Malgorzata Charytanowicz

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 14

Top Topics

Machine Learning

Top Venues

Comput. Electron. Agric.

Publications

Malgorzata Charytanowicz
Explainable Ensemble Machine Learning for Wheat Grain Identification. ICDM (Workshops) (2023)
Malgorzata Charytanowicz, Kajetan Perzanowski, Maciej Januszczak, Aleksandra Woloszyn-Galeza, Piotr Kulczycki
Habitat suitability for wisents in the Carