Robert P. W. Duin

	2012
190		Helena Aidos, Ana L. N. Fred, Robert P. W. Duin: Classification using High Order Dissimilarities in Non-euclidean Spaces. ICPRAM (1) 2012: 306-309
189		Robert P. W. Duin, Elzbieta Pekalska: The dissimilarity space: Bridging structural and statistical pattern recognition. Pattern Recognition Letters 33(7): 826-832 (2012)
	2011
188		Robert P. W. Duin, Elzbieta Pekalska: The Dissimilarity Representation for Structural Pattern Recognition. CIARP 2011: 1-24
187		Sang-Woon Kim, Robert P. W. Duin: Dissimilarity-Based Classifications in Eigenspaces. CIARP 2011: 425-432
186		Wan-Jui Lee, Robert P. W. Duin, Marco Loog: Generalized Augmentation of Multiple Kernels. MCS 2011: 116-125
185		David M. J. Tax, Marco Loog, Robert P. W. Duin, Veronika Cheplygina, Wan-Jui Lee: Bag Dissimilarities for Multiple Instance Learning. SIMBAD 2011: 222-234
184		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: 306-320
183		V. Cuong Dinh, Raimund Leitner, Pavel Paclík, Marco Loog, Robert P. W. Duin: SEDMI: Saliency based edge detection in multispectral images. Image Vision Comput. 29(8): 546-556 (2011)
182		Chun-Xia Zhang, Robert P. W. Duin: An experimental study of one- and two-level classifier fusion for different sample sizes. Pattern Recognition Letters 32(14): 1756-1767 (2011)
181		Diana Porro-Muñoz, Robert P. W. Duin, Isneri Talavera-Bustamante, Mauricio Orozco-Alzate: Classification of three-way data by the dissimilarity representation. Signal Processing 91(11): 2520-2529 (2011)
	2010
180		Sang-Woon Kim, Robert P. W. Duin: On Improving Dissimilarity-Based Classifications Using a Statistical Similarity Measure. CIARP 2010: 418-425
179		Richard C. Wilson, Edwin R. Hancock, Elzbieta Pekalska, Robert P. W. Duin: Spherical embeddings for non-Euclidean dissimilarities. CVPR 2010: 1903-1910
178		Robert P. W. Duin: Non-Euclidean Problems in Pattern Recognition Related to Human Expert Knowledge. ICEIS 2010: 15-28
177		Robert P. W. Duin: Pattern Recognition as a Human Centered non-Euclidean Problem. ICEIS (1) 2010: 5
176		Robert P. W. Duin, Mauricio Orozco-Alzate, John Makario Londoño-Bonilla: Classification of Volcano Events Observed by Multiple Seismic Stations. ICPR 2010: 1052-1055
175		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: 177-180
174		Mehrdad J. Gangeh, Mohamed S. Kamel, Robert P. W. Duin: Random Subspace Method in Text Categorization. ICPR 2010: 2049-2052
173		Pavel Paclík, Carmen Lai, Thomas Landgrebe, Robert P. W. Duin: ROC Analysis and Cost-Sensitive Optimization for Hierarchical Classifiers. ICPR 2010: 2977-2980
172		Alessandro Ibba, Robert P. W. Duin, Wan-Jui Lee: A Study on Combining Sets of Differently Measured Dissimilarities. ICPR 2010: 3360-3363
171		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: 814-817
170		Robert P. W. Duin, Marco Loog, Elzbieta Pekalska, David M. J. Tax: Feature-Based Dissimilarity Space Classification. ICPR Contests 2010: 46-55
169		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: 249-252
168		Wan-Jui Lee, Robert P. W. Duin, Horst Bunke: Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems. MCS 2010: 155-164
167		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: 37-44
166		Robert P. W. Duin: Pattern Recognition as a Human Centered non-Euclidean Problem. PRIS 2010: 3-12
165		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: 129-138
164		Robert P. W. Duin, Elzbieta Pekalska: Non-Euclidean Dissimilarities: Causes and Informativeness. SSPR/SPR 2010: 324-333
163		Sang-Woon Kim, Robert P. W. Duin: An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces. SSPR/SPR 2010: 559-568
162		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: 569-578
161		Robert P. W. Duin, Denis Laurendeau, Brian C. Lovell: Award winning papers from the 19th International Conference on Pattern Recognition (ICPR). Pattern Recognition Letters 31(8): 649 (2010)
160		Nigar Sen Köktas, Nese Yalabik, Günes Yavuzer, Robert P. W. Duin: A multi-classifier for grading knee osteoarthritis using gait analysis. Pattern Recognition Letters 31(9): 898-904 (2010)
	2009
159		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: 185-192
