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Adam Krzyzak
Adam Krzyzak
Verified email at cs.concordia.ca
Title
Cited by
Cited by
Year
Methods of combining multiple classifiers and their applications to handwriting recognition
L Xu, A Krzyzak, CY Suen
IEEE transactions on systems, man, and cybernetics 22 (3), 418-435, 1992
32151992
A distribution-free theory of nonparametric regression
L Györfi, M Köhler, A Krzyżak, H Walk
Springer, 2002
21982002
Rival penalized competitive learning for clustering analysis, RBF net, and curve detection
L Xu, A Krzyzak, E Oja
IEEE Transactions on Neural networks 4 (4), 636-649, 1993
8681993
Learning and design of principal curves
B Kégl, A Krzyzak, T Linder, K Zeger
IEEE transactions on pattern analysis and machine intelligence 22 (3), 281-297, 2000
4462000
On the strong universal consistency of nearest neighbor regression function estimates
L Devroye, L Gyorfi, A Krzyzak, G Lugosi
The Annals of Statistics 22 (3), 1371-1385, 1994
3511994
Fast SVM training algorithm with decomposition on very large data sets
J Dong, A Krzyzak, CY Suen
IEEE transactions on pattern analysis and machine intelligence 27 (4), 603-618, 2005
3072005
Piecewise linear skeletonization using principal curves
B Kégl, A Krzyzak
IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (1), 59-74, 2002
3022002
Image denoising using neighbouring wavelet coefficients
GY Chen, TD Bui, A Krzyzak
Integrated Computer-Aided Engineering 12 (1), 99-107, 2005
2842005
Computer-aided breast cancer diagnosis based on the analysis of cytological images of fine needle biopsies
P Filipczuk, T Fevens, A Krzyżak, R Monczak
IEEE transactions on medical imaging 32 (12), 2169-2178, 2013
2282013
On radial basis function nets and kernel regression: statistical consistency, convergence rates, and receptive field size
L Xu, A Krzyżak, A Yuille
Neural Networks 7 (4), 609-628, 1994
1831994
Distribution-free pointwise consistency of kernel regression estimate
W Greblicki, A Krzyżak, M Pawlak
The annals of Statistics, 1570-1575, 1984
1541984
Robust estimation for range image segmentation and reconstruction
X Yu, TD Bui, A Krzyzak
IEEE Transactions on Pattern Analysis and Machine Intelligence 16 (5), 530-538, 1994
1511994
Classification of breast cancer malignancy using cytological images of fine needle aspiration biopsies
L Jelen, T Fevens, A Krzyzak
International Journal of Applied Mathematics and Computer Science 18 (1), 75, 2008
1332008
Nonparametric estimation and classification using radial basis function nets and empirical risk minimization
A Krzyzak, T Linder, C Lugosi
IEEE Transactions on Neural Networks 7 (2), 475-487, 1996
1321996
Radial basis function networks and complexity regularization in function learning
A Krzyzak, T Linder
Advances in neural information processing systems 9, 1996
1211996
Segmentation of handwritten digits using contour features
NW Strathy, CY Suen, A Krzyzak
Proceedings of 2nd International Conference on Document Analysis and …, 1993
1151993
Pricing of High‐Dimensional American Options by Neural Networks
M Kohler, A Krzyżak, N Todorovic
Mathematical Finance: An International Journal of Mathematics, Statistics …, 2010
1072010
A polygonal line algorithm for constructing principal curves
B Kégl, A Krzyzak, T Linder, K Zeger
Advances in Neural Information Processing Systems 11, 1998
891998
Contour-based handwritten numeral recognition using multiwavelets and neural networks
GY Chen, TD Bui, A Krzyzak
Pattern Recognition 36 (7), 1597-1604, 2003
872003
The rates of convergence of kernel regression estimates and classification rules
A Krzyzak
IEEE Transactions on Information Theory 32 (5), 668-679, 1986
811986
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