| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Michael Kohler, Adam Krzyzak |
Nonparametric estimation of non-stationary velocity fields from 3D particle tracking velocimetry data.  |
Computational Statistics & Data Analysis  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Ewa Skubalska-Rafajlowicz, Adam Krzyzak, Ewaryst Rafajlowicz |
Dimensionality Reduction Using External Context in Pattern Recognition Problems with Ordered Labels. |
ICAISC |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
Denoising of Three-Dimensional Data Cube Using bivariate Wavelet Shrinking. |
IJPRAI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak |
Radial Basis Function Networks with optimal kernels. |
ISIT |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak, Ewaryst Rafajlowicz |
Pattern Recognition with Linearly Structured Labels Using Recursive Kernel Estimator. |
ICAISC |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
Denoising of Three Dimensional Data Cube Using Bivariate Wavelet Shrinking. |
ICIAR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
Invariant pattern recognition using radon, dual-tree complex wavelet and Fourier transforms. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Kohler, Adam Krzyzak, Harro Walk |
On application of nonparametric regression estimation to options pricing. |
ISIT |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Aleksey Izmailov, Adam Krzyzak |
On Improving the Efficiency of Eigenface Using a Novel Facial Feature Localization. |
ICIAP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenzo Luciano, Adam Krzyzak |
Automated Multimodal Biometrics Using Face and Ear. |
ICIAR |
2009 |
DBLP DOI BibTeX RDF |
ear recognition, eigenear, Face recognition, PCA, eigenface, multimodal biometrics |
| 1 | Lukasz Jelen, Thomas Fevens, Adam Krzyzak |
Classification of Breast Cancer Malignancy Using Cytological Images of Fine Needle Aspiration Biopsies. |
Applied Mathematics and Computer Science |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Joanna Rokita, Adam Krzyzak, Ching Y. Suen |
Multimodal Biometrics by Face and Hand Images Taken by a Cell Phone Camera. |
IJPRAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-xiong Dong, Ching Y. Suen, Adam Krzyzak |
Effective shrinkage of large multi-class linear svm models for text categorization. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Wu Ding, Ching Y. Suen, Adam Krzyzak |
A new courtesy amount recognition module of a Check Reading System. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak, Dominik Schäfer |
Nonlinear Function Learning Using Radial Basis Function Networks: Convergence and Rates. |
ICAISC |
2008 |
DBLP DOI BibTeX RDF |
Normalized radial basis function networks, convergence, rates of convergence |
| 1 | Lukasz Jelen, Adam Krzyzak, Thomas Fevens |
Comparison of Pleomorphic and Structural Features Used for Breast Cancer Malignancy Classification. |
Canadian Conference on AI |
2008 |
DBLP DOI BibTeX RDF |
malignancy grading, FNA grading, breast cancer grading, Bloom-Richardson, features |
| 1 | Joanna Rokita, Adam Krzyzak, Ching Y. Suen |
Cell Phones Personal Authentication Systems Using Multimodal Biometrics. |
ICIAR |
2008 |
DBLP DOI BibTeX RDF |
cell phone pictures, SVM, Gabor filters, active shape models, multimodal biometrics |
| 1 | Shuo Li, Thomas Fevens, Adam Krzyzak, Chao Jin, Song Li |
Semi-automatic computer aided lesion detection in dental X-rays using variational level set. |
Pattern Recognition |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shuo Li, Thomas Fevens, Adam Krzyzak, Song Li |
Automatic clinical image segmentation using pathological modeling, PCA and SVM. |
Eng. Appl. of AI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shuo Li, Thomas Fevens, Adam Krzyzak, Song Li |
An automatic variational level set segmentation framework for computer aided dental X-rays analysis in clinical environments. |
Comp. Med. Imag. and Graph. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
Rotation invariant feature extraction using Ridgelet and Fourier transforms. |
Pattern Anal. Appl. |
2006 |
DBLP DOI BibTeX RDF |
Ridgelets, Pattern recognition, Feature extraction, Character recognition, Fourier transform, Image descriptors |
| 1 | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
Invariant Ridgelet-Fourier Descriptor for Pattern Recognition. |
ICPR |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
Palmprint Classification using Dual-Tree Complex Wavelets. |
ICIP |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak, Dominik Schäfer |
Nonlinear Function Learning by the Normalized Radial Basis Function Networks. |