158		Sang-Woon Kim, Robert P. W. Duin: A Combine-Correct-Combine Scheme for Optimizing Dissimilarity-Based Classifiers. CIARP 2009: 425-432
157		Diana Porro, Robert P. W. Duin, Isneri Talavera-Bustamante, Noslén Hernández-González: The Representation of Chemical Spectral Data for Classification. CIARP 2009: 513-520
156		Manuele Bicego, Marco Cristani, Vittorio Murino, Elzbieta Pekalska, Robert P. W. Duin: Clustering-Based Construction of Hidden Markov Models for Generative Kernels. EMMCVPR 2009: 466-479
155		Nigar Sen Köktas, Robert P. W. Duin: Statistical Analysis of Gait Data to Assist Clinical Decision Making. MCBR-CDS 2009: 61-68
154		Wan-Jui Lee, Robert P. W. Duin: A Labelled Graph Based Multiple Classifier System. MCS 2009: 201-210
153		Chun-Xia Zhang, Robert P. W. Duin: An Empirical Study of a Linear Regression Combiner on Multi-class Data Sets. MCS 2009: 478-487
152		David M. J. Tax, Marco Loog, Robert P. W. Duin: Optimal Mean-Precision Classifier. MCS 2009: 72-81
151		V. Cuong Dinh, Raimund Leitner, Pavel Paclík, Robert P. W. Duin: A Clustering Based Method for Edge Detection in Hyperspectral Images. SCIA 2009: 580-587
150		Barat Mojaradi, Hamid Abrishami Moghaddam, Mohammad Javad Valadan Zoej, Robert P. W. Duin: Dimensionality Reduction of Hyperspectral Data via Spectral Feature Extraction. IEEE T. Geoscience and Remote Sensing 47(7-2): 2091-2105 (2009)
149		Piotr Juszczak, David M. J. Tax, Elzbieta Pekalska, Robert P. W. Duin: Minimum spanning tree based one-class classifier. Neurocomputing 72(7-9): 1859-1869 (2009)
148		Manuele Bicego, Elzbieta Pekalska, David M. J. Tax, Robert P. W. Duin: Component-based discriminative classification for hidden Markov models. Pattern Recognition 42(11): 2637-2648 (2009)
147		Mauricio Orozco-Alzate, Robert P. W. Duin, Germán Castellanos-Domínguez: A generalization of dissimilarity representations using feature lines and feature planes. Pattern Recognition Letters 30(3): 242-254 (2009)
	2008
146		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: 708-715
145		Robert P. W. Duin, Elzbieta Pekalska: On refining dissimilarity matrices for an improved NN learning. ICPR 2008: 1-4
144		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: 1-4
143		Wan-Jui Lee, Robert P. W. Duin: An Inexact Graph Comparison Approach in Joint Eigenspace. SSPR/SPR 2008: 35-44
142		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: 459-468
141		Robert P. W. Duin, Elzbieta Pekalska, Artsiom Harol, Wan-Jui Lee, Horst Bunke: On Euclidean Corrections for Non-Euclidean Dissimilarities. SSPR/SPR 2008: 551-561
140		David M. J. Tax, Robert P. W. Duin: Learning Curves for the Analysis of Multiple Instance Classifiers. SSPR/SPR 2008: 724-733
139		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): 810-822 (2008)
138		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): 1041-1054 (2008)
137		Elzbieta Pekalska, Robert P. W. Duin: Beyond Traditional Kernels: Classification in Two Dissimilarity-Based Representation Spaces. IEEE Transactions on Systems, Man, and Cybernetics, Part C 38(6): 729-744 (2008)
136		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 Recognition 41(1): 320-330 (2008)
135		Claudio Marrocco, Robert P. W. Duin, Francesco Tortorella: Maximizing the area under the ROC curve by pairwise feature combination. Pattern Recognition 41(6): 1961-1974 (2008)
134		David M. J. Tax, Robert P. W. Duin: Growing a multi-class classifier with a reject option. Pattern Recognition Letters 29(10): 1565-1570 (2008)
	2007
133		Mauricio Orozco-Alzate, Robert P. W. Duin, César Germán Castellanos-Domínguez: Generalizing Dissimilarity Representations Using Feature Lines. CIARP 2007: 370-379
132		Sang-Woon Kim, Robert P. W. Duin: On Using a Pre-clustering Technique to Optimize LDA-Based Classifiers for Appearance-Based Face Recognition. CIARP 2007: 466-476
131		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: 110-121
130		Manuele Bicego, Elzbieta Pekalska, Robert P. W. Duin: Group-Induced Vector Spaces. MCS 2007: 190-199
129		Wan-Jui Lee, Sergey Verzakov, Robert P. W. Duin: Kernel Combination Versus Classifier Combination. MCS 2007: 22-31
