Publications 2010 Robert P.W. Duin

Publications 2010 Robert P.W. Duin


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Books, Book Sections and Journal Articles

R.P.W. Duin, M. Loog, E. Pekalska, and D.M.J. Tax, Feature-based Dissimilarity Space Classification, in: D. ay, Z.taltepe, and S. Aksoy (eds.), Recognizing Patterns in Signals, Speech, Images, and Videos, ICPR 2010, Lecture Notes in Computer Science, vol. 6388, Springer, 2010, 46-55.

R.P.W. Duin, D. Laurendeau, and B. Lovell (eds.), Award winning papers from the 19th International Conference on Pattern Recognition (ICPR), Pattern Recognition Letters, vol. 31, no. 8, 2010, 649-768.

N. Sen Koktas, N. Yalabik, G. Yavuzer, and R.P.W. Duin, A Multi-Classifier For Grading Knee Osteoarthritis Using Gait Analysis, Pattern Recognition Letters, vol. 31, no. 9, 2010, 898-904.

Conferences and arXiv papers

Y. Plasencia-Calana, E. Garcia-Reyes, M. Orozco-Alzate, and R.P.W. Duin, Prototype selection for dissimilarity representation by a genetic algorithm, ICPR 2010, 2010, 177-180.

W.J. Lee, R.P.W. Duin, and H. Bunke, Selecting Structural Base Classifiers for Graph-based Multiple Classifier Systems, in: N. El Gayar, J. Kittler, F. Roli (eds.), Multiple Classifier Systems (Proc. 9th Int. Workshop, MCS 2010, Cairo, Egypt), Lecture Notes in Computer Science, vol. 5997, Springer, Berlin, 2010, 155-164.

W.J. Lee, R.P.W. Duin, A. Ibba, and M. Loog, An Experimental Study On Combining Euclidean Distances, Proc. The 2nd International IAPR Workshop on Cognitive Information Processing (14-15-16 June, 2010 Elba Island, Tuscany - Italy), IEEE, 2010, 304-309.

S.W. Kim and R.P.W. Duin, On Improving Dissimilarity-Based Classifications Using a Statistical Similarity Measure, in: I. Bloch, R.M. Cesar Jr. (eds.), Proc. CIARP 2010, Lecture Notes in Computer Science, vol. 6419, Springer, 2010, 418-425.

S.W. Kim and R.P.W. Duin, An emperical comparison of kernel-based and dissimilarity-based feature spaces, in: E.R. Hancock et al. (Eds.) (eds.), Proc. SSPR & SPR 2010, Lecture Notes in Computer Science, vol. 6218, Springer, Heidelberg, 2010, 559-568.

S. Klein, M. Loog, F. van der Lijn, T. den Heijer, A. Hammers, M. de Bruijne, A. van der Lugt, R.P.W. Duin, M.M.B. Breteler, and W.J. Niessen, Early diagnosis of dementia based on intersubject whole-brain dissimilarities, Proc. of IEEE International Symposium on Biomedical Imaging: Macro to Nano (Rotterdam, 14-17 April 2010), 2010, 249-252.

R. Wilson, E.R. Hancock, E. Pekalska, and R.P.W. Duin, Spherical Embeddings for non-Euclidean Dissimilarities, Proc. CVPR 2010, 2010, 1903-1910.

R.P.W. Duin, Pattern Recognition as a Human Centered non-Euclidean Problem (invited paper), in: A. Fred (eds.), Pattern Recognition in Information Systems (Proc. PRIS2010, Madeira, June 2010), SciTePress, Portugal, 2010, 3-12.

R.P.W. Duin, M. Orozco-Alzate, and J.M. Londono-Bonilla, Classification of volcano events observed by multiple seismic stations, ICPR 2010, 2010, 1052-1055.

R.P.W. Duin and E. Pekalska, Non-Euclidean Dissimilarities: Causes and Informativeness, in: E.R. Hancock et al. (Eds.) (eds.), Proc. SSPR & SPR 2010, Lecture Notes in Computer Science, vol. 6218, Springer, Heidelberg, 2010, 324-333.

P. Paclik, C. Lai, T. Landgrebe, and R.P.W. Duin, ROC analysis and cost- sensitive optimization for hierarchical classifiers, ICPR 2010, 2010, 2977-2980.

N. Sen Koktas and R.P.W. Duin, Statistical Analysis of Gait Data to Assist Clinical Decision Making, Medical Content- Based Retrieval for Clinical Decision Support - MICCAI 2010, Lecture Notes in Computer Science, vol. 5853, Springer, 2010, 61-68.

M. Millan-Giraldo, R.P.W. Duin, and J.S. Sanchez, Dissimilarity-based Classification of Data with Missing Attributes, Proc. The 2nd International IAPR Workshop on Cognitive Information Processing (14-15-16 June, 2010 Elba Island, Tuscany - Italy), IEEE, 2010, 293-298.

M.J. Gangeh, M.S. Kamel, and R.P.W. Duin, Random Subspace Method in Text Categorization, ICPR 2010, 2010, 2049-2052.

L. Sorensen, M. Loog, P. Lo, H. Ashraf, A. Dirksen, R.P.W. Duin, and M. de Bruijne, Image Dissimilarity-Based Quantification of Lung Disease from CT, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, Lecture Notes in Computer Science, vol. 6361, Springer, 2010, 37-44.

L. Sorensen, M. Loog, D.M.J. Tax, W.J. Lee, M. de Bruijne, and R.P.W. Duin, Dissimilarity-based Multiple Instance Learning, in: E.R. Hancock et al. (Eds.) (eds.), Proc. SSPR & SPR 2010, Lecture Notes in Computer Science, vol. 6218, Springer, Heidelberg, 2010, 129-138.

D. Porro Munoz, R.P.W. Duin, M. Orozco-Alzate, I. Talavera-Bustamante, and J.M. Londoonilla, The Dissimilarity Representation as a Tool for Three-way Data Classification: a 2D Measure, in: E.R. Hancock et al. (Eds.) (eds.), Proc. SSPR & SPR 2010, Lecture Notes in Computer Science, vol. 6218, Springer, Heidelberg, 2010.

D. Porro Munoz, R.P.W. Duin, M. Orozco-Alzate, I. Talavera, and J.M. Londono-Bonilla, Classifying Three-way Seismic Volcanic Data by Dissimilarity Representation, ICPR 2010, 2010, 814-817.

A. Ulas, R.P.W. Duin, U. Castellani, M. Loog, M. Bicego, V. Murino, M. Bellani, S. Cerruti, M. Tansella, and P. Brambilla, Dissimilarity-based Detection of Schizophrenia, Proc. ICPR 2010 workshop on Pattern Recognition Challenges in FMRI Neuroimaging, 2010.

A. Ibba, W.-J. Lee, and R.P.W. Duin, Merging multiple sources of information using dissimilarity based approaches, Proc. ASCI 2010, 2010.

A. Ibba, R.P.W. Duin, and W.J. Lee, A study on combining sets of differently measured dissimilarities, ICPR 2010, 2010, 3360-3363.

Complete list of publications