1. 2014
  2. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  3. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  4. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  5. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  6. Integrative visualization of whole body molecular imaging data

    Kok, P., 2014, 115 p.

    Research output: ThesisDissertation (TU Delft)

  7. 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

  8. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  9. 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

  10. 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

  11. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  12. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  13. 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

  14. 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 others, Messier, M., 2014, In : Journal of the American Institute for Conservation. 53, 3, p. 159-170 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. 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

  16. 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

  17. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  18. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  19. 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

  20. 2013
  21. 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

  22. 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

  23. Automated surface texture classification of inktjet and photographic media

    Messier, P., Johnson, R., Wilhem, H., Sethares, WA., Klein, AG., Abry, P., Jaffard, S., Wendt, H., Roux, S., van Pustelnik, N., van der Maaten, LJP. & Postma, E., 2013, Proceedings NIP29: The 29th International Conference on Digital Printing Technologies 2013. Zapka et al, W. & Simske, SJ. (eds.). Springfield, VA, USA: SPIE, p. 85-91 7 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  24. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  25. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  26. 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

  27. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  28. 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

  29. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  30. 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

  31. 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

  32. 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

  33. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  34. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  35. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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

    Dinh, VC., 2013, 112 p.

    Research output: ThesisDissertation (TU Delft)

  37. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  38. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  39. 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)

  40. 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

  41. 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

  42. 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/Conference proceedings/Edited volumeChapterScientific

  43. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  44. 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

  45. 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

  46. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  47. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  48. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  49. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  50. 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

  51. 2012
  52. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  53. 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/Conference proceedings/Edited volumeConference contributionScientificpeer-review