ICAISC |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shuo Li, Thomas Fevens, Adam Krzyzak, Chao Jin, Song Li |
Fast and Robust Clinical Triple-Region Image Segmentation Using One Level Set Function. |
MICCAI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-xiong Dong, Adam Krzyzak, Ching Y. Suen |
Fast SVM Training Algorithm with Decomposition on Very Large Data Sets. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2005 |
DBLP DOI BibTeX RDF |
machine learning, Support vector machines (SVMs), handwritten character recognition, algorithm design and analysis, algorithm efficiency |
| 1 | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
Image denoising with neighbour dependency and customized wavelet and threshold. |
Pattern Recognition |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
Rotation invariant pattern recognition using ridgelets, wavelet cycle-spinning and Fourier features. |
Pattern Recognition |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-xiong Dong, Adam Krzyzak, Ching Y. Suen |
An improved handwritten Chinese character recognition system using support vector machine. |
Pattern Recognition Letters |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak, Dominik Schäfer |
Nonparametric regression estimation by normalized radial basis function networks. |
IEEE Transactions on Information Theory |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-xiong Dong, Dominique Ponson, Adam Krzyzak, Ching Y. Suen |
Cursive word skew/slant corrections based on Radon transform. |
ICDAR |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Shuo Li, Thomas Fevens, Adam Krzyzak, Chao Jin, Song Li |
Toward Automatic Computer Aided Dental X-ray Analysis Using Level Set Method. |
MICCAI |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-xiong Dong, Adam Krzyzak, Ching Y. Suen, Dominique Ponson |
Low-Level Cursive Word Representation Based on Geometric Decomposition. |
MLDM |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Shuo Li, Thomas Fevens, Adam Krzyzak, Song Li |
Automatic Clinical Image Segmentation Using Pathological Modelling, PCA and SVM. |
MLDM |
2005 |
DBLP DOI BibTeX RDF |
dental X-rays, machine learning, support vector machine, Image segmentation, principal component analysis |
| 1 | Shuo Li, Thomas Fevens, Adam Krzyzak |
A SVM-based framework for autonomous volumetric medical image segmentation using hierarchical and coupled level sets. |
CARS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Adam Krzyzak, Ewa Skubalska-Rafajlowicz |
Combining Space-Filling Curves and Radial Basis Function Networks. |
ICAISC |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Shuo Li, Thomas Fevens, Adam Krzyzak |
Image Segmentation Adapted for Clinical Settings by Combining Pattern Classification and Level Sets. |
MICCAI |
2004 |
DBLP DOI BibTeX RDF |
variational level set, support vector machine, Segmentation, energy minimization, variational methods, Bayesian decision |
| 1 | Jian-xiong Dong, Ching Y. Suen, Adam Krzyzak |
A Fast SVM Training Algorithm. |
IJPRAI |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Guangyi Chen, Tien D. Bui, Adam Krzyzak |
Contour-based handwritten numeral recognition using multiwavelets and neural networks. |
Pattern Recognition |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslaw Pawlak, Ewaryst Rafajlowicz, Adam Krzyzak |
Postfiltering versus prefiltering for signal recovery from noisy samples. |
IEEE Transactions on Information Theory |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-xiong Dong, Adam Krzyzak, Ching Y. Suen |
A Fast Parallel Optimization for Training Support Vector Machine. |
MLDM |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Balázs Kégl, Adam Krzyzak |
Piecewise Linear Skeletonization Using Principal Curves. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2002 |
DBLP DOI BibTeX RDF |
image processing, feature extraction, Skeletonization, principal curves |
| 1 | Jie Zhou, Adam Krzyzak, Ching Y. Suen |
Verification - a method of enhancing the recognizers of isolated and touching handwritten numerals. |
Pattern Recognition |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-xiong Dong, Adam Krzyzak, Ching Y. Suen |
A Fast SVM Training Algorithm. |
SVM |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Kohler, Adam Krzyzak |
Nonparametric regression estimation using penalized least squares. |
IEEE Transactions on Information Theory |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-xiong Dong, Adam Krzyzak, Ching Y. Suen |
A Multi-Net Local Learning Framework for Pattern Recognition. (PDF / PS) |
ICDAR |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak |
Nonlinear Function Learning and Classification Using Optimal Radial Basis Function Networks. |
