| 2016 | CIARP | A Compact Representation of Multiscale Dissimilarity Data by Prototype Selection. | Yenisel Plasencia Calana, Yan Li, Robert P. W. Duin, Mauricio Orozco-Alzate, Marco Loog, Edel B. Garca Reyes |
| 2016 | SSPR | Unsupervised Parameter Estimation of Non Linear Scaling for Improved Classification in the Dissimilarity Space. | Mauricio Orozco-Alzate, Robert P. W. Duin, Manuele Bicego |
| 2016 | SSPR | The Similarity Between Dissimilarities. | David M. J. Tax, Veronika Cheplygina, Robert P. W. Duin, Jan van de Poll |
| 2014 | SSPR | Towards Scalable Prototype Selection by Genetic Algorithms with Fast Criteria. | Yenisel Plasencia Calana, Mauricio Orozco-Alzate, Heydi Mendez Vazquez, Edel B. Garca Reyes, Robert P. W. Duin |
| 2014 | SSPR | Metric Learning in Dissimilarity Space for Improved Nearest Neighbor Performance. | Robert P. W. Duin, Manuele Bicego, Mauricio Orozco-Alzate, Sang-Woon Kim, Marco Loog |
| 2013 | CIARP | Towards Cluster-Based Prototype Sets for Classification in the Dissimilarity Space. | Yenisel Plasencia Calana, Mauricio Orozco-Alzate, Edel B. Garca Reyes, Robert P. W. Duin |
| 2013 | CIARP | Missing Values in Dissimilarity-Based Classification of Multi-way Data. | Diana Porro-Muoz, Robert P. W. Duin, Isneri Talavera |
| 2013 | ICPRAM | The Area under the ROC Curve as a Criterion for Clustering Evaluation. | Helena Aidos, Robert P. W. Duin, Ana L. N. Fred |
| 2012 | CIARP | On Using Asymmetry Information for Classification in Extended Dissimilarity Spaces. | Yenisel Plasencia Calana, Edel B. Garca Reyes, Robert P. W. Duin, Mauricio Orozco-Alzate |
| 2012 | CIARP | Continuous Multi-way Shape Measure for Dissimilarity Representation. | Diana Porro-Muoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante |
| 2012 | ICPR | A study on semi-supervised dissimilarity representation. | Viet Cuong Dinh, Robert P. W. Duin, Marco Loog |
| 2012 | ICPR | Training data selection for cancer detection in multispectral endoscopy images. | Viet Cuong Dinh, Marco Loog, Raimund Leitner, Olga Rajadell, Robert P. W. Duin |
| 2012 | ICPR | Automated classification of local patches in colon histopathology. | Habil Kalkan, Marius Nap, Robert P. W. Duin, Marco Loog |
| 2012 | ICPR | Combining multi-scale dissimilarities for image classification. | Yan Li, Robert P. W. Duin, Marco Loog |
| 2012 | ICPRAM | Classification using High Order Dissimilarities in Non-euclidean Spaces. | Helena Aidos, Ana L. N. Fred, Robert P. W. Duin |
| 2012 | MICCAI | Automated Colorectal Cancer Diagnosis for Whole-Slice Histopathology. | Habil Kalkan, Marius Nap, Robert P. W. Duin, Marco Loog |
| 2012 | SSPR | Mode Seeking Clustering by KNN and Mean Shift Evaluated. | Robert P. W. Duin, Ana L. N. Fred, Marco Loog, Elzbieta Pekalska |
| 2012 | SSPR | The Dipping Phenomenon. | Marco Loog, Robert P. W. Duin |
| 2011 | CIARP | The Dissimilarity Representation for Structural Pattern Recognition. | Robert P. W. Duin, Elzbieta Pekalska |
| 2011 | CIARP | Dissimilarity-Based Classifications in Eigenspaces. | Sang-Woon Kim, Robert P. W. Duin |
| 2010 | CIARP | On Improving Dissimilarity-Based Classifications Using a Statistical Similarity Measure. | Sang-Woon Kim, Robert P. W. Duin |
