmentation of articular cartilage

    Prasoon, A., Igel, C., Loog, M., Lauze, F., Dam, E. & Nielsen, M., 2012, In : Proceedings of SPIE- International Society for Optical Engineering. 8314, p. 1-9 9 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  276. Class-dependent dissimilarity measures for multiple instance learning

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2012, In : Lecture Notes in Computer Science. 7626, p. 602-610 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  277. Comprehensive visualization of multi-modal cardiac imaging data for assessment of coronary artery disease: first clinical results of the SMARTVis tool

    Kirisli, HA., Gupta, V., Kirschbaum, SW., Rossi, A., Metz, CT., Schaap, M., Geuns, RJ., Mollet, N., Lelieveldt, BPF., Reiber, JHC., van Walsum, T. & Niessen, WJ., 2012, In : International Journal of Computer Assisted Radiology and Surgery. 7, 4, p. 557-571 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  278. Constrained log-likelihood-based semi-supervised linear discriminant analysis

    Loog, M. & Jensen, AC., 2012, In : Lecture Notes in Computer Science. 7626, p. 327-335 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  279. Does one rotten apple spoil the whole barrel?

    Cheplygina, VV., Tax, DMJ. & Loog, M., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). IJSCI, p. 1156-1159 4 p.

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

  280. Fully automated attenuation measurement and motion correction in FLIP image sequences

    van de Giessen, M., van der Laan, AMA., Hendriks, EA., Vidoretta, M., Reiber, JHC., Jost, CR., Tanke, HJ. & Lelieveldt, BPF., 2012, In : IEEE Transactions on Medical Imaging. 31, 2, p. 461-473 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  281. Improving cross-validation based classifier selection using meta-learning

    Krijthe, JH., Nap, M. & Loog, M., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). Berlin, Germany: Springer, p. 2873-2867 5 p.

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

  282. Integrated visualization of multi-modal multi-timepoint small animal imaging data with the CVP

    Kok, P., Dijkstra, J., Lelieveldt, BPF. & Botha, CP., 2012.

    Research output: Contribution to conferencePosterProfessional

  283. Metric learning by directly minimizing the k-NN training error

    Dinh, VC., Loog, M. & Nielsen, M., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). Berlin, Germany: Springer, p. 1265-1268 4 p.

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

  284. Mode seeking clustering by KNN and mean shift evaluated

    Duin, RPW., Fred, ALN., Loog, M. & Pekalska, E., 2012, In : Lecture Notes in Computer Science. 7626, p. 51-59 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  285. Moment constrained semi-supervised LDA

    Loog, M., 2012, Proceedings of the the 24th Benelux conference on artificial intelligence. Uiterwijk, JWHM., Roos, N. & Winands, MHM. (eds.). Maastricht, Netherlands: Maastricht University, p. 303-304 2 p.

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

  286. Multi-spectral video endoscopy system for the detection of cancerous tissue

    Leitner, R., de Biasio, M., Arnold, T., Dinh, VC., Loog, M. & Duin, RPW., 2012, In : Pattern Recognition Letters. 34, 1, p. 85-93 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  287. Multiple-instance learning as a classifier combining problem

    Li, Y., Tax, DMJ., Duin, RPW. & Loog, M., 2012, In : Pattern Recognition. 46, 3

    Research output: Contribution to journalArticleScientificpeer-review

  288. Nearest neighbor-based importance weighting

    Loog, M., 2012, The 2012 IEEE workshop on machine learning for signal processing (MLSP) proceedings. SN (ed.). NY, NY, USA: IEEE Society, p. 1-6 6 p.