128		Robert P. W. Duin, Elzbieta Pekalska: The Science of Pattern Recognition. Achievements and Perspectives. Challenges for Computational Intelligence 2007: 221-259
127		Artsiom Harol, Carmen Lai, Elzbieta Pekalska, Robert P. W. Duin: Pairwise feature evaluation for constructing reduced representations. Pattern Anal. Appl. 10(1): 55-68 (2007)
126		Thomas Landgrebe, Robert P. W. Duin: Approximating the multiclass ROC by pairwise analysis. Pattern Recognition Letters 28(13): 1747-1758 (2007)
	2006
125		Piotr Juszczak, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin: Domain Based LDA and QDA. ICPR (2) 2006: 788-791
124		Elzbieta Pekalska, Robert P. W. Duin: Dissimilarity-based classification for vectorial representations. ICPR (3) 2006: 137-140
123		Pavel Paclík, Jana Novovicová, Robert P. W. Duin: A Trainable Similarity Measure for Image Classification. ICPR (3) 2006: 391-394
122		David M. J. Tax, Robert P. W. Duin: Linear model combining by optimizing the Area under the ROC curve. ICPR (4) 2006: 119-122
121		Thomas Landgrebe, Pavel Paclík, Robert P. W. Duin: Precision-recall operating characteristic (P-ROC) curves in imprecise environments. ICPR (4) 2006: 123-127
120		Elzbieta Pekalska, Robert P. W. Duin: Learning with General Proximity Measures. PRIS 2006
119		Barbara Spillmann, Michel Neuhaus, Horst Bunke, Elzbieta Pekalska, Robert P. W. Duin: Transforming Strings to Vector Spaces Using Prototype Selection. SSPR/SPR 2006: 287-296
118		Robert P. W. Duin, Elzbieta Pekalska: Structural Inference of Sensor-Based Measurements. SSPR/SPR 2006: 41-55
117		Thomas Landgrebe, Robert P. W. Duin: Combining Accuracy and Prior Sensitivity for Classifier Design Under Prior Uncertainty. SSPR/SPR 2006: 512-521
116		Marina Skurichina, Serguei Verzakov, Pavel Paclík, Robert P. W. Duin: Effectiveness of Spectral Band Selection/Extraction Techniques for Spectral Data. SSPR/SPR 2006: 541-550
115		Serguei Verzakov, Pavel Paclík, Robert P. W. Duin: Edge Detection in Hyperspectral Imaging: Multivariate Statistical Approaches. SSPR/SPR 2006: 551-559
114		David M. J. Tax, Piotr Juszczak, Elzbieta Pekalska, Robert P. W. Duin: Outlier Detection Using Ball Descriptions with Adjustable Metric. SSPR/SPR 2006: 587-595
113		Artsiom Harol, Elzbieta Pekalska, Serguei Verzakov, Robert P. W. Duin: Augmented Embedding of Dissimilarity Data into (Pseudo-)Euclidean Spaces. SSPR/SPR 2006: 613-621
112		Elzbieta Pekalska, Artsiom Harol, Robert P. W. Duin, Barbara Spillmann, Horst Bunke: Non-Euclidean or Non-metric Measures Can Be Informative. SSPR/SPR 2006: 871-880
111		Pavel Paclík, Jana Novovicová, Robert P. W. Duin: Building Road-Sign Classifiers Using a Trainable Similarity Measure. IEEE Transactions on Intelligent Transportation Systems 7(3): 309-321 (2006)
110		Pavel Paclík, Raimund Leitner, Robert P. W. Duin: A study on design of object sorting algorithms in the industrial application using hyperspectral imaging. J. Real-Time Image Processing 1(2): 101-108 (2006)
109		M. Lozano, José Martínez Sotoca, José Salvador Sánchez, Filiberto Pla, Elzbieta Pekalska, Robert P. W. Duin: Experimental study on prototype optimisation algorithms for prototype-based classification in vector spaces. Pattern Recognition 39(10): 1827-1838 (2006)
108		Elzbieta Pekalska, Robert P. W. Duin, Pavel Paclík: Prototype selection for dissimilarity-based classifiers. Pattern Recognition 39(2): 189-208 (2006)
107		Robert P. W. Duin, Marco Loog, Tin Kam Ho: Recent submissions in linear dimensionality reduction and face recognition. Pattern Recognition Letters 27(7): 707-708 (2006)
106		Thomas Landgrebe, David M. J. Tax, Pavel Paclík, Robert P. W. Duin: The interaction between classification and reject performance for distance-based reject-option classifiers. Pattern Recognition Letters 27(8): 908-917 (2006)
	2005
105		Piotr Juszczak, Robert P. W. Duin: Learning from a Test Set. CORES 2005: 203-210
104		Robert P. W. Duin, Elzbieta Pekalska: Open Issues in Pattern Recognition. CORES 2005: 27-42
103		Elzbieta Pekalska, Artsiom Harol, Carmen Lai, Robert P. W. Duin: Pairwise Selection of Features and Prototypes. CORES 2005: 271-278
