| 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 | 3325 | 1992 |
| A distribution-free theory of nonparametric regression L Györfi, M Kohler, A Krzyzak, H Walk Springer Science & Business Media, 2006 | 2648 | 2006 |
| 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 | 878 | 1993 |
| 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 | 478 | 2000 |
| On the strong universal consistency of nearest neighbor regression function estimates L Devroye, L Györfi, A Krzyżak, G Lugosi The annals of Statistics, 1371-1385, 1994 | 419 | 1994 |
| 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 | 321 | 2005 |
| Piecewise linear skeletonization using principal curves B Kégl, A Krzyzak IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (1), 59-74, 2002 | 318 | 2002 |
| Image denoising using neighbouring wavelet coefficients GY Chen, TD Bui, A Krzyzak Integrated Computer-Aided Engineering 12 (1), 99-107, 2005 | 303 | 2005 |
| 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 | 288 | 2013 |
| 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 | 186 | 1994 |
| 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 | 158 | 1994 |
| Distribution-free pointwise consistency of kernel regression estimate W Greblicki, A Krzyżak, M Pawlak The annals of Statistics, 1570-1575, 1984 | 158 | 1984 |
| 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 | 145 | 1996 |
| Pricing of High‐Dimensional American Options by Neural Networks M Kohler, A Krzyżak, N Todorovic Mathematical Finance: An International Journal of Mathematics, Statistics …, 2010 | 136 | 2010 |
| 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 | 135 | 2008 |
| Radial basis function networks and complexity regularization in function learning A Krzyzak, T Linder Advances in neural information processing systems 9, 1996 | 128 | 1996 |
| Segmentation of handwritten digits using contour features NW Strathy, CY Suen, A Krzyzak Proceedings of 2nd International Conference on Document Analysis and …, 1993 | 119 | 1993 |
| White blood cell differential counts using convolutional neural networks for low resolution images M Habibzadeh, A Krzyżak, T Fevens Artificial Intelligence and Soft Computing: 12th International Conference …, 2013 | 102 | 2013 |
| Nonparametric regression based on hierarchical interaction models M Kohler, A Krzyżak IEEE Transactions on Information Theory 63 (3), 1620-1630, 2016 | 100 | 2016 |
| Contour-based handwritten numeral recognition using multiwavelets and neural networks GY Chen, TD Bui, A Krzyzak Pattern Recognition 36 (7), 1597-1604, 2003 | 89 | 2003 |
