Robert P. W. Duin

Publication Activity (10 Years)

Years Active: 1976-2021
Publications (10 Years): 7

Top Venues

CoRR

S+SSPR

ICPR

CIARP

Publications

Robert P. W. Duin
The Origin of Patterns. Frontiers Comput. Sci. 3 (2021)
Robert P. W. Duin, Sergey Verzakov
Fast kNN mode seeking clustering applied to active learning. CoRR (2017)
Robert P. W. Duin, Elzbieta Pekalska
Zero-error dissimilarity based classifiers. CoRR (2016)
Robert P. W. Duin, Elzbieta Pekalska
Domain based classification. CoRR (2016)
David M. J. Tax, Veronika Cheplygina, Robert P. W. Duin, Jan van de Poll
The Similarity Between Dissimilarities. S+SSPR (2016)
Mauricio Orozco-Alzate, Robert P. W. Duin, Manuele Bicego
Unsupervised Parameter Estimation of Non Linear Scaling for Improved Classification in the Dissimilarity Space. S+SSPR (2016)
Yenisel Plasencia Calana, Yan Li, Robert P. W. Duin, Mauricio Orozco-Alzate, Marco Loog, Edel B. García Reyes
A Compact Representation of Multiscale Dissimilarity Data by Prototype Selection. CIARP (2016)
Robert P. W. Duin
The dissimilarity representation for finding universals from particulars by an anti-essentialist approach. Pattern Recognit. Lett. 64 (2015)
Richard C. Wilson, Edwin R. Hancock, Elzbieta Pekalska, Robert P. W. Duin
Spherical and Hyperbolic Embeddings of Data. IEEE Trans. Pattern Anal. Mach. Intell. 36 (11) (2014)
Robert P. W. Duin, Manuele Bicego, Mauricio Orozco-Alzate, Sang-Woon Kim, Marco Loog
Metric Learning in Dissimilarity Space for Improved Nearest Neighbor Performance. S+SSPR (2014)
Yenisel Plasencia Calana, Mauricio Orozco-Alzate, Heydi Mendez Vazquez, Edel B. García Reyes, Robert P. W. Duin
Towards Scalable Prototype Selection by Genetic Algorithms with Fast Criteria. S+SSPR (2014)
Olga Rajadell, Pedro García-Sevilla, Viet Cuong Dinh, Robert P. W. Duin
Improving Hyperspectral Pixel Classification With Unsupervised Training Data Selection. IEEE Geosci. Remote. Sens. Lett. 11 (3) (2014)
Raimund Leitner, Martin De Biasio, Thomas Arnold, Viet Cuong Dinh, Marco Loog, Robert P. W. Duin
Multi-spectral video endoscopy system for the detection of cancerous tissue. Pattern Recognit. Lett. 34 (1) (2013)
Yan Li, David M. J. Tax, Robert P. W. Duin, Marco Loog
The Link between Multiple-Instance Learning and Learning from Only Positive and Unlabelled Examples. MCS (2013)
Yenisel Plasencia Calana, Veronika Cheplygina, Robert P. W. Duin, Edel B. García Reyes, Mauricio Orozco-Alzate, David M. J. Tax, Marco Loog
On the Informativeness of Asymmetric Dissimilarities. SIMBAD (2013)
Diana Porro-Muñoz, Robert P. W. Duin, Isneri Talavera
Missing Values in Dissimilarity-Based Classification of Multi-way Data. CIARP (1) (2013)
Yenisel Plasencia Calana, Mauricio Orozco-Alzate, Edel B. García Reyes, Robert P. W. Duin
Towards Cluster-Based Prototype Sets for Classification in the Dissimilarity Space. CIARP (1) (2013)
Helena Aidos, Robert P. W. Duin, Ana L. N. Fred
The Area under the ROC Curve as a Criterion for Clustering Evaluation. ICPRAM (2013)
Viet Cuong Dinh, Robert P. W. Duin, Ignacio Piqueras-Salazar, Marco Loog