102		Pavel Paclík, Thomas Landgrebe, David M. J. Tax, Robert P. W. Duin: On Deriving the Second-Stage Training Set for Trainable Combiners. Multiple Classifier Systems 2005: 136-146
101		Marina Skurichina, Robert P. W. Duin: Combining Feature Subsets in Feature Selection. Multiple Classifier Systems 2005: 165-175
100		Thomas Landgrebe, Pavel Paclík, David M. J. Tax, Robert P. W. Duin: Optimising Two-Stage Recognition Systems. Multiple Classifier Systems 2005: 206-215
99		Serguei Verzakov, Pavel Paclík, Robert P. W. Duin: The Tangent Kernel Approach to Illumination-Robust Texture Classification. SCIA 2005: 1009-1016
98		Pavel Paclík, Serguei Verzakov, Robert P. W. Duin: Improving the Maximum-Likelihood Co-occurrence Classifier: A Study on Classification of Inhomogeneous Rock Images. SCIA 2005: 998-1008
97		Marco Loog, Bram van Ginneken, Robert P. W. Duin: Dimensionality reduction of image features using the canonical contextual correlation projection. Pattern Recognition 38(12): 2409-2418 (2005)
	2004
96		Ana L. N. Fred, Terry Caelli, Robert P. W. Duin, Aurélio C. Campilho, Dick de Ridder: Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004 Proceedings Springer 2004
95		Marco Loog, Bram van Ginneken, Robert P. W. Duin: Dimensionality Reduction by Canonical Contextual Correlation Projections. ECCV (1) 2004: 562-573
94		Robert P. W. Duin, Elzbieta Pekalska, David M. J. Tax: The Characterization of Classification Problems by Classifier Disagreements. ICPR (1) 2004: 140-143
93		Piotr Juszczak, Robert P. W. Duin: Selective Sampling Based on the Variation in Label Assignments. ICPR (3) 2004: 375-378
92		Pavel Paclík, Serguei Verzakov, Robert P. W. Duin: Multi-Class Extensions of the GLDB Feature Extraction Algorithm for Spectral Data. ICPR (4) 2004: 629-632
91		Elzbieta Pekalska, Marina Skurichina, Robert P. W. Duin: Combining Dissimilarity-Based One-Class Classifiers. Multiple Classifier Systems 2004: 122-133
90		Piotr Juszczak, Robert P. W. Duin: Combining One-Class Classifiers to Classify Missing Data. Multiple Classifier Systems 2004: 92-101
89		Serguei Verzakov, Pavel Paclík, Robert P. W. Duin: Feature Shaving for Spectroscopic Data. SSPR/SPR 2004: 1026-1033
88		Marina Skurichina, Pavel Paclík, Robert P. W. Duin, Diana de Veld, Henricus J. C. M. Sterenborg, Max J. H. Witje, Jan L. N. Roodenburg: Selection/Extraction of Spectral Regions for Autofluorescence Spectra Measured in the Oral Cavity. SSPR/SPR 2004: 1096-1104
87		Elzbieta Pekalska, Robert P. W. Duin, Simon Günter, Horst Bunke: On Not Making Dissimilarities Euclidean. SSPR/SPR 2004: 1145-1154
86		Thomas Landgrebe, Pavel Paclík, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin: Cost-Based Classifier Evaluation for Imbalanced Problems. SSPR/SPR 2004: 762-770
85		Marco Loog, Robert P. W. Duin: Linear Dimensionality Reduction via a Heteroscedastic Extension of LDA: The Chernoff Criterion. IEEE Trans. Pattern Anal. Mach. Intell. 26(6): 732-739 (2004)
84		Carmen Lai, David M. J. Tax, Robert P. W. Duin, Elzbieta Pekalska, Pavel Paclík: A Study On Combining Image Representations For Image Classification And Retrieval. IJPRAI 18(5): 867-890 (2004)
83		David M. J. Tax, Robert P. W. Duin: Support Vector Data Description. Machine Learning 54(1): 45-66 (2004)
82		Marco Loog, Robert P. W. Duin, Max A. Viergever: The MDF discrimination measure: Fisher in disguise. Neural Networks 17(4): 563-566 (2004)
81		Mohamed E. M. Musa, Dick de Ridder, Robert P. W. Duin, Volkan Atalay: Almost autonomous training of mixtures of principal component analyzers. Pattern Recognition Letters 25(9): 1085-1095 (2004)
	2003
80		Piotr Juszczak, Robert P. W. Duin: Selective Sampling Methods in One-Class Classification Problems. ICANN 2003: 140-148
79		Dick de Ridder, Olga Kouropteva, Oleg Okun, Matti Pietikäinen, Robert P. W. Duin: Supervised Locally Linear Embedding. ICANN 2003: 333-341
78		Mohamed E. M. Musa, Robert P. W. Duin, Dick de Ridder, Volkan Atalay: Texture Segmentation Using the Mixtures of Principal Component Analyzers. ISCIS 2003: 505-512
