Ewa Skubalska-Rafajlowicz

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 16

Top Topics

Image Classification

Random Subspaces

Dimensionality Reduction

Top Venues

Multidimens. Syst. Signal Process.

Publications

Ewa Skubalska-Rafajlowicz
A simple algorithm for computing a multi-dimensional the Sierpinski space-filling curve generalization. FedCSIS (Communication Papers) (2023)
Ewa Skubalska-Rafajlowicz, Wojciech Rafajlowicz
An Exact Algorithm for Finite Metric Space Embedding into a Euclidean Space When the Dimension of the Space Is Not Known. ICCS (1) (2021)
Ewa Skubalska-Rafajlowicz, Ewaryst Rafajlowicz
Classifying Functional Data from Orthogonal Projections - Model, Properties and Fast Implementation. ICCS (3) (2021)
Michal Banach, Ewa Skubalska-Rafajlowicz
A Synergy of Freezing and Dropout - A New Learning Strategy of Convolutional Networks. ICAISC (1) (2020)
Ewa Skubalska-Rafajlowicz
Whole Image and Modular Image Face Classification - What is Really Classified? ICAISC (1) (2019)
Aneta Górniak, Ewa Skubalska-Rafajlowicz
Automatic Tissue Type Classification in Large-Scale Microscopic Images Using Zernike Moments. ISAT (2) (2019)
Ewa Skubalska-Rafajlowicz
Relative Stability of Random Projection-Based Image Classification. ICAISC (1) (2018)
Ewa Skubalska-Rafajlowicz
Open-Set Face Classification for Access Monitoring Using Spatially-Organized Random Projections. CISIM (2018)
Aneta Górniak, Ewa Skubalska-Rafajlowicz
Tissue Recognition on Microscopic Images of Histological Sections Using Sequences of Zernike Moments. CISIM (2018)
Aneta Górniak, Ewa Skubalska-Rafajlowicz
Object Classification Using Sequences of Zernike Moments. CISIM (2017)
Ewa Skubalska-Rafajlowicz
Exploring the Solution Space of the Euclidean Traveling Salesman Problem Using a Kohonen SOM Neural Network. ICAISC (1) (2017)
Ewa Skubalska-Rafajlowicz
Sparse Random Projections of Camera Images for Monitoring of a Combustion Process in a Gas Burner. CISIM (2017)
Ewa Skubalska-Rafajlowicz
Spatially-organized random projections of images for dimensionality reduction and privacy-preserving classification. nDS (2017)
Ewa Skubalska-Rafajlowicz
Modeling dynamical systems using neural networks and random linear projections. KKA (2017)
Ewa Skubalska-Rafajlowicz
Training Neural Networks by Optimizing Random Subspaces of the Weight Space. ICAISC (1) (2016)
Ewa Skubalska-Rafajlowicz, Aneta Górniak
Kohonen SOM for Image Slides Sequencing. CISIM (2016)
Aneta Górniak, Ewa Skubalska-Rafajlowicz
Registration and Sequencing of Vessels Section Images at Macroscopic Levels. CISIM (2015)
Ewa Skubalska-Rafajlowicz
Small Sample Size in High Dimensional Space - Minimum Distance Based Classification. ICAISC (1) (2014)
Ewa Skubalska-Rafajlowicz
Estimation of horizontal and vertical translations of large images based on columns and rows mean energy matching. Multidimens. Syst. Signal Process. 25 (2) (2014)
Ewa Skubalska-Rafajlowicz
Random projections and Hotelling's T2 statistics for change detection in high-dimensional data streams. Int. J. Appl. Math. Comput. Sci. 23 (2) (2013)
Ewa Skubalska-Rafajlowicz, Ewaryst Rafajlowicz
Random Sieve Based on Projections for RBF Neural Net Structure Selection. ICAISC (1) (2013)
Ewa Skubalska-Rafajlowicz, Ewaryst Rafajlowicz
Deployment of Sensors According to Quasi-Random and Well Distributed Sequences for Nonparametric Estimation of Spatial Means of Random Fields. System Modelling and Optimization (2013)
Marek Bazan, Ewa Skubalska-Rafajlowicz
A New Method of Centers Location in Gaussian RBF Interpolation Networks. ICAISC (1) (2013)
Ewa Skubalska-Rafajlowicz, Adam Krzyzak, Ewaryst Rafajlowicz
Dimensionality Reduction Using External Context in Pattern Recognition Problems with Ordered Labels. ICAISC (1) (2012)
Ewa Skubalska-Rafajlowicz, Ewaryst Rafajlowicz
Sampling multidimensional signals by a new class of quasi-random sequences. Multidimens. Syst. Signal Process. 23 (1-2) (2012)
Ewa Skubalska-Rafajlowicz
Detection and estimation translations of large images using random projections. nDS (2011)
Ewa Skubalska-Rafajlowicz
Clustering of Data and Nearest Neighbors Search for Pattern Recognition with Dimensionality Reduction Using Random Projections. ICAISC (1) (2010)
Ewa Skubalska-Rafajlowicz
Local Correlation and Entropy Maps as Tools for Detecting Defects in Industrial Images. Int. J. Appl. Math. Comput. Sci. 18 (1) (2008)
Ewaryst Rafajlowicz, Ewa Skubalska-Rafajlowicz
MAD Loss in Pattern Recognition and RBF Learning. ICAISC (2008)
Ewa Skubalska-Rafajlowicz
Random Projection RBF Nets for Multidimensional Density Estimation. Int. J. Appl. Math. Comput. Sci. 18 (4) (2008)
Ewaryst Rafajlowicz, Ewa Skubalska-Rafajlowicz
Equidistributed sequences along space-filling curves in sampling of images. EUSIPCO (2008)
Ewa Skubalska-Rafajlowicz
RBF Neural Network for Probability Density Function Estimation and Detecting Changes in Multivariate Processes. ICAISC (2006)
Ewa Skubalska-Rafajlowicz
Recurrent Network Structure for Computing Quasi-inverses of the Sierpinski Space-Filling Curves. ICAISC (2004)
Adam Krzyzak, Ewa Skubalska-Rafajlowicz
Combining Space-Filling Curves and Radial Basis Function Networks. ICAISC (2004)
Ewa Skubalska-Rafajlowicz
Pattern recognition algorithms based on space-filling curves and orthogonal expansions. IEEE Trans. Inf. Theory 47 (5) (2001)
Ewa Skubalska-Rafajlowicz, Adam Krzyzak
Fast k-NN classification rule using metric on space-filling curves. ICPR (1996)