FIDOS: A generalized Fisher based feature extraction method for domain shift. Pattern Recognit. 46 (9) (2013)
Yan Li, David M. J. Tax, Robert P. W. Duin, Marco Loog
Multiple-instance learning as a classifier combining problem. Pattern Recognit. 46 (3) (2013)
Yenisel Plasencia Calana, Mauricio Orozco-Alzate, Edel B. García Reyes, Robert P. W. Duin
Selecting feature lines in generalized dissimilarity representations for pattern recognition. Digit. Signal Process. 23 (3) (2013)
Viet Cuong Dinh, Marco Loog, Raimund Leitner, Olga Rajadell, Robert P. W. Duin
Training data selection for cancer detection in multispectral endoscopy images. ICPR (2012)
Diana Porro-Muñoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante
Continuous Multi-way Shape Measure for Dissimilarity Representation. CIARP (2012)
Marco Loog, Robert P. W. Duin
The Dipping Phenomenon. SSPR/SPR (2012)
Yan Li, Robert P. W. Duin, Marco Loog
Combining multi-scale dissimilarities for image classification. ICPR (2012)
Robert P. W. Duin, Elzbieta Pekalska
The dissimilarity space: Bridging structural and statistical pattern recognition. Pattern Recognit. Lett. 33 (7) (2012)
Alessandro Ibba, Robert P. W. Duin, Marco Loog
Supervised localization of cell nuclei on TMA images. MMBIA (2012)
Habil Kalkan, Marius Nap, Robert P. W. Duin, Marco Loog
Automated classification of local patches in colon histopathology. ICPR (2012)
Habil Kalkan, Marius Nap, Robert P. W. Duin, Marco Loog
Automated Colorectal Cancer Diagnosis for Whole-Slice Histopathology. MICCAI (3) (2012)
Wan-Jui Lee, Veronika Cheplygina, David M. J. Tax, Marco Loog, Robert P. W. Duin
Bridging Structure and Feature Representations in Graph Matching. Int. J. Pattern Recognit. Artif. Intell. 26 (5) (2012)
Mehrdad J. Gangeh, Robert P. W. Duin, Bart M. ter Haar Romeny, Mohamed S. Kamel
A Two-Stage Combined Classifier in Scale Space Texture Classification CoRR (2012)
Helena Aidos, Ana L. N. Fred, Robert P. W. Duin
Classification using High Order Dissimilarities in Non-euclidean Spaces. ICPRAM (1) (2012)
Robert P. W. Duin, Ana L. N. Fred, Marco Loog, Elzbieta Pekalska
Mode Seeking Clustering by KNN and Mean Shift Evaluated. SSPR/SPR (2012)
Yenisel Plasencia Calana, Edel B. García Reyes, Robert P. W. Duin, Mauricio Orozco-Alzate
On Using Asymmetry Information for Classification in Extended Dissimilarity Spaces. CIARP (2012)
Viet Cuong Dinh, Robert P. W. Duin, Marco Loog
A study on semi-supervised dissimilarity representation. ICPR (2012)
Aydin Ulas, Robert P. W. Duin, Umberto Castellani, Marco Loog, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Marcella Bellani, Stefania Cerruti, Michele Tansella, Paolo Brambilla
Dissimilarity-based detection of schizophrenia. Int. J. Imaging Syst. Technol. 21 (2) (2011)
Wan-Jui Lee, Robert P. W. Duin, Marco Loog
Generalized Augmentation of Multiple Kernels. MCS (2011)
Robert P. W. Duin, Elzbieta Pekalska
The Dissimilarity Representation for Structural Pattern Recognition. CIARP (2011)
Sang-Woon Kim, Robert P. W. Duin
Dissimilarity-Based Classifications in Eigenspaces. CIARP (2011)
David M. J. Tax, Marco Loog, Robert P. W. Duin, Veronika Cheplygina, Wan-Jui Lee
