Tomasz Galkowski

Publication Activity (10 Years)

Years Active: 1985-2022
Publications (10 Years): 15

Top Topics

Kernel Estimation

Nonparametric Estimation

Top Venues

J. Artif. Intell. Soft Comput. Res.

Publications

Tomasz Galkowski, Adam Krzyzak
Fast Estimation of Multidimensional Regression Functions by the Parzen Kernel-Based Method. ICONIP (4) (2022)
Adam Krzyzak, Tomasz Galkowski, Marian Partyka
Convergence of RBF Networks Regression Function Estimates and Classifiers. ICAISC (1) (2022)
Rafal Grycuk, Tomasz Galkowski, Rafal Scherer, Leszek Rutkowski
A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder. IJCNN (2022)
Tomasz Galkowski, Adam Krzyzak, Piotr Dziwinski
Fast Estimation of Multidimensional Regression Functions. ICARCV (2022)
Tomasz Galkowski, Adam Krzyzak, Zofia Patora-Wysocka, Zbigniew Filutowicz, Lipo Wang
A New Approach to Detection of Changes in Multidimensional Patterns - Part II. J. Artif. Intell. Soft Comput. Res. 11 (3) (2021)
Tomasz Galkowski, Adam Krzyzak
Abrupt Change Detection by the Nonparametric Approach Based on Orthogonal Series Estimates. ICAISC (1) (2021)
Tomasz Galkowski, Adam Krzyzak
Edge Curve Estimation by the Nonparametric Parzen Kernel Method. ICONIP (4) (2020)
Tomasz Galkowski, Adam Krzyzak
A New Approach to Detection of Abrupt Changes in Black-and-White Images. ICAISC (2) (2020)
Tomasz Galkowski, Adam Krzyzak, Zbigniew Filutowicz
A New Approach to Detection of Changes in Multidimensional Patterns. J. Artif. Intell. Soft Comput. Res. 10 (2) (2020)
Tomasz Galkowski, Krzysztof Przybyszewski
A New Concept of Nonparametric Kernel Approach for Edge Detection. ICAISC (2) (2019)
Tomasz Galkowski, Andrzej Cader
Outliers Detection in Regressions by Nonparametric Parzen Kernel Estimation. ICAISC (2) (2018)
Magdalena Laskowska, Lukasz Laskowski, Jerzy Jelonkiewicz, Henryk Piech, Tomasz Galkowski, Arnaud Boullanger
Porous Silica Templated Nanomaterials for Artificial Intelligence and IT Technologies. ICAISC (2) (2017)
Tomasz Galkowski, Miroslaw Pawlak
The Novel Method of the Estimation of the Fourier Transform Based on Noisy Measurements. ICAISC (2) (2017)
Tomasz Galkowski, Miroslaw Pawlak
Nonparametric Estimation of Edge Values of Regression Functions. ICAISC (2) (2016)
Lukasz Laskowski, Magdalena Laskowska, Jerzy Jelonkiewicz, Henryk Piech, Tomasz Galkowski, Arnaud Boullanger
The Concept of Molecular Neurons. ICAISC (2) (2016)
Tomasz Galkowski, Miroslaw Pawlak
Orthogonal Series Estimation of Regression Functions in Nonstationary Conditions. ICAISC (1) (2015)
Tomasz Galkowski, Artur Starczewski, Xiuju Fu
Improvement of the Multiple-View Learning Based on the Self-Organizing Maps. ICAISC (2015)
Tomasz Galkowski, Miroslaw Pawlak
Nonparametric Function Fitting in the Presence of Nonstationary Noise. ICAISC (1) (2014)
Tomasz Galkowski, Miroslaw Pawlak
Nonparametric Extension of Regression Functions Outside Domain. ICAISC (1) (2014)
Tomasz Galkowski
Kernel Estimation of Regression Functions in the Boundary Regions. ICAISC (2) (2013)
Tomasz Galkowski, Artur Starczewski
An Application of the Self-Organizing Map to Multiple View Unsupervised Learning. ICAISC (2) (2012)
Krzysztof Cpalka, Olga Yu. Rebrova, Tomasz Galkowski, Leszek Rutkowski
On Differential Stroke Diagnosis by Neuro-fuzzy Structures. ICAISC (2008)
Tomasz Galkowski, Leszek Rutkowski
Nonparametric recovery of multivariate functions with applications to system identification. Proc. IEEE 73 (5) (1985)