77		Pavel Paclík, Robert P. W. Duin, Geert M. P. van Kempen, Reinhard Kohlus: Segmentation of multi-spectral images using the combined classifier approach. Image Vision Comput. 21(6): 473-482 (2003)
76		Pavel Paclík, Robert P. W. Duin: Dissimilarity-based classification of spectra: computational issues. Real-Time Imaging 9(4): 237-244 (2003)
	2002
75		Terry Caelli, Adnan Amin, Robert P. W. Duin, Mohamed S. Kamel, Dick de Ridder: Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops SSPR 2002 and SPR 2002, Windsor, Ontario, Canada, August 6-9, 2002, Proceedings Springer 2002
74		David M. J. Tax, Robert P. W. Duin: Using Two-Class Classifiers for Multiclass Classification. ICPR (2) 2002: 124-127
73		Dick de Ridder, Elzbieta Pekalska, Robert P. W. Duin: The Economics of Classification: Error vs. Complexity. ICPR (2) 2002: 244-247
72		Pavel Paclík, Robert P. W. Duin, Geert M. P. van Kempen, Reinhard Kohlus: Supervised Segmentation of Textures in Backscatter Images. ICPR (2) 2002: 490-493
71		Robert P. W. Duin: The Combining Classifier: To Train or Not to Train? ICPR (2) 2002: 765-770
70		Elzbieta Pekalska, Robert P. W. Duin: Prototype Selection for Finding Efficient Representations of Dissimilarity Data. ICPR (3) 2002: 37-40
69		Elzbieta Pekalska, Robert P. W. Duin, Marina Skurichina: A Discussion on the Classifier Projection Space for Classifier Combining. Multiple Classifier Systems 2002: 137-148
68		Carmen Lai, David M. J. Tax, Robert P. W. Duin, Elzbieta Pekalska, Pavel Paclík: On Combining One-Class Classifiers for Image Database Retrieval. Multiple Classifier Systems 2002: 212-221
67		Marina Skurichina, Ludmila Kuncheva, Robert P. W. Duin: Bagging and Boosting for the Nearest Mean Classifier: Effects of Sample Size on Diversity and Accuracy. Multiple Classifier Systems 2002: 62-71
66		Elzbieta Pekalska, David M. J. Tax, Robert P. W. Duin: One-Class LP Classifiers for Dissimilarity Representations. NIPS 2002: 761-768
65		Robert P. W. Duin, Elzbieta Pekalska: Possibilities of Zero-Error Recognition by Dissimilarity Representations. PRIS 2002: 20-32
64		Pavel Paclík, Robert P. W. Duin, Geert M. P. van Kempen, Reinhard Kohlus: On Feature Selection with Measurement Cost and Grouped Features. SSPR/SPR 2002: 461-469
63		Elzbieta Pekalska, Robert P. W. Duin: Spatial Representation of Dissimilarity Data via Lower-Complexity Linear and Nonlinear Mappings. SSPR/SPR 2002: 488-497
62		Marco Loog, Robert P. W. Duin: Non-iterative Heteroscedastic Linear Dimension Reduction for Two-Class Data. SSPR/SPR 2002: 508-517
61		Dick de Ridder, Robert P. W. Duin, Josef Kittler: Texture Description by Independent Components. SSPR/SPR 2002: 587-596
60		Ludmila Kuncheva, Marina Skurichina, Robert P. W. Duin: An experimental study on diversity for bagging and boosting with linear classifiers. Information Fusion 3(4): 245-258 (2002)
59		Alexander Ypma, Amir Leshem, Robert P. W. Duin: Blind separation of rotating machine sources: bilinear forms and convolutive mixtures Neurocomputing 49(1-4): 349-368 (2002)
58		Marina Skurichina, Robert P. W. Duin: Bagging, Boosting and the Random Subspace Method for Linear Classifiers. Pattern Anal. Appl. 5(2): 121-135 (2002)
57		Robert P. W. Duin, Fabio Roli, Dick de Ridder: A note on core research issues for statistical pattern recognition. Pattern Recognition Letters 23(4): 493-499 (2002)
56		Elzbieta Pekalska, Robert P. W. Duin: Dissimilarity representations allow for building good classifiers. Pattern Recognition Letters 23(8): 943-956 (2002)
	2001
55		Alexander Ypma, Co Melissant, Ole Baunbæk-Jensen, Robert P. W. Duin: Health Monitoring with Learning Methods. ICANN 2001: 547-553
54		Marina Skurichina, Robert P. W. Duin: Bagging and the Random Subspace Method for Redundant Feature Spaces. Multiple Classifier Systems 2001: 1-10
53		David M. J. Tax, Robert P. W. Duin: Combining One-Class Classifiers. Multiple Classifier Systems 2001: 299-308
52		Elzbieta Pekalska, Robert P. W. Duin: On Combining Dissimilarity Representations. Multiple Classifier Systems 2001: 359-368