Bag Dissimilarities for Multiple Instance Learning. SIMBAD (2011)
Diana Porro-Muñoz, Isneri Talavera-Bustamante, Robert P. W. Duin, Mauricio Orozco-Alzate
Combining Dissimilarities for Three-Way Data Classification. Computación y Sistemas 15 (1) (2011)
Viet Cuong Dinh, Raimund Leitner, Pavel Paclík, Marco Loog, Robert P. W. Duin
SEDMI: Saliency based edge detection in multispectral images. Image Vis. Comput. 29 (8) (2011)
Olga Rajadell, Pedro García-Sevilla, Viet Cuong Dinh, Robert P. W. Duin
Semi-supervised hyperspectral pixel classification using interactive labeling. WHISPERS (2011)
Diana Porro-Muñoz, Robert P. W. Duin, Isneri Talavera-Bustamante, Mauricio Orozco-Alzate
Classification of three-way data by the dissimilarity representation. Signal Process. 91 (11) (2011)
Chun-Xia Zhang, Robert P. W. Duin
An experimental study of one- and two-level classifier fusion for different sample sizes. Pattern Recognit. Lett. 32 (14) (2011)
Diana Porro-Muñoz, Robert P. W. Duin, Isneri Talavera-Bustamante, Mauricio Orozco-Alzate
A Study on the Influence of Shape in Classifying Small Spectral Data Sets. SIMBAD (2011)
Lauge Sørensen, Marco Loog, Pechin Lo, Haseem Ashraf, Asger Dirksen, Robert P. W. Duin, Marleen de Bruijne
Image Dissimilarity-Based Quantification of Lung Disease from CT. MICCAI (1) (2010)
Stefan Klein, Marco Loog, Fedde van der Lijn, Tom den Heijer, Alexander Hammers, Marleen de Bruijne, Aad van der Lugt, Robert P. W. Duin, Monique M. B. Breteler, Wiro J. Niessen
Early diagnosis of dementia based on intersubject whole-brain dissimilarities. ISBI (2010)
Diana Porro-Muñoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante, John Makario Londoño-Bonilla
Classifying Three-way Seismic Volcanic Data by Dissimilarity Representation. ICPR (2010)
Lauge Sørensen, Marco Loog, David M. J. Tax, Wan-Jui Lee, Marleen de Bruijne, Robert P. W. Duin
Dissimilarity-Based Multiple Instance Learning. SSPR/SPR (2010)
Nigar Sen Köktas, Nese Yalabik, Günes Yavuzer, Robert P. W. Duin
A multi-classifier for grading knee osteoarthritis using gait analysis. Pattern Recognit. Lett. 31 (9) (2010)
Yenisel Plasencia Calana, Edel B. García Reyes, Mauricio Orozco-Alzate, Robert P. W. Duin
Prototype Selection for Dissimilarity Representation by a Genetic Algorithm. ICPR (2010)
Robert P. W. Duin, Denis Laurendeau, Brian C. Lovell
Award winning papers from the 19th International Conference on Pattern Recognition (ICPR). Pattern Recognit. Lett. 31 (8) (2010)
Robert P. W. Duin
Non-Euclidean Problems in Pattern Recognition Related to Human Expert Knowledge. ICEIS (2010)
Wan-Jui Lee, Robert P. W. Duin, Horst Bunke
Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems. MCS (2010)
Mehrdad J. Gangeh, Mohamed S. Kamel, Robert P. W. Duin
Random Subspace Method in Text Categorization. ICPR (2010)
Robert P. W. Duin, Marco Loog, Elzbieta Pekalska, David M. J. Tax
Feature-Based Dissimilarity Space Classification. ICPR Contests (2010)
Robert P. W. Duin, Elzbieta Pekalska
Non-Euclidean Dissimilarities: Causes and Informativeness. SSPR/SPR (2010)
Robert P. W. Duin, Mauricio Orozco-Alzate, John Makario Londoño-Bonilla