| 2010 | CVPR | Spherical embeddings for non-Euclidean dissimilarities. | Richard C. Wilson, Edwin R. Hancock, Elzbieta Pekalska, Robert P. W. Duin |
| 2010 | ICPR | Prototype Selection for Dissimilarity Representation by a Genetic Algorithm. | Yenisel Plasencia Calana, Edel B. Garca Reyes, Mauricio Orozco-Alzate, Robert P. W. Duin |
| 2010 | ICPR | Feature-Based Dissimilarity Space Classification. | Robert P. W. Duin, Marco Loog, Elzbieta Pekalska, David M. J. Tax |
| 2010 | ICPR | Classification of Volcano Events Observed by Multiple Seismic Stations. | Robert P. W. Duin, Mauricio Orozco-Alzate, John Makario Londoo-Bonilla |
| 2010 | ICPR | Random Subspace Method in Text Categorization. | Mehrdad J. Gangeh, Mohamed S. Kamel, Robert P. W. Duin |
| 2010 | ICPR | A Study on Combining Sets of Differently Measured Dissimilarities. | Alessandro Ibba, Robert P. W. Duin, Wan-Jui Lee |
| 2010 | ICPR | ROC Analysis and Cost-Sensitive Optimization for Hierarchical Classifiers. | Pavel Paclk, Carmen Lai, Thomas C. W. Landgrebe, Robert P. W. Duin |
| 2010 | ICPR | Classifying Three-way Seismic Volcanic Data by Dissimilarity Representation. | Diana Porro-Muoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante, John Makario Londoo-Bonilla |
| 2010 | MICCAI | Image Dissimilarity-Based Quantification of Lung Disease from CT. | Lauge Srensen, Marco Loog, Pechin Lo, Haseem Ashraf, Asger Dirksen, Robert P. W. Duin, Marleen de Bruijne |
| 2010 | SSPR | Non-Euclidean Dissimilarities: Causes and Informativeness. | Robert P. W. Duin, Elzbieta Pekalska |
| 2010 | SSPR | An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces. | Sang-Woon Kim, Robert P. W. Duin |
| 2010 | SSPR | The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure. | Diana Porro-Muoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante, John Makario Londoo-Bonilla |
| 2010 | SSPR | Dissimilarity-Based Multiple Instance Learning. | Lauge Srensen, Marco Loog, David M. J. Tax, Wan-Jui Lee, Marleen de Bruijne, Robert P. W. Duin |
| 2009 | CIARP | A Combine-Correct-Combine Scheme for Optimizing Dissimilarity-Based Classifiers. | Sang-Woon Kim, Robert P. W. Duin |
| 2009 | CIARP | A Study on Representations for Face Recognition from Thermal Images. | Yenisel Plasencia, Edel B. Garca Reyes, Robert P. W. Duin, Heydi Mendez Vazquez, Csar San Martn, Claudio Soto |
| 2009 | CIARP | The Representation of Chemical Spectral Data for Classification. | Diana Porro, Robert P. W. Duin, Isneri Talavera-Bustamante, Nosln Hernndez-Gonzlez |
| 2009 | MICCAI | Statistical Analysis of Gait Data to Assist Clinical Decision Making. | Nigar Sen Kktas, Robert P. W. Duin |
| 2008 | CIARP | Spectral Characterization of Volcanic Earthquakes at Nevado del Ruiz Volcano Using Spectral Band Selection/Extraction Techniques. | Mauricio Orozco-Alzate, Marina Skurichina, Robert P. W. Duin |
| 2008 | ICPR | On refining dissimilarity matrices for an improved NN learning. | Robert P. W. Duin, Elzbieta Pekalska |
| 2008 | ICPR | Variance estimation for two-class and multi-class ROC analysis using operating point averaging. | Pavel Paclk, Carmen Lai, Jana Novovicov, Robert P. W. Duin |
