Adam Krzyzak
Adam Krzyzak
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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
28781992
A distribution-free theory of nonparametric regression
L Györfi, M Kohler, A Krzyzak, H Walk
Springer Science & Business Media, 2006
15662006
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
8101993
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
3992000
Piecewise linear skeletonization using principal curves
B Kégl, A Krzyzak
IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (1), 59-74, 2002
2702002
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
2682005
Image denoising using neighbouring wavelet coefficients
GY Chen, TD Bui, A Krzyzak
Integrated Computer-Aided Engineering 12 (1), 99-107, 2005
2542005
On the strong universal consistency of nearest neighbor regression function estimates
L Devroye, L Gyorfi, A Krzyzak, G Lugosi
The Annals of Statistics, 1371-1385, 1994
2391994
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
1711994
Distribution-free pointwise consistency of kernel regression estimate
W Greblicki, A Krzyzak, M Pawlak
The annals of Statistics 12 (4), 1570-1575, 1984
1461984
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
1401994
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
1362013
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
1231996
Segmentation of handwritten digits using contour features
NW Strathy, CY Suen, A Krzyzak
Proceedings of 2nd International Conference on Document Analysis and …, 1993
1111993
Radial basis function networks and complexity regularization in function learning
A Krzyzak, T Linder
Advances in neural information processing systems, 197-203, 1997
1091997
A polygonal line algorithm for constructing principal curves
B Kégl, A Krzyzak, T Linder, K Zeger
Advances in Neural Information Processing Systems, 501-507, 1999
811999
Contour-based handwritten numeral recognition using multiwavelets and neural networks
GY Chen, TD Bui, A Krzyzak
Pattern Recognition 36 (7), 1597-1604, 2003
782003
The rates of convergence of kernel regression estimates and classification rules
A Krzyzak
IEEE Transactions on Information Theory 32 (5), 668-679, 1986
781986
A fast parallel optimization for training support vector machine
J Dong, A Krzyżak, CY Suen
International Workshop on Machine Learning and Data Mining in Pattern …, 2003
752003
Identification of discrete Hammerstein systems by the Fourier series regression estimate
A Krzyzak
International Journal of Systems Science 20 (9), 1729-1744, 1989
701989
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