Classification of Volcano Events Observed by Multiple Seismic Stations. ICPR (2010)
Robert P. W. Duin
Pattern Recognition as a Human Centered non-Euclidean Problem. ICEIS (1) (2010)
Richard C. Wilson, Edwin R. Hancock, Elzbieta Pekalska, Robert P. W. Duin
Spherical embeddings for non-Euclidean dissimilarities. CVPR (2010)
Sang-Woon Kim, Robert P. W. Duin
An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces. SSPR/SPR (2010)
Diana Porro-Muñoz, Robert P. W. Duin, Mauricio Orozco-Alzate, Isneri Talavera-Bustamante, John Makario Londoño-Bonilla
The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure. SSPR/SPR (2010)
Pavel Paclík, Carmen Lai, Thomas Landgrebe, Robert P. W. Duin
ROC Analysis and Cost-Sensitive Optimization for Hierarchical Classifiers. ICPR (2010)
Mónica Millán-Giraldo, Robert P. W. Duin, José Salvador Sánchez
Dissimilarity-based classification of data with missing attributes. CIP (2010)
Robert P. W. Duin
Pattern Recognition as a Human Centered non-Euclidean Problem. PRIS (2010)
Sang-Woon Kim, Robert P. W. Duin
On Improving Dissimilarity-Based Classifications Using a Statistical Similarity Measure. CIARP (2010)
Alessandro Ibba, Robert P. W. Duin, Wan-Jui Lee
A Study on Combining Sets of Differently Measured Dissimilarities. ICPR (2010)
Wan-Jui Lee, Robert P. W. Duin, Alessandro Ibba, Marco Loog
An experimental study on combining Euclidean distances. CIP (2010)
Mauricio Orozco-Alzate, Robert P. W. Duin, Germán Castellanos-Domínguez
A generalization of dissimilarity representations using feature lines and feature planes. Pattern Recognit. Lett. 30 (3) (2009)
Piotr Juszczak, David M. J. Tax, Elzbieta Pekalska, Robert P. W. Duin
Minimum spanning tree based one-class classifier. Neurocomputing 72 (7-9) (2009)
David M. J. Tax, Marco Loog, Robert P. W. Duin
Optimal Mean-Precision Classifier. MCS (2009)
Viet Cuong Dinh, Raimund Leitner, Pavel Paclík, Robert P. W. Duin
A Clustering Based Method for Edge Detection in Hyperspectral Images. SCIA (2009)
Manuele Bicego, Elzbieta Pekalska, David M. J. Tax, Robert P. W. Duin
Component-based discriminative classification for hidden Markov models. Pattern Recognit. 42 (11) (2009)
Sang-Woon Kim, Robert P. W. Duin
A Combine-Correct-Combine Scheme for Optimizing Dissimilarity-Based Classifiers. CIARP (2009)
Chunxia Zhang, Robert P. W. Duin
An Empirical Study of a Linear Regression Combiner on Multi-class Data Sets. MCS (2009)
Wan-Jui Lee, Robert P. W. Duin
A Labelled Graph Based Multiple Classifier System. MCS (2009)
Yenisel Plasencia, Edel B. García Reyes, Robert P. W. Duin, Heydi Mendez Vazquez, César San Martín, Claudio Soto
A Study on Representations for Face Recognition from Thermal Images. CIARP (2009)
Manuele Bicego, Marco Cristani, Vittorio Murino, Elzbieta Pekalska, Robert P. W. Duin
Clustering-Based Construction of Hidden Markov Models for Generative Kernels. EMMCVPR (2009)
Diana Porro, Robert P. W. Duin, Isneri Talavera-Bustamante, Noslén Hernández-González
The Representation of Chemical Spectral Data for Classification. CIARP (2009)
Nigar Sen Köktas, Robert P. W. Duin
Statistical Analysis of Gait Data to Assist Clinical Decision Making. MCBR-CDS (2009)