| 2008 | SSPR | On Euclidean Corrections for Non-Euclidean Dissimilarities. | Robert P. W. Duin, Elzbieta Pekalska, Artsiom Harol, Wan-Jui Lee, Horst Bunke |
| 2008 | SSPR | An Inexact Graph Comparison Approach in Joint Eigenspace. | Wan-Jui Lee, Robert P. W. Duin |
| 2008 | SSPR | A Fast Approach to Improve Classification Performance of ECOC Classification Systems. | Paolo Simeone, David M. J. Tax, Robert P. W. Duin, Francesco Tortorella |
| 2008 | SSPR | Learning Curves for the Analysis of Multiple Instance Classifiers. | David M. J. Tax, Robert P. W. Duin |
| 2007 | AI | On Combining Dissimilarity-Based Classifiers to Solve the Small Sample Size Problem for Appearance-Based Face Recognition. | Sang-Woon Kim, Robert P. W. Duin |
| 2007 | CIARP | On Using a Pre-clustering Technique to Optimize LDA-Based Classifiers for Appearance-Based Face Recognition. | Sang-Woon Kim, Robert P. W. Duin |
| 2007 | CIARP | Generalizing Dissimilarity Representations Using Feature Lines. | Mauricio Orozco-Alzate, Robert P. W. Duin, Csar Germn Castellanos-Domnguez |
| 2006 | ICPR | Domain Based LDA and QDA. | Piotr Juszczak, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin |
| 2006 | ICPR | Precision-recall operating characteristic (P-ROC) curves in imprecise environments. | Thomas C. W. Landgrebe, Pavel Paclk, Robert P. W. Duin |
| 2006 | ICPR | A Trainable Similarity Measure for Image Classification. | Pavel Paclk, Jana Novovicov, Robert P. W. Duin |
| 2006 | ICPR | Dissimilarity-based classification for vectorial representations. | Elzbieta Pekalska, Robert P. W. Duin |
| 2006 | ICPR | Linear model combining by optimizing the Area under the ROC curve. | David M. J. Tax, Robert P. W. Duin |
| 2006 | SSPR | Structural Inference of Sensor-Based Measurements. | Robert P. W. Duin, Elzbieta Pekalska |
| 2006 | SSPR | Augmented Embedding of Dissimilarity Data into (Pseudo-)Euclidean Spaces. | Artsiom Harol, Elzbieta Pekalska, Serguei Verzakov, Robert P. W. Duin |
| 2006 | SSPR | Combining Accuracy and Prior Sensitivity for Classifier Design Under Prior Uncertainty. | Thomas C. W. Landgrebe, Robert P. W. Duin |
| 2006 | SSPR | Non-Euclidean or Non-metric Measures Can Be Informative. | Elzbieta Pekalska, Artsiom Harol, Robert P. W. Duin, Barbara Spillmann, Horst Bunke |
| 2006 | SSPR | Effectiveness of Spectral Band Selection/Extraction Techniques for Spectral Data. | Marina Skurichina, Serguei Verzakov, Pavel Paclk, Robert P. W. Duin |
| 2006 | SSPR | Transforming Strings to Vector Spaces Using Prototype Selection. | Barbara Spillmann, Michel Neuhaus, Horst Bunke, Elzbieta Pekalska, Robert P. W. Duin |
| 2006 | SSPR | Outlier Detection Using Ball Descriptions with Adjustable Metric. | David M. J. Tax, Piotr Juszczak, Elzbieta Pekalska, Robert P. W. Duin |
| 2006 | SSPR | Edge Detection in Hyperspectral Imaging: Multivariate Statistical Approaches. | Serguei Verzakov, Pavel Paclk, Robert P. W. Duin |
| 2004 | ECCV | Dimensionality Reduction by Canonical Contextual Correlation Projections. | Marco Loog, Bram van Ginneken, Robert P. W. Duin |
