1. 2016
  2. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  3. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  4. 2015
  5. 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

  6. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  7. 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

  8. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  9. APT: Action localization Proposals from dense Trajectories

    Gemert, JC., Jain, M., Gati, E. & Snoek, CGM., 2015, Proceedings of the 26th British Machine Vision Conference, BMVC 2015. Xie, X., Jones, MW. & Tam, GKL. (eds.). s.l.: s.n., p. 1-12 12 p.

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

  10. 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

  11. 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

  12. 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

  13. 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

  14. BING3D: Fast Spatio-Temporal Proposals for Action Localization

    Gati, E., Schavemaker, JGM. & Gemert, JC., 2015, Proceedings of the 2nd Netherlands Conference on Computer Vision, NCCV 2015. Dibeklioglu, H., Mensink, T., Poppe, R. & Gevers, T. (eds.). s.l.: ASCI, p. 1-8 8 p.

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

  15. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  16. 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

  17. Fluorescence lifetime imaging to differentiate bound from unbound ICG-cRGD both in vitro and in vivo

    Stegehuis, PL., Boonstra, MC., de Rooij, KE., Powolny, FE., Sinisi, R., Homulle, HAR., Bruschini, C., Charbon, E., van de Velde, CJH., Lelieveldt, B. P. F., Vahrmeijer, AL., Dijkstra, J. & Giessen, M., 2015, Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XIII. Mahadevan-Jansen, A., Vo-Dinh, T. & Grundfest, W. S. (eds.). Bellingham, WA: SPIE, p. 1-6 6 p. (Proceedings of SPIE- International Society for Optical Engineering; vol. 9313).

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

  18. 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

  19. 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

  20. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  21. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  22. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  23. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  24. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  25. 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

  26. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  27. 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

  28. 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

  29. Objects2action: Classifying and localizing actions without any video example

    Jain, M., Gemert, JC., Mensink, T. & Snoek, CGM., 2015, (In preparation) Proceedings of the International Conference on Computer Vision, ICCV 2015. Mortensen, E. & Fidler, S. (eds.). Ithaca, New York: Cornell University Library, p. 1-9 9 p.

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

  30. 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

  31. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  32. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  33. 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

  34. 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 others, Okal, 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  40. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  41. 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

  42. 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

  43. 2014
  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  51. Diagnostic classification of arterial spin labeling and structural MRI in presenile early-stage dementia

    Bron, EE., Steketee, RME., Houston, G., Oliver, RA., Achterberg, HC., Loog, M., van Swieten, JC., Hammers, A., Niessen, WJ., Smits, M. & Klein, S., 2014, In : Human Brain Mapping. 35, p. 4916-4931 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  52. Evaluation of automated statistical shape model based knee kinematics from biplane fluoroscopy

    Baka, N., Kaptein, B. L., Giphart, J. E., Staring, M., de Bruijne, M., Lelieveldt, B. P. F. & Valstar, E. R., 2014, In : Journal of Biomechanics. 47, 1, p. 122-129 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  53. 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