MLDM |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian-xiong Dong, Adam Krzyzak, Ching Y. Suen |
Local Learning Framework for Recognition of Lowercase Handwritten Characters. |
MLDM |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Balázs Kégl, Adam Krzyzak, Tamás Linder, Kenneth Zeger |
Learning and Design of Principal Curves. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2000 |
DBLP DOI BibTeX RDF |
feature extraction, unsupervised learning, vector quantization, Learning systems, curve fitting, piecewise linear approximation |
| 1 | Balázs Kégl, Adam Krzyzak |
Piecewise Linear Skeletonization Using Principal Curves. |
ICPR |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Balázs Kégl, Adam Krzyzak, Heinrich Niemann |
Radial Basis Function Networks and Complexity Regularization in Function Learning and Classification. |
ICPR |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Jie Zhou, Qiang Gan, Adam Krzyzak, Ching Y. Suen |
Recognition of handwritten numerals by Quantum Neural Network with fuzzy features. |
IJDAR |
1999 |
DBLP DOI BibTeX RDF |
Decision-fusion system, Morphing, Fuzzy classification, Handwritten numeral recognition, Quantum Neural Network |
| 1 | Adam Krzyzak, Tamás Linder |
Radial basis function networks and complexity regularization in function learning. |
IEEE Transactions on Neural Networks |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Balázs Kégl, Adam Krzyzak, Tamás Linder, Kenneth Zeger |
A Polygonal Line Algorithm for Constructing Principal Curves. |
NIPS |
1998 |
DBLP BibTeX RDF |
|
| 1 | Adam Krzyzak, Ewaryst Rafajlowicz, Miroslaw Pawlak |
Moving average restoration of bandlimited signals from noisy observations. |
IEEE Transactions on Signal Processing |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslaw Pawlak, Ewaryst Rafajlowicz, Adam Krzyzak |
Exponential weighting algorithms for reconstruction of bandlimited signals. |
IEEE Transactions on Signal Processing |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak, Tamás Linder |
Radial Basis Function Networks and Complexity Regularization in Function Learning. |
NIPS |
1996 |
DBLP BibTeX RDF |
|
| 1 | Xinming Yu, T. D. Bui, Adam Krzyzak |
Robust Estimation for Range Image Segmentation and Reconstruction. |
IEEE Trans. Pattern Anal. Mach. Intell. |
1994 |
DBLP DOI BibTeX RDF |
primitive parameters, homogeneous surface patch, residual consensus, RESC, compressed histogram method, best-fit surface parameters, quadratic surfaces, least median squares method, genetic algorithms, genetic algorithm, image segmentation, image reconstruction, image reconstruction, robust estimation, range image segmentation, random search, planar surfaces |
| 1 | Lei Xu, Adam Krzyzak, Alan L. Yuille |
On radial basis function nets and kernel regression: Statistical consistency, convergence rates, and receptive field size. |
Neural Networks |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak, Rolf Unbehauen |
On Estimation of Nonlinear Systems by Nonparametric Techniques. |
ISCAS |
1994 |
DBLP BibTeX RDF |
|
| 1 | Adam Krzyzak |
Global convergence of the recursive kernel regression estimates with applications in classification and nonlinear system estimation. |
IEEE Transactions on Information Theory |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Lei Xu, Adam Krzyzak, Erkki Oja |
Neural Nets for Dual Subspace Pattern Recognition Method. |
Int. J. Neural Syst. |
1991 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak |
On exponential bounds on the Bayes risk of the kernel classification rule. |
IEEE Transactions on Information Theory |
1991 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak |
On estimation of a class of nonlinear systems by the kernel regression estimate. |
IEEE Transactions on Information Theory |
1990 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak, S. Y. Leung, Ching Y. Suen |
Reconstruction of two-dimensional patterns from Fourier descriptors. |
Mach. Vis. Appl. |
1989 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak |
The rates of convergence of kernel regression estimates and classification rules. |
IEEE Transactions on Information Theory |
1986 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak, Miroslaw Pawlak |
Distribution-free consistency of a nonparametric kernel regression estimate and classification. |
IEEE Transactions on Information Theory |
1984 |
DBLP DOI BibTeX RDF |
|
| 1 | Adam Krzyzak, Miroslaw Pawlak |
Almost everywhere convergence of a recursive regression function estimate and classification. |
IEEE Transactions on Information Theory |
1984 |
DBLP DOI BibTeX RDF |
|
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