Tomasz Galkowski

According to our database, Tomasz Galkowski authored at least 23 papers between 1985 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder.

Rafal Grycuk, Tomasz Galkowski, Rafal Scherer, Leszek Rutkowski

Proceedings of the International Joint Conference on Neural Networks, 2022

Fast Estimation of Multidimensional Regression Functions by the Parzen Kernel-Based Method.

Tomasz Galkowski, Adam Krzyzak

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Fast Estimation of Multidimensional Regression Functions.

Tomasz Galkowski, Adam Krzyzak, Piotr Dziwiñski

Proceedings of the 17th International Conference on Control, 2022

Convergence of RBF Networks Regression Function Estimates and Classifiers.

Adam Krzyzak, Tomasz Galkowski, Marian Partyka

Proceedings of the Artificial Intelligence and Soft Computing, 2022

2021

A New Approach to Detection of Changes in Multidimensional Patterns - Part II.

Tomasz Galkowski, Adam Krzyzak, Zofia Patora-Wysocka, Zbigniew Filutowicz, Lipo Wang

J. Artif. Intell. Soft Comput. Res., 2021

Abrupt Change Detection by the Nonparametric Approach Based on Orthogonal Series Estimates.

Tomasz Galkowski, Adam Krzyzak

Proceedings of the Artificial Intelligence and Soft Computing, 2021

2020

A New Approach to Detection of Changes in Multidimensional Patterns.

Tomasz Galkowski, Adam Krzyzak, Zbigniew Filutowicz

J. Artif. Intell. Soft Comput. Res., 2020

Edge Curve Estimation by the Nonparametric Parzen Kernel Method.

Tomasz Galkowski, Adam Krzyzak

Proceedings of the Neural Information Processing - 27th International Conference, 2020

A New Approach to Detection of Abrupt Changes in Black-and-White Images.

Tomasz Galkowski, Adam Krzyzak

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

A New Concept of Nonparametric Kernel Approach for Edge Detection.

Tomasz Galkowski, Krzysztof Przybyszewski

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Outliers Detection in Regressions by Nonparametric Parzen Kernel Estimation.

Tomasz Galkowski, Andrzej Cader

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

Porous Silica Templated Nanomaterials for Artificial Intelligence and IT Technologies.

Magdalena Laskowska, Lukasz Laskowski, Jerzy Jelonkiewicz, Henryk Piech, Tomasz Galkowski, Arnaud Boullanger

Proceedings of the Artificial Intelligence and Soft Computing, 2017

The Novel Method of the Estimation of the Fourier Transform Based on Noisy Measurements.

Tomasz Galkowski, Miroslaw Pawlak

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

The Concept of Molecular Neurons.

Lukasz Laskowski, Magdalena Laskowska, Jerzy Jelonkiewicz, Henryk Piech, Tomasz Galkowski, Arnaud Boullanger

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Nonparametric Estimation of Edge Values of Regression Functions.

Tomasz Galkowski, Miroslaw Pawlak

Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015

Improvement of the Multiple-View Learning Based on the Self-Organizing Maps.

Tomasz Galkowski, Artur Starczewski, Xiuju Fu

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Orthogonal Series Estimation of Regression Functions in Nonstationary Conditions.

Tomasz Galkowski, Miroslaw Pawlak

Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014

Nonparametric Function Fitting in the Presence of Nonstationary Noise.

Tomasz Galkowski, Miroslaw Pawlak

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Nonparametric Extension of Regression Functions Outside Domain.

Tomasz Galkowski, Miroslaw Pawlak

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Kernel Estimation of Regression Functions in the Boundary Regions.

Tomasz Galkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

An Application of the Self-Organizing Map to Multiple View Unsupervised Learning.

Tomasz Galkowski, Artur Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2008

On Differential Stroke Diagnosis by Neuro-fuzzy Structures.

Krzysztof Cpalka, Olga Yu. Rebrova, Tomasz Galkowski, Leszek Rutkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2008

1985

Nonparametric recovery of multivariate functions with applications to system identification.

Tomasz Galkowski, Leszek Rutkowski

Proc. IEEE, 1985