| 2004 | ICPR | The Characterization of Classification Problems by Classifier Disagreements. | Robert P. W. Duin, Elzbieta Pekalska, David M. J. Tax |
| 2004 | ICPR | Selective Sampling Based on the Variation in Label Assignments. | Piotr Juszczak, Robert P. W. Duin |
| 2004 | ICPR | Multi-Class Extensions of the GLDB Feature Extraction Algorithm for Spectral Data. | Pavel Paclk, Serguei Verzakov, Robert P. W. Duin |
| 2004 | SSPR | Cost-Based Classifier Evaluation for Imbalanced Problems. | Thomas C. W. Landgrebe, Pavel Paclk, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin |
| 2004 | SSPR | On Not Making Dissimilarities Euclidean. | Elzbieta Pekalska, Robert P. W. Duin, Simon Gnter, Horst Bunke |
| 2004 | SSPR | Selection/Extraction of Spectral Regions for Autofluorescence Spectra Measured in the Oral Cavity. | Marina Skurichina, Pavel Paclk, Robert P. W. Duin, Diana de Veld, Henricus J. C. M. Sterenborg, Max J. H. Witje, Jan L. N. Roodenburg |
| 2004 | SSPR | Feature Shaving for Spectroscopic Data. | Serguei Verzakov, Pavel Paclk, Robert P. W. Duin |
| 2003 | ICANN | Selective Sampling Methods in One-Class Classification Problems. | Piotr Juszczak, Robert P. W. Duin |
| 2003 | ICANN | Supervised Locally Linear Embedding. | Dick de Ridder, Olga Kouropteva, Oleg Okun, Matti Pietikinen, Robert P. W. Duin |
| 2002 | ICPR | The Combining Classifier: To Train or Not to Train? | Robert P. W. Duin |
| 2002 | ICPR | Supervised Segmentation of Textures in Backscatter Images. | Pavel Paclk, Robert P. W. Duin, Geert M. P. van Kempen, Reinhard Kohlus |
| 2002 | ICPR | Prototype Selection for Finding Efficient Representations of Dissimilarity Data. | Elzbieta Pekalska, Robert P. W. Duin |
| 2002 | ICPR | The Economics of Classification: Error vs. Complexity. | Dick de Ridder, Elzbieta Pekalska, Robert P. W. Duin |
| 2002 | ICPR | Using Two-Class Classifiers for Multiclass Classification. | David M. J. Tax, Robert P. W. Duin |
| 2002 | SSPR | Non-iterative Heteroscedastic Linear Dimension Reduction for Two-Class Data. | Marco Loog, Robert P. W. Duin |
| 2002 | SSPR | On Feature Selection with Measurement Cost and Grouped Features. | Pavel Paclk, Robert P. W. Duin, Geert M. P. van Kempen, Reinhard Kohlus |
| 2002 | SSPR | Spatial Representation of Dissimilarity Data via Lower-Complexity Linear and Nonlinear Mappings. | Elzbieta Pekalska, Robert P. W. Duin |
| 2002 | SSPR | Texture Description by Independent Components. | Dick de Ridder, Robert P. W. Duin, Josef Kittler |
| 2001 | ICANN | Health Monitoring with Learning Methods. | Alexander Ypma, Co Melissant, Ole Baunbk-Jensen, Robert P. W. Duin |
| 2000 | BMVC | Probabilistic PCA and ICA Subspace Mixture Models for Image Segmentation. | Dick de Ridder, Josef Kittler, Robert P. W. Duin |
| 2000 | ICPR | Classifiers in Almost Empty Spaces. | Robert P. W. Duin |
| 2000 | ICPR | Multi-Class Linear Feature Extraction by Nonlinear PCA. | Robert P. W. Duin, Marco Loog, Reinhold Haeb-Umbach |
| 2000 | ICPR | Is Independence Good For Combining Classifiers? | Ludmila I. Kuncheva, Christopher J. Whitaker, Catherine A. Shipp, Robert P. W. Duin |
| 2000 | ICPR | Classifiers for Dissimilarity-Based Pattern Recognition. | Elzbieta Pekalska, Robert P. W. Duin |
