Ewa Skubalska-Rafajlowicz

Proceedings of the Communication Papers of the 18th Conference on Computer Science and Intelligence Systems, 2023

2021

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

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[DOI]

Proceedings of the Computational Science - ICCS 2021, 2021

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

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[DOI]

Wojciech Rafajlowicz

Proceedings of the Computational Science - ICCS 2021, 2021

2020

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

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[DOI]

Michal Banach

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

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

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[DOI]

Proceedings of the Information Systems Architecture and Technology: Proceedings of 40th Anniversary International Conference on Information Systems Architecture and Technology - ISAT 2019, 2019

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

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[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Relative Stability of Random Projection-Based Image Classification.

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[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

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

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[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2018

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

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[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2018

2017

Spatially-organized random projections of images for dimensionality reduction and privacy-preserving classification.

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[DOI]

Proceedings of the 10th International Workshop on Multidimensional (nD) Systems (nDS), 2017

Modeling dynamical systems using neural networks and random linear projections.

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[DOI]

Proceedings of the Trends in Advanced Intelligent Control, Optimization and Automation - Proceedings of KKA 2017, 2017

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

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[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2017

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

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[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2017

Object Classification Using Sequences of Zernike Moments.

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[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2017

2016

Training Neural Networks by Optimizing Random Subspaces of the Weight Space.

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[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Kohonen SOM for Image Slides Sequencing.

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[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2016

2015

Registration and Sequencing of Vessels Section Images at Macroscopic Levels.

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[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2015

2014

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

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[DOI]

Multidimens. Syst. Signal Process., 2014

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

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[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Random projections and Hotelling's T2 statistics for change detection in high-dimensional data streams.

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[DOI]

Int. J. Appl. Math. Comput. Sci., 2013

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

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[DOI]

Proceedings of the System Modeling and Optimization, 2013

Random Sieve Based on Projections for RBF Neural Net Structure Selection.

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[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2013

A New Method of Centers Location in Gaussian RBF Interpolation Networks.

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[DOI]

Marek Bazan

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

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

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[DOI]

Multidimens. Syst. Signal Process., 2012

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

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[DOI]

Adam Krzyzak

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

Detection and estimation translations of large images using random projections.

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[DOI]

Proceedings of the 7th International Workshop on Multidimensional (nD) Systems, 2011

2010

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

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[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

2008

Random Projection RBF Nets for Multidimensional Density Estimation.

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[DOI]

Int. J. Appl. Math. Comput. Sci., 2008

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

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[DOI]

Int. J. Appl. Math. Comput. Sci., 2008

MAD Loss in Pattern Recognition and RBF Learning.

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[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2008

Equidistributed sequences along space-filling curves in sampling of images.

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[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2006

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

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[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2006

2004

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

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[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Combining Space-Filling Curves and Radial Basis Function Networks.

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[DOI]

Adam Krzyzak

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2001

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

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[DOI]

IEEE Trans. Inf. Theory, 2001

1996

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

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[DOI]