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

  289. Regression-based cardiac motion prediction from single-phase CTA

    Metz, CT., Baka, N., Kirisli, H., Schaap, M., Klein, S., Neefjes, LA., Mollet, NR., Lelieveldt, BPF., Bruijne, M. D., Niessen, WJ. & van Walsum, T., 2012, In : IEEE Transactions on Medical Imaging. 31, 6, p. 1311-1325 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  290. Robust motion correction in the frequency domain of cardiac MR stress perfusion sequences

    Gupta, V., van de Giessen, M., Kirisli, H., Kirschbaum, SW., Niessen, WJ. & Lelieveldt, BPF., 2012, In : Lecture Notes in Computer Science. 7510, p. 667-674 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  291. Segmentation and visual analysis of whole-body mouse skeleton micro-SPECT

    Khmelinskii, A., Groen, HC., Baiker, M., de Jong, M. & Lelieveldt, BPF., 2012, In : PLoS ONE. 7, 11, p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  292. Semi-supervised linear discriminant analysis using moment constraints

    Loog, M., 2012, In : Lecture Notes in Computer Science. 7081, p. 32-41 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  293. Shape-based assessment of vertebral fracture risk in postmenopausal women using discriminative shape alignment

    Crimi, A., Loog, M., Bruijne, M. D., Nielsen, M. & Lillholm, M., 2012, In : Academic Radiology. 19, 4, p. 446-454 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  294. Statistical shape model based femur kinematics from biplane fluoroscopy

    Baka, N., Bruijne, M. D., van Walsum, T., Kaptein, BL., Giphart, JE., Schaap, M., Niessen, WJ. & Lelieveldt, BPF., 2012, In : IEEE Transactions on Medical Imaging. 31, 8, p. 1573-1583 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  295. Stochastic triplet embedding

    van der Maaten, LJP. & Weinberger, QJ., 2012, Proceedings of the 2012 IEEE international workshop for learning for signal processing. SN (ed.). NY, NY, USA: IEEE Society, p. 1-6 6 p.

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

  296. Super-resolution reconstruction of whole-body MRI mouse data: an interactive approach

    Khmelinskii, A., Kok, P., Dzyubachyk, O., Poot, DHJ., Suidgeest, E., Botha, CP., Niessen, WJ., van der Weerd, L., Meijering, E. & Lelieveldt, BPF., 2012, Proceedings of the 9th Symposium on Biomedical Imaging 2012: From Nano to Macro. Frangi, A., Santos, A., Ober, R. & Ruekert, D. (eds.). Piscataway, NJ, USA: IEEE Society, p. 1723-1726 4 p.

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

  297. Supervised localization of cell nuclei on TMA images

    Ibba, A., Duin, RPW. & Loog, M., 2012, Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA). Liu, D. & Zhou et al, SK. (eds.). Piscataway, NJ, USA: IEEE Society, p. 4321-4327 7 p.

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

  298. Supervised scale-invariant segmentation (and detection)

    Li, Y., Tax, DMJ. & Loog, M., 2012, In : Lecture Notes in Computer Science. 6667, p. 350-361 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  299. The dipping phenomenon

    Loog, M. & Duin, RPW., 2012, In : Lecture Notes in Computer Science. 7626, p. 310-317 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  300. Towards exaggerated emphysema stereotypes

    Chen, C., Sørensen, L., Lauze, F., Igel, C., Loog, M., Feragen, A., Bruijne, M. D. & Nielsen, M., 2012, In : Proceedings of SPIE- International Society for Optical Engineering. 8315, p. 1-13 13 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  301. Training data selection for cancer detection in multispectral endoscopy images

    Dinh, VC., Nap, M., Leitner, R., Loog, M. & Duin, RPW., 2012, Proceedings of 21st International Conference on Pattern Recognition (ICPR 2012). SN (ed.). Berlin, Germany: Springer, p. 161-164 4 p.