| 2000 | ICPR | The Adaptive Subspace Map for Texture Segmentation. | Dick de Ridder, Josef Kittler, Olaf Lemmers, Robert P. W. Duin |
| 2000 | ICPR | The Role of Subclasses in Machine Diagnostics. | Marina Skurichina, Alexander Ypma, Robert P. W. Duin |
| 2000 | ICPR | Data Description in Subspaces. | David M. J. Tax, Robert P. W. Duin |
| 2000 | SSPR | The Adaptive Subspace Map for Image Description and Image Database Retrieval. | Dick de Ridder, Olaf Lemmers, Robert P. W. Duin, Josef Kittler |
| 2000 | SSPR | The Role of Combining Rules in Bagging and Boosting. | Marina Skurichina, Robert P. W. Duin |
| 1999 | ESANN | Data domain description using support vectors. | David M. J. Tax, Robert P. W. Duin |
| 1999 | IDA | Pump Failure Detection Using Support Vector Data Descriptions. | David M. J. Tax, Alexander Ypma, Robert P. W. Duin |
| 1998 | ICONIP | On the Application of Neural Networks to Non-Linear Image Processing Tasks. | Dick de Ridder, Robert P. W. Duin, Piet W. Verbeek, Lucas J. van Vliet |
| 1998 | ICPR | Neural network initialization by combined classifiers. | Martijn van Breukelen, Robert P. W. Duin |
| 1998 | ICPR | Relational discriminant analysis and its large sample size problem. | Robert P. W. Duin |
| 1998 | SSPR | Classifier Conditional Posterior Probabilities. | Robert P. W. Duin, David M. J. Tax |
| 1998 | SSPR | Regularization by Adding Redundant Features. | Marina Skurichina, Robert P. W. Duin |
| 1998 | SSPR | Outlier Detection Using Classifier Instability. | David M. J. Tax, Robert P. W. Duin |
| 1997 | BMVC | Neural network experiences between perceptrons and support vectors. | Robert P. W. Duin, Dick de Ridder |
| 1997 | ICONIP | Novelty Detection Using Self-Organizing Maps. | Alexander Ypma, Robert P. W. Duin |
| 1996 | ICANN | Estimating the Reliability of Neural Network Classifications. | Aarnoud Hoekstra, Servaes A. Tholen, Robert P. W. Duin |
| 1996 | ICPR | On the nonlinearity of pattern classifiers. | Aarnoud Hoekstra, Robert P. W. Duin |
| 1996 | ICPR | Combining classifiers. | Josef Kittler, Mohamad Hatef, Robert P. W. Duin |
| 1996 | ICPR | Stabilizing classifiers for very small sample sizes. | Marina Skurichina, Robert P. W. Duin |
| 1995 | CAIP | SMD position measurement by a Kohonen network compared with image processing. | Robert P. W. Duin, Edwin Th. G. Hoek |
| 1994 | ICPR | The effective capacity of multilayer feedforward network classifiers. | Martin A. Kraaijveld, Robert P. W. Duin |
| 1993 | ICDAR | Evaluation method for an automatic map interpretation system for cadastral maps. | Rik D. T. Janssen, Robert P. W. Duin, Albert M. Vossepoel |
| 1992 | ICPR | Feedforward neural networks with random weights. | Wouter F. Schmidt, Martin A. Kraaijveld, Robert P. W. Duin |
| 1990 | MVA | Architectures for Multidimensional Low- and Intermediate Level Image Processing (Invited). | Pieter P. Jonker, Erwin R. Komen, Robert P. W. Duin |
| 1990 | MVA | Mapping an N N Image on P Processors. | Erwin R. Komen, Wouter B. Teeuw, Robert P. W. Duin, Pieter P. Jonker |
| 1989 | IAS | Model Based Recognition of 3D Objects From Single 2D Images. | Etienne P. Romsom, Robert P. W. Duin |