Bob Duin

2016
Tax DMJ, Cheplygina V, Duin RPW, van de Poll J. The Similarity between Dissimilarities. In: Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR). Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR).; 2016:84-94.
2013
Calana YP, Cheplygina V, Duin RPW, et al. On the Informativeness of Asymmetric Dissimilarities Hancock ER, Pelillo M. Similarity-Based Pattern Recognition. 2013;LNCS 7953:75-89. Download: plasencia2013informativeness.pdf (208.14 KB)
Li Y, Tax DMJ, Duin RPW, Loog M. The Link between Multiple-Instance Learning and Learning from Only Positive and Unlabelled Examples. In: Zhou Z-H, Roli F, Kittler J Multiple Classifier Systems.Vol LNCS 7872. Multiple Classifier Systems.; 2013:157-166. Download: MilLopu_MCS2013.pdf (332.44 KB)
Porro Muñoz D, Duin RPW, Talavera I. Missing Values in Dissimilarity-Based Classification of Multi-way Data. In: Ruiz-Shulcloper J, di Baja GS Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, {CIARP} 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part {I}.Vol 8258. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, {CIARP} 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part {I}.; 2013:214–221. Available at: http://dx.doi.org/10.1007/978-3-642-41822-8.
Duin RPW, Pekalska E, Loog M. Non-Euclidean Dissimilarities: Causes, Embedding and Informativeness. In: Pelillo M Similarity-Based Pattern Analysis and Recognition. Similarity-Based Pattern Analysis and Recognition.; 2013:13-44. Available at: http://dx.doi.org/10.1007/978-1-4471-5628-4_2.
Calana YP, Orozco-Alzate M, Reyes EGB, Duin RPW. Towards Cluster-Based Prototype Sets for Classification in the Dissimilarity Space. In: Ruiz-Shulcloper J, di Baja GS Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, {CIARP} 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part {I}.Vol 8258. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 18th Iberoamerican Congress, {CIARP} 2013, Havana, Cuba, November 20-23, 2013, Proceedings, Part {I}.; 2013:294–301. Available at: http://dx.doi.org/10.1007/978-3-642-41822-8.
2012
Ibba A, Duin RPW, Loog M. Supervised localization of cell nuclei on TMA images. In: IEEE Computer Society Workshop on MMBIA, Breckenridge. IEEE Computer Society Workshop on MMBIA, Breckenridge.; 2012. Download: Paper 45 mmbia_2012_final.pdf (2.48 MB)
Kalkan H, Nap M, Duin RPW, Loog M. Automated classification of local patches in colon histopathology. In: 21st International Conference on Pattern Recognition, ICPR 2012. 21st International Conference on Pattern Recognition, ICPR 2012. Tsukuba, Japan; 2012:61-64.
Kalkan H, Nap M, Duin RPW, Loog M. Automated Colorectal Cancer Diagnosis for Whole-Slice Histopathology. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI 2012).Vol LNCS 7512. Medical Image Computing and Computer-Assisted Intervention (MICCAI 2012). Nice, France; 2012:550-557.
Aidos H, Fred ALN, Duin RPW. Classification using high order dissimilarities in non-Euclidean spaces. In: Carmona LP, Sanchez SJ, Fred ALN International Conference on Pattern Recognition Applications and Methods (ICPRAM 2012). International Conference on Pattern Recognition Applications and Methods (ICPRAM 2012). Vilamoura, Algarve - Portugal ; 2012:306-309.
Li Y, Duin RPW, Loog M. Combining multi-scale dissimilarities for image classification. In: 21st International Conference on Pattern Recognition (ICPR). 21st International Conference on Pattern Recognition (ICPR).; 2012:1639–1642. Download: ScaleDissimilarity_ICPR2012.pdf (206.17 KB)
Porro Muñoz D, Duin RPW, Orozco-Alzate M, Talavera-Bustamante I. Continuous Multi-way Shape Measure for Dissimilarity Representation. In: 17th Iberoamerican Congress in Pattern Recognition CIARP 2012.Vol LNCS 7441. 17th Iberoamerican Congress in Pattern Recognition CIARP 2012.; 2012:430-437.
Loog M, Duin RPW. The Dipping Phenomenon. In: Structural, Syntactic, and Statistical Pattern Recognition, SSPR/SPR 2012.Vol LNCS 7626. Structural, Syntactic, and Statistical Pattern Recognition, SSPR/SPR 2012. Hiroshima, Japan; 2012:310-317.
Duin RPW, Fred ALN, Loog M, Pekalska E. Mode Seeking Clustering by KNN and Mean Shift Evaluated. In: Structural, Syntactic, and Statistical Pattern Recognition, SSPR/SPR 2012.Vol LNCS 7626. Structural, Syntactic, and Statistical Pattern Recognition, SSPR/SPR 2012. Hiroshima, Japan; 2012:51-59.
Dinh VC, Duin RPW, Loog M. A study on semi-supervised dissimilarity representation. In: Pattern Recognition (ICPR), 2012 21st International Conference on. Pattern Recognition (ICPR), 2012 21st International Conference on.; 2012:2861–2864.
Dinh VC, Loog M, Leitner R, Rajadell Rojas O, Duin RPW. Training data selection for cancer detection in multispectral endoscopy images. In: Pattern Recognition (ICPR), 2012 21st International Conference on. Pattern Recognition (ICPR), 2012 21st International Conference on.; 2012:161–164.
2011
Tax DMJ, Loog M, Duin RPW, Cheplygina V, Lee W-J. Bag dissimilarities for multiple instance learning. In: Pelillo M, Hancock ER Similarity-Based Pattern Recognition.Vol LNCS 7005. Similarity-Based Pattern Recognition.; 2011:222–234. Download: simbad_11_mil.pdf (154.09 KB)