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

  302. Visualizing non-metric similarities in multiple maps

    van der Maaten, LJP. & Hinton, G., 2012, In : Machine Learning. 87, 1, p. 33-55 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  303. 2011
  304. A patient-specific visualization tool for comprehensive analysis of coronary CTA and perfusion MRI data

    Kirisli, HA., Gupta, V., Kirschbaum, S., Neefjes, L., Geuns, RJ., Mollet, N., Lelieveldt, BPF., Reiber, JHC., van Walsum, T. & Niessen, WJ., 2011, In : Proceedings of SPIE- International Society for Optical Engineering. 7964, p. 1-4 4 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  305. A study of detecting cancer tissues in multispectral endoscopy data

    Dinh, VC., Loog, M., Duin, RPW., Leitner, R. & Rajadell, O., 2011, ICT.Open 2011. Smeulders, A., Karelse, F., van der Drift, R. & Stroobandt, D. (eds.). Veldhoven, The Netherlands: STW, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  306. Atlas-based articulated skeleton segmentation of ¿SPECT mouse data

    Khmelinskii, A., Baiker, M., Kok, P., de Swart, J., Reiber, JHC., de Jong, M. & Lelieveldt, BPF., 2011, IEEE International Symposium on Biomedical Imaging (ISBI 2011). Wright, S., Pan, X. & Liebling, M. (eds.). New York, NY, USA: IEEE Society, p. 437-440 4 p.

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

  307. Automated regional wall motion abnormality detection by combining rest and stress cardiac MRI: Correlation with contrast-enhanced MRI

    Suinesiaputra, A., Frangi, AF., Kaandorp, TAM., Lamb, HJ., Bax, J. J., Reiber, JHC. & Lelieveldt, BPF., 2011, In : Journal of Magnetic Resonance Imaging. 34, 2, p. 270-278 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  308. Bag dissimilarities for multiple instance learning

    Tax, DMJ., Loog, M., Duin, RPW., Cheplygina, VV. & Lee, WJ., 2011, In : Lecture Notes in Computer Science. 7005, p. 222-234 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  309. Discussion of spectral dimensionality reduction via maximum entropy"

    van der Maaten, LJP., 2011, Proceedings 14th International Conference on Artificial Intelligence & Statistics 2011 (AISTATS). Gordon, G. & Dunson, D. (eds.). Ft Lauderdale, FL, USA: AISTATS, p. 60-62 3 p.

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

  310. Dissimilarity-based detection of schizophrenia

    Ulas, A., Duin, RPW., Castellani, U., Loog, M., Mirtuono, P., Bicego, M., Murino, V., Bellani, M., Cerutti, S., Tansella, M. & Brambilla, P., 2011, In : International Journal of Imaging Systems and Technology. 21, 2, p. 179-192 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  311. Forming different-complexity covariance-model subspaces through piecewise-constant spectra for hyperspectral image classification

    Jensen, AC. & Loog, M., 2011, In : Lecture Notes in Computer Science. 6688, p. 186-195 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  312. Generalized augmentation of multiple kernels

    Lee, WJ., Duin, RPW. & Loog, M., 2011, In : Lecture Notes in Computer Science. p. 116-125 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  313. Hidden-unit conditional random fields

    van der Maaten, LJP., Welling, M. & Saul, LK., 2011, Proceedings 14th International Conference on Artificial Intelligence & Statistics 2011 (AISTATS). Gordon, G. & Dunson, D. (eds.). Ft. Lauderdale, FL, USA: AISTATS, p. 479-488 10 p.

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

  314. Information theoretic preattentive saliency

    Loog, M., 2011, 2011 IEEE International Conference on Computer Vision Workshops. Escolano, F., Rangarajan, A., Yuille, AL. & Hancock, ER. (eds.). Piscataway, NJ, USA: IEEE Society, p. 1418-1424 7 p.

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

  315. Latent variable models for predicting file dependencies in large-scale software development

    Hu, DJ., van der Maaten, LJP., Cho, Y., Saul, LK. & Lerner, S., 2011, Advances in Neural Information Processing Systems. Lafferty, J., Williams, KI., Shawe-Taylor, J., Zemel, RS. & Calcutta, A. (eds.). La Jolla, CA, USA: Neural Information Processing Systems Foundation, p. 865-873 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  316. Learning discriminative Fisher kernels.

    van der Maaten, LJP., 2011, Proceedings of the 28th International Conference on Machine Learning (ICML), 2011. Getoor, L. & Scheffers, T. (eds.). Bellevue, WA, USA: The International Machine Learning Society, p. 217-224 8 p.