51		Marco Loog, Robert P. W. Duin, Reinhold Haeb-Umbach: Multiclass Linear Dimension Reduction by Weighted Pairwise Fisher Criteria. IEEE Trans. Pattern Anal. Mach. Intell. 23(7): 762-766 (2001)
50		David M. J. Tax, Robert P. W. Duin: Uniform Object Generation for Optimizing One-class Classifiers. Journal of Machine Learning Research 2: 155-173 (2001)
49		Elzbieta Pekalska, Pavel Paclík, Robert P. W. Duin: A Generalized Kernel Approach to Dissimilarity-based Classification. Journal of Machine Learning Research 2: 175-211 (2001)
48		Ludmila Kuncheva, James C. Bezdek, Robert P. W. Duin: Decision templates for multiple classifier fusion: an experimental comparison. Pattern Recognition 34(2): 299-314 (2001)
	2000
47		Dick de Ridder, Josef Kittler, Robert P. W. Duin: Probabilistic PCA and ICA Subspace Mixture Models for Image Segmentation. BMVC 2000
46		Dick de Ridder, Josef Kittler, Olaf Lemmers, Robert P. W. Duin: The Adaptive Subspace Map for Texture Segmentation. ICPR 2000: 1216-1220
45		Robert P. W. Duin: Classifiers in Almost Empty Spaces. ICPR 2000: 2001-2007
44		Elzbieta Pekalska, Robert P. W. Duin: Classifiers for Dissimilarity-Based Pattern Recognition. ICPR 2000: 2012-2016
43		Ludmila I. Kuncheva, Christopher J. Whitaker, Catherine A. Shipp, Robert P. W. Duin: Is Independence Good For Combining Classifiers? ICPR 2000: 2168-2171
42		Robert P. W. Duin, Marco Loog, Reinhold Haeb-Umbach: Multi-Class Linear Feature Extraction by Nonlinear PCA. ICPR 2000: 2398-2401
41		Marina Skurichina, Alexander Ypma, Robert P. W. Duin: The Role of Subclasses in Machine Diagnostics. ICPR 2000: 2668-2671
40		David M. J. Tax, Robert P. W. Duin: Data Description in Subspaces. ICPR 2000: 2672-2675
39		Elzbieta Pekalska, Marina Skurichina, Robert P. W. Duin: Combining Fisher Linear Discriminants for Dissimilarity Representations. Multiple Classifier Systems 2000: 117-126
38		Robert P. W. Duin, David M. J. Tax: Experiments with Classifier Combining Rules. Multiple Classifier Systems 2000: 16-29
37		Marina Skurichina, Robert P. W. Duin: Boosting in Linear Discriminant Analysis. Multiple Classifier Systems 2000: 190-199
36		Marina Skurichina, Robert P. W. Duin: The Role of Combining Rules in Bagging and Boosting. SSPR/SPR 2000: 631-640
35		Dick de Ridder, Olaf Lemmers, Robert P. W. Duin, Josef Kittler: The Adaptive Subspace Map for Image Description and Image Database Retrieval. SSPR/SPR 2000: 94-103
34		Marina Skurichina, Sarunas Raudys, Robert P. W. Duin: k-nearest neighbors directed noise injection in multilayer perceptron training. IEEE Trans. Neural Netw. Learning Syst. 11(2): 504-511 (2000)
33		Anil K. Jain, Robert P. W. Duin, Jianchang Mao: Statistical Pattern Recognition: A Review. IEEE Trans. Pattern Anal. Mach. Intell. 22(1): 4-37 (2000)
32		David M. J. Tax, Martijn van Breukelen, Robert P. W. Duin, Josef Kittler: Combining multiple classifiers by averaging or by multiplying? Pattern Recognition 33(9): 1475-1485 (2000)
	1999
31		David M. J. Tax, Robert P. W. Duin: Data domain description using support vectors. ESANN 1999: 251-256
30		David M. J. Tax, Alexander Ypma, Robert P. W. Duin: Pump Failure Detection Using Support Vector Data Descriptions. IDA 1999: 415-426
29		Marina Skurichina, Robert P. W. Duin: Regularisation of Linear Classifiers by Adding Redundant Features. Pattern Anal. Appl. 2(1): 44-52 (1999)
28		Dick de Ridder, Robert P. W. Duin, Piet W. Verbeek: The Applicability of Neural Networks to Non-linear Image Processing. Pattern Anal. Appl. 2(2): 111-128 (1999)
27		Robert P. W. Duin, Elzbieta Pekalska, Dick de Ridder: Relational discriminant analysis. Pattern Recognition Letters 20(11-13): 1175-1181 (1999)
26		David M. J. Tax, Robert P. W. Duin: Support vector domain description. Pattern Recognition Letters 20(11-13): 1191-1199 (1999)
	1998
25		Dick de Ridder, Robert P. W. Duin, Piet W. Verbeek, Lucas J. van Vliet: On the Application of Neural Networks to Non-Linear Image Processing Tasks. ICONIP 1998: 161-165
24		Marina Skurichina, Robert P. W. Duin: Regularization by Adding Redundant Features. SSPR/SPR 1998: 564-572
23		David M. J. Tax, Robert P. W. Duin: Outlier Detection Using Classifier Instability. SSPR/SPR 1998: 593-601