Barat Mojaradi, Hamid Abrishami Moghaddam, Mohammad Javad Valadan Zoej, Robert P. W. Duin
Dimensionality Reduction of Hyperspectral Data via Spectral Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 47 (7-2) (2009)
Pavel Paclík, Carmen Lai, Jana Novovicová, Robert P. W. Duin
Variance estimation for two-class and multi-class ROC analysis using operating point averaging. ICPR (2008)
Robert P. W. Duin, Elzbieta Pekalska, Artsiom Harol, Wan-Jui Lee, Horst Bunke
On Euclidean Corrections for Non-Euclidean Dissimilarities. SSPR/SPR (2008)
David M. J. Tax, Robert P. W. Duin
Learning Curves for the Analysis of Multiple Instance Classifiers. SSPR/SPR (2008)
Claudio Marrocco, Robert P. W. Duin, Francesco Tortorella
Maximizing the area under the ROC curve by pairwise feature combination. Pattern Recognit. 41 (6) (2008)
David M. J. Tax, Robert P. W. Duin
Growing a multi-class classifier with a reject option. Pattern Recognit. Lett. 29 (10) (2008)
Yunlei Li, Dick de Ridder, Robert P. W. Duin, Marcel J. T. Reinders
Integration of prior knowledge of measurement noise in kernel density classification. Pattern Recognit. 41 (1) (2008)
Wan-Jui Lee, Robert P. W. Duin
An Inexact Graph Comparison Approach in Joint Eigenspace. SSPR/SPR (2008)
Paolo Simeone, David M. J. Tax, Robert P. W. Duin, Francesco Tortorella
A Fast Approach to Improve Classification Performance of ECOC Classification Systems. SSPR/SPR (2008)
Elzbieta Pekalska, Robert P. W. Duin
Beyond Traditional Kernels: Classification in Two Dissimilarity-Based Representation Spaces. IEEE Trans. Syst. Man Cybern. Part C 38 (6) (2008)
Thomas Landgrebe, Robert P. W. Duin
Efficient Multiclass ROC Approximation by Decomposition via Confusion Matrix Perturbation Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 30 (5) (2008)
Robert P. W. Duin, Elzbieta Pekalska
On refining dissimilarity matrices for an improved NN learning. ICPR (2008)
Sergio Escalera, David M. J. Tax, Oriol Pujol, Petia Radeva, Robert P. W. Duin
Subclass Problem-Dependent Design for Error-Correcting Output Codes. IEEE Trans. Pattern Anal. Mach. Intell. 30 (6) (2008)
Mauricio Orozco-Alzate, Marina Skurichina, Robert P. W. Duin
Spectral Characterization of Volcanic Earthquakes at Nevado del Ruiz Volcano Using Spectral Band Selection/Extraction Techniques. CIARP (2008)
Thomas Landgrebe, Robert P. W. Duin
Approximating the multiclass ROC by pairwise analysis. Pattern Recognit. Lett. 28 (13) (2007)
Wan-Jui Lee, Sergey Verzakov, Robert P. W. Duin
Kernel Combination Versus Classifier Combination. MCS (2007)
Sang-Woon Kim, Robert P. W. Duin
On Combining Dissimilarity-Based Classifiers to Solve the Small Sample Size Problem for Appearance-Based Face Recognition. Canadian Conference on AI (2007)
Manuele Bicego, Elzbieta Pekalska, Robert P. W. Duin
Group-Induced Vector Spaces. MCS (2007)
Artsiom Harol, Carmen Lai, Elzbieta Pekalska, Robert P. W. Duin
Pairwise feature evaluation for constructing reduced representations. Pattern Anal. Appl. 10 (1) (2007)

Robert P. W. Duin.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Robert P. W. Duin