Publications 2011 Robert P.W. Duin

Publications 2011 Robert P.W. Duin


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Books, Book Sections and Journal Articles

S. Escalera, D.M.J. Tax, O. Pujol, P. Radeva, and R.P.W. Duin, Multi-class Classification in Image Analysis via Error-Correcting Output Codes, in: H. Kwasnicka, L.C. Jain (eds.), Innovations in Intelligent Image Analysis, SCI, vol. 339, Springer, Berlin, 2011, 7-29.

R.P.W. Duin, Non- Euclidean Problems in Pattern Recognition Related to Human Expert Knowledge, in: J. Filipe, J. Cordeiro (eds.), Enterprise Information Systems, Revised Selected Papers ICEIS 2010, Lecture Notes in Business Information Processing, vol. 73, Springer, 2011, 15-28.

D. Porro Munoz, R.P.W. Duin, M. Orozco-Alzate, I. Talavera, and J.M. Londono-Bonilla, The Dissimilarity Representation as a Tool for Three-way Data Classification using 2D Measures, Signal Processing, vol. 91, no. 11, 2011, 2520-2529.

D. Porro Munoz, I. Talavera, R.P.W. Duin, N. Hernandez, and M. Orozco- Alzate, Dissimilarity Representation on Functional Spectral Data for Classification, Journal of Chemometrics, vol. 25, no. 9, 2011, 476-486.

D. Porro Munoz, I. Talavera, R.P.W. Duin, and M. Orozco-Alzate, Combining dissimilarities for three-way data classification, Computacion y Sistemas , vol. 15, no. 1, 2011, 117-127.

C.X. Zhang and R.P.W. Duin, An experimental study of one- and two-level classifier fusion for different sample sizes, Pattern Recognition Letters, vol. 32, no. 14, 2011, 1756-1767.

C.V. Dinh, R. Leitner, P. Paclik, M. Loog, and R.P.W. Duin, SEDMI: Saliency based Edge Detection in Multispectral Images, Image and Vision Computing, vol. 29, no. 8, 2011, 546-556.

A. Ulas, R.P.W. Duin, U. Castellani, M. Loog, P. Mirtuono, M. Bicego, V. Murino, M. Bellani, S. Cerruti, M. Tansella, and P. Brambilla, Dissimilarity- based Detection of Schizophrenia, International Journal of Imaging Systems and Technology, vol. 21, no. 2, 2011, 179-192.

Conferences

Y. Plasencia-Calana, E. Garcia-Reyes, R.P.W. Duin, and M. Orozco-Alzate, A New Method for Prototype Selection in Dissimilarity Spaces, Proc. Cuban Pattern Recognition Conference 2011, 2011.

W.J. Lee, R.P.W. Duin, and M. Loog, Generalized Augmentation of Multiple Kernels, in: C. Sansone, J. Kittler, F. Roli (eds.), Multiple Classifier Systems (Proc. 10th Int. Workshop, MCS 2011, Naples, Italy), Lecture Notes in Computer Science, vol. 6713, Springer, Berlin, 2011, 116-125.

S.W. Kim and R.P.W. Duin, Dissimilarity-Based Classifications in Eigenspaces, in: César San Martín, Sang-Woon Kim (eds.), Proc. CIARP 2011, Lecture Notes in Computer Science, vol. 7042, Springer, 2011, 425-432.

R.P.W. Duin and E. Pekalska, The dissimilarity representation for structural pattern recognition, in: César San Martín, Sang-Woon Kim (eds.), Proc. CIARP 2011, Lecture Notes in Computer Science, vol. 7042, Springer, 2011, 1-24.

O. Rajadell Rojas, P. Garcia-Sevilla, R.P.W. Duin, and C.V. Dinh, Semi-supervised hyperspectral pixel classification using interactive labeling, Proc. Whispers, 3rd Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, 2011.

O. Rajadell Rojas, C.V. Dinh, R.P.W. Duin, and P. Garcia-Sevilla, Selection of samples for active labeling in semi-supervised hyperspectral pixel classification, SPIE Conference 8180, Image and Signal Processing for Remote Sensing, Prague, 19-21 Sept 2011, 2011.

D. Porro Munoz, R.P.W. Duin, I. Talavera, and M. Orozco-Alzate, A study on the infuence of shape in classifying small spectral data sets, Similarity-Based Pattern Recognition (Proc. First Int. Workshop, SIMBAD 2011, Venice, Italy), Lecture Notes in Computer Science, vol. 7005, Springer, Berlin, 2011, 306-320.

D.M.J. Tax, M. Loog, R.P.W. Duin, V. Cheplygina, and W.R. Lee, Bag Dissimilarities for Multiple Instance Learning, Similarity-Based Pattern Recognition (Proc. First Int. Workshop, SIMBAD 2011, Venice, Italy), Lecture Notes in Computer Science, vol. 7005, Springer, Berlin, 2011, 222-234.

C.V. Dinh, R. Leitner, O.R. Rajadell Rojas, M. Loog, and R.P.W. Duin, A Study of Detecting Cancer Tissues in Multispectral Endoscopy Data, Proc. ICT.OPEN, 2011.

A. Ibba, M. Loog, and R.P.W. Duin, Supervised localization of cell nuclei using dissimilarities, Proc. ICT.OPEN, 2011.

Complete list of publications