22		Robert P. W. Duin, David M. J. Tax: Classifier Conditional Posterior Probabilities. SSPR/SPR 1998: 611-619
21		Josef Kittler, Mohamad Hatef, Robert P. W. Duin, Jiri Matas: On Combining Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 20(3): 226-239 (1998)
20		Marina Skurichina, Robert P. W. Duin: Bagging for linear classifiers. Pattern Recognition 31(7): 909-930 (1998)
19		Sarunas Raudys, Robert P. W. Duin: Expected classification error of the Fisher linear classifier with pseudo-inverse covariance matrix. Pattern Recognition Letters 19(5-6): 385-392 (1998)
	1997
18		Robert P. W. Duin, Dick de Ridder: Neural network experiences between perceptrons and support vectors. BMVC 1997
17		Robert P. W. Duin, Dick de Ridder, David M. J. Tax: Experiments with a featureless approach to pattern recognition. Pattern Recognition Letters 18(11-13): 1159-1166 (1997)
16		Aarnoud Hoekstra, Robert P. W. Duin: Investigating redundancy in feed-forward neural classifiers. Pattern Recognition Letters 18(11-13): 1293-1300 (1997)
15		Dick de Ridder, Robert P. W. Duin: Sammon's mapping using neural networks: A comparison. Pattern Recognition Letters 18(11-13): 1307-1316 (1997)
	1996
14		Aarnoud Hoekstra, Servaes A. Tholen, Robert P. W. Duin: Estimating the Reliability of Neural Network Classifications. ICANN 1996: 53-58
13		Robert P. W. Duin: A note on comparing classifiers. Pattern Recognition Letters 17(5): 529-536 (1996)
	1995
12		Robert P. W. Duin, Edwin Th. G. Hoek: SMD position measurement by a Kohonen network compared with image processing. CAIP 1995: 606-611
11		Peter J. Verveer, Robert P. W. Duin: An Evaluation of Intrinsic Dimensionality Estimators. IEEE Trans. Pattern Anal. Mach. Intell. 17(1): 81-86 (1995)
	1994
10		Robert P. W. Duin: Superlearning and neural network magic. Pattern Recognition Letters 15(3): 215-217 (1994)
	1990
9		Pieter P. Jonker, Erwin R. Komen, Robert P. W. Duin: Architectures for Multidimensional Low- and Intermediate Level Image Processing (Invited). MVA 1990: 307-316
8		Erwin R. Komen, Wouter B. Teeuw, Robert P. W. Duin, Pieter P. Jonker: Mapping an N N Image on P Processors. MVA 1990: 327-330
7		Wouter B. Teeuw, Robert P. W. Duin: An algorithm for benchmarking an SIMD pyramid with the Abingdon Cross. Pattern Recognition Letters 11(7): 501-506 (1990)
	1989
6		Etienne P. Romsom, Robert P. W. Duin: Model Based Recognition of 3D Objects From Single 2D Images. IAS 1989: 853-863
	1988
5		Johannes Buurman, Robert P. W. Duin: Implementation and Use of Software Scanning on a Small CLIP4 Processor Array. Pattern Recognition 1988: 269-277
	1984
4		L. Dorst, Robert P. W. Duin: Spirograph Theory: A Framework for Calculations on Digitized Straight Lines. IEEE Trans. Pattern Anal. Mach. Intell. 6(5): 632-639 (1984)
	1981
3		Frits T. Beukema toe Water, Robert P. W. Duin: Dealing with a priori knowledge by fuzzy labels. Pattern Recognition 14(1-6): 111-115 (1981)
	1976
2		Robert P. W. Duin: On the Choice of Smoothing Parameters for Parzen Estimators of Probability Density Functions. IEEE Trans. Computers 25(11): 1175-1179 (1976)
1		Chris E. van Haersma Buma, Robert P. W. Duin: Computation of Concave Piecewise Linear Discriminant Functions Using Chebyshev Polynomials. IEEE Trans. Computers 25(2): 178-186 (1976)

Coauthor Index

1	Helena Aidos	[190]
2	Adnan Amin	[75]
3	Haseem Ashraf	[167]
4	Volkan Atalay	[78] [81]
5	Ole Baunbæk-Jensen	[55]
6	James C. Bezdek	[48]
7	Manuele Bicego	[130] [148] [156]
8	Monique M. B. Breteler	[169]
9	Martijn van Breukelen	[32]
10	Marleen de Bruijne	[165] [167] [169]
11	Chris E. van Haersma Buma	[1]
12	Horst Bunke	[87] [112] [119] [141] [168]
13	Johannes Buurman	[5]
14	Terry Caelli (Terry M. Caelli)	[75] [96]
15	Aurélio J. C. Campilho (Aurélio C. Campilho)	[96]
16	Germán Castellanos-Domínguez (César Germán Castellanos-Domínguez)	[133] [147]
17	Veronika Cheplygina	[185]
18	Marco Cristani	[156]
19	V. Cuong Dinh	[151] [183]
20	Asger Dirksen	[167]
21	L. Dorst	[4]
22	Sergio Escalera	[138]
23	Ana L. N. Fred	[96] [190]
24	Mehrdad J. Gangeh	[174]
25	Bram van Ginneken	[95] [97]
26	Simon Günter	[87]
27	Reinhold Haeb-Umbach	[42] [51]