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

  317. On combining computer-aided detection systems

    Niemeijer, M., Loog, M., Abramhoff, MD., Viergever, MA., Prokop, M. & van Ginneken, B., 2011, In : IEEE Transactions on Medical Imaging. 30, 2, p. 215-223 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  318. On herding and the perceptron cycling theorem

    Gelfand, AE., van der Maaten, LJP., Cheng, Y. & Welling, M., 2011, Advances in Neural Information Processing Systems 23. Lafferty, J., Williams, CKI., Shawe-Taylor, J., Zemel, RS. & Calcutta, A. (eds.). La Jolla, CA, USA: Neural Information Processing Systems Foundation, p. 694-702 9 p.

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

  319. Pose estimation and tracking of eating persons in real-life settings

    Zhang, L., van der Maaten, LJP., Koenderink, N., Golbach, F. & Hendriks, EA., 2011, Proceedings of ICT.Open. Meulders, A., Karelse, F., van der Drift, R. & Stroobandt, D. (eds.). Utrecht, The Netherlands: STW, p. 1-6 6 p.

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

  320. Question classification by weighted combination of lexical, syntactic and semantic features

    Loni, B., van Tulder, G., Wiggers, P., Tax, DMJ. & Loog, M., 2011, In : Lecture Notes in Computer Science. 6836, p. 243-250 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  321. SEDMI: Saliency based edge detection in multispectral images

    Dinh, VC., Leitner, R., Paclik, P., Loog, M. & Duin, RPW., 2011, In : Image and Vision Computing. p. 546-556 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  322. Slice-based combination of rest and dobutamine-stress cardiac MRI in a statistical motion model to identify myocardial infarction: Validation against contrast-enhanced MRI

    Suinesiaputra, A., Frangi, AF., Kaandorp, TAM., Lamb, HJ., Bax, J. J., Reiber, JHC. & Lelieveldt, BPF., 2011, In : Lecture Notes in Computer Science. 6666, 2011, p. 267-274 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  323. Supervised image segmentation with scale invariance

    Li, Y., Tax, DMJ. & Loog, M., 2011, ICT.Open 2011. Smeulders, A., Karelse, F., van der Drift, R. & Stroobandt, D. (eds.). Veldhoven, The Netherlands: STW, p. 1-6 6 p.

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

  324. Supervised localization of cell nuclei using dissimilarities.

    Ibba, A., Loog, M. & Duin, RPW., 2011, ICT.Open 2011. Smeulders, A., Karelse, F., van der Drift, R. & Stroobandt, D. (eds.). Veldhoven, The Netherlands: STW, p. 1-6 6 p.

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

  325. Towards integrated analysis of longitudinal whole-body small animal imaging studies

    Lelieveldt, BPF., Botha, CP., Kaijzel, EL., Hendriks, EA., Reiber, JHC., Lowik, CWGM. & Dijkstra, J., 2011, International Conference on Speech and Signal Processing (ICASSP 2011). Tichavsky, P. & Chambers, JA. (eds.). New York, NY, USA: IEEE Society, p. 5768-5771 4 p.

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

  326. 2010
  327. A novel and automatic mammographic texture resemblance marker is an independent risk factor for breast cancer

    Nielsen, M., Karemore, G., Loog, M., Raundahl, J., Karssemeijer, N., Otten, JDM., Karsdal, MA., Vachon, CM. & Christiansen, C., 2010, In : Cancer Epidemiology: the international journal of cancer epidemiology, detection and prevention. 35, 4, p. 381-387 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  328. An experimental study on combining Euclidean distances

    Lee, WJ., Duin, RPW., Ibba, A. & Loog, M., 2010, 2010 2nd International Workshop on Cognitive Information Processing (CIP 2010). Gini, F., Theodoridis, S., Greco, MS. & Debbah, M. (eds.). New York, NY, USA: IEEE Society, p. 304-309 6 p.

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