Ewa Skubalska-Rafajlowicz

发表

Exploring the Solution Space of the Euclidean Traveling Salesman Problem Using a Kohonen SOM Neural Network

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2017, ICAISC.

Dimensionality Reduction Using External Context in Pattern Recognition Problems with Ordered Labels

Adam Krzyzak, Ewaryst Rafajlowicz, Ewa Skubalska-Rafajlowicz, 2012, ICAISC.

Small Sample Size in High Dimensional Space - Minimum Distance Based Classification

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2014, ICAISC.

Fast k-NN classification rule using metric on space-filling curves

Adam Krzyzak, Ewa Skubalska-Rafajlowicz, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Clustering of Data and Nearest Neighbors Search for Pattern Recognition with Dimensionality Reduction Using Random Projections

Ewa Skubalska-Rafajlowicz, 2010, ICAISC.

Random Projection RBF Nets for Multidimensional Density Estimation

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2008, Int. J. Appl. Math. Comput. Sci..

Deployment of Sensors According to Quasi-Random and Well Distributed Sequences for Nonparametric Estimation of Spatial Means of Random Fields

Ewaryst Rafajlowicz, Ewa Skubalska-Rafajlowicz, E. Rafajłowicz, 2013, System Modelling and Optimization.

Detection and estimation translations of large images using random projections

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2011, The 2011 International Workshop on Multidimensional (nD) Systems.

Object Classification Using Sequences of Zernike Moments

Ewa Skubalska-Rafajlowicz, Aneta Górniak, 2017, CISIM.

Open-Set Face Classification for Access Monitoring Using Spatially-Organized Random Projections

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2018, CISIM.

MAD Loss in Pattern Recognition and RBF Learning

Ewaryst Rafajlowicz, Ewa Skubalska-Rafajlowicz, E. Rafajłowicz, 2006, ICAISC.

Relative Stability of Random Projection-Based Image Classification

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2018, ICAISC.

Tissue Recognition on Microscopic Images of Histological Sections Using Sequences of Zernike Moments

Ewa Skubalska-Rafajlowicz, Aneta Górniak, 2018, CISIM.

Recurrent Network Structure for Computing Quasi-inverses of the Sierpinski Space-Filling Curves

Ewa Skubalska-Rafajlowicz, 2004, ICAISC.

Sparse Random Projections of Camera Images for Monitoring of a Combustion Process in a Gas Burner

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2017, CISIM.

RBF Neural Network for Probability Density Function Estimation and Detecting Changes in Multivariate Processes

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2006, ICAISC.

Whole Image and Modular Image Face Classification - What is Really Classified?

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2019, ICAISC.

Local Correlation and Entropy Maps as Tools for Detecting Defects in Industrial Images

Ewa Skubalska-Rafajlowicz, 2008, Int. J. Appl. Math. Comput. Sci..

Sampling multidimensional signals by a new class of quasi-random sequences

Ewaryst Rafajlowicz, Ewa Skubalska-Rafajlowicz, E. Rafajłowicz, 2012, Multidimens. Syst. Signal Process..

Registration and Sequencing of Vessels Section Images at Macroscopic Levels

Ewa Skubalska-Rafajlowicz, Aneta Górniak, 2015, CISIM.

Training Neural Networks by Optimizing Random Subspaces of the Weight Space

Ewa Skubalska-Rafajlowicz, 2016, ICAISC.

Pattern recognition algorithms based on space-filling curves and orthogonal expansions

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2001, IEEE Trans. Inf. Theory.

Automatic Tissue Type Classification in Large-Scale Microscopic Images Using Zernike Moments

Ewa Skubalska-Rafajlowicz, Aneta Górniak, 2019, ISAT.

Modeling dynamical systems using neural networks and random linear projections

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2017, KKA.

A New Method of Centers Location in Gaussian RBF Interpolation Networks

Ewa Skubalska-Rafajlowicz, Marek Bazan, E. Skubalska-Rafajlowicz, 2013, ICAISC.

Random Sieve Based on Projections for RBF Neural Net Structure Selection

Ewaryst Rafajlowicz, Ewa Skubalska-Rafajlowicz, E. Rafajłowicz, 2013, ICAISC.

Estimation of horizontal and vertical translations of large images based on columns and rows mean energy matching

Ewa Skubalska-Rafajlowicz, E. Skubalska-Rafajlowicz, 2014, Multidimens. Syst. Signal Process..

Equidistributed sequences along space-filling curves in sampling of images

Ewaryst Rafajlowicz, Ewa Skubalska-Rafajlowicz, E. Rafajłowicz, 2008, 2008 16th European Signal Processing Conference.

Combining Space-Filling Curves and Radial Basis Function Networks

Adam Krzyzak, Ewa Skubalska-Rafajlowicz, A. Krzyżak, 2004, ICAISC.

A Synergy of Freezing and Dropout - A New Learning Strategy of Convolutional Networks

Ewa Skubalska-Rafajlowicz, Michal Banach, E. Skubalska-Rafajlowicz, 2020, ICAISC.

An Exact Algorithm for Finite Metric Space Embedding into a Euclidean Space When the Dimension of the Space Is Not Known

Ewa Skubalska-Rafajlowicz, Wojciech Rafajlowicz, E. Skubalska-Rafajlowicz, 2021, ICCS.

Classifying Functional Data from Orthogonal Projections - Model, Properties and Fast Implementation

Ewaryst Rafajlowicz, Ewa Skubalska-Rafajlowicz, E. Rafajłowicz, 2021, ICCS.