28	Alexander Hammers	[169]
29	Edwin R. Hancock (Edwin Robert Hancock)	[179]
30	Artsiom Harol	[103] [112] [113] [127] [141]
31	Mohamad Hatef	[21]
32	Tom den Heijer	[169]
33	Noslén Hernández-González	[157]
34	Tin Kam Ho	[107]
35	Edwin Th. G. Hoek	[12]
36	Aarnoud Hoekstra	[14] [16]
37	Alessandro Ibba	[172]
38	Anil K. Jain	[33]
39	Pieter P. Jonker (Pieter Jonker)	[8] [9]
40	Piotr Juszczak	[80] [90] [93] [105] [114] [125] [149]
41	Mohamed S. Kamel (Mohamed Kamel)	[75] [174]
42	Geert M. P. van Kempen	[64] [72] [77]
43	Sang-Woon Kim	[131] [132] [158] [163] [180] [187]
44	Josef Kittler	[21] [32] [35] [46] [47] [61]
45	Stefan Klein	[169]
46	Reinhard Kohlus	[64] [72] [77]
47	Nigar Sen Köktas	[155] [160]
48	Erwin R. Komen	[8] [9]
49	Olga Kouropteva	[79]
50	Ludmila I. Kuncheva (Ludmila Kuncheva)	[43] [48] [60] [67]
51	Carmen Lai	[68] [84] [103] [127] [144] [173]
52	Thomas Landgrebe	[86] [100] [102] [106] [117] [121] [126] [139] [173]
53	Denis Laurendeau	[161]
54	Wan-Jui Lee	[129] [141] [143] [154] [165] [168] [172] [185] [186]
55	Raimund Leitner	[110] [151] [183]
56	Olaf Lemmers	[35] [46]
57	Amir Leshem	[59]
58	Yunlei Li	[136]
59	Fedde van der Lijn	[169]
60	Pechin Lo	[167]
61	John Makario Londoño-Bonilla	[162] [171] [176]
62	Marco Loog	[42] [51] [62] [82] [85] [95] [97] [107] [152] [165] [167] [169] [170] [183] [185] [186]
63	Brian C. Lovell	[161]
64	M. Lozano	[109]
65	Aad van der Lugt	[169]
66	Jianchang Mao	[33]
67	Claudio Marrocco	[135]
68	César San Martín	[159]
69	Jiri Matas	[21]
70	Co Melissant	[55]
71	Hamid Abrishami Moghaddam	[150]
72	Barat Mojaradi	[150]
73	Vittorio Murino	[156]
74	Mohamed E. M. Musa	[78] [81]
75	Michel Neuhaus	[119]
76	Wiro J. Niessen	[169]
77	Jana Novovicová	[111] [123] [144]
78	Oleg Okun	[79]
79	Mauricio Orozco-Alzate	[133] [146] [147] [162] [171] [175] [176] [181] [184]
80	Pavel Paclík	[49] [64] [68] [72] [76] [77] [84] [86] [88] [89] [92] [98] [99] [100] [102] [106] [108] [110] [111] [115] [116] [121] [123] [144] [151] [173] [183]
81	Elzbieta Pekalska	[27] [39] [44] [49] [52] [56] [63] [65] [66] [68] [69] [70] [73] [84] [87] [91] [94] [103] [104] [108] [109] [112] [113] [114] [118] [119] [120] [124] [127] [128] [130] [137] [141] [145] [148] [149] [156] [164] [170] [179] [188] [189]
82	Matti Pietikäinen	[79]
83	Filiberto Pla	[109]
84	Yenisel Plasencia (Yenisel Plasencia Calana)	[159] [175]
85	Diana Porro-Muñoz (Diana Porro)	[157] [162] [171] [181] [184]
86	Oriol Pujol	[138]
87	Petia Radeva (Petia Radeva Ivanova)	[138]
88	Sarunas Raudys	[19] [34]
89	Marcel J. T. Reinders	[136]
90	Edel B. García Reyes	[159] [175]
91	Dick de Ridder	[15] [17] [18] [25] [27] [28] [35] [46] [47] [57] [61] [73] [75] [78] [79] [81] [96] [136]
92	Fabio Roli	[57]
93	Etienne P. Romsom	[6]
94	Jan L. N. Roodenburg	[88]
95	José Salvador Sánchez	[109]
96	Catherine A. Shipp	[43]
97	Paolo Simeone	[142]
98	Marina Skurichina	[20] [24] [29] [34] [36] [37] [39] [41] [54] [58] [60] [67] [69] [88] [91] [101] [116] [146]
99	Lauge Sørensen	[165] [167]
100	Claudio Soto	[159]
101	José Martínez Sotoca	[109]
102	Barbara Spillmann	[112] [119]
103	Henricus J. C. M. Sterenborg	[88]
104	Isneri Talavera-Bustamante	[157] [162] [171] [181] [184]
105	David M. J. Tax	[17] [22] [23] [26] [30] [31] [32] [38] [40] [50] [53] [66] [68] [74] [83] [84] [86] [94] [100] [102] [106] [114] [122] [125] [134] [138] [140] [142] [148] [149] [152] [165] [170] [185]
106	Wouter B. Teeuw	[7] [8]
107	Servaes A. Tholen	[14]
108	Francesco Tortorella	[135] [142]
109	Heydi Mendez Vazquez	[159]
110	Diana de Veld	[88]
111	Piet W. Verbeek	[25] [28]
112	Peter J. Verveer	[11]
113	Sergey Verzakov	[129]
114	Serguei Verzakov	[86] [89] [92] [98] [99] [113] [115] [116] [125]
115	Max A. Viergever	[82]
116	Lucas J. van Vliet	[25]
117	Frits T. Beukema toe Water	[3]
118	Christopher J. Whitaker	[43]
119	Richard C. Wilson	[179]
120	Max J. H. Witje	[88]
121	Nese Yalabik	[160]
122	Günes Yavuzer	[160]
123	Alexander Ypma	[30] [41] [55] [59]
124	Chun-Xia Zhang	[153] [182]
125	Mohammad Javad Valadan Zoej	[150]

Colors in the list of coauthors

Last update Tue May 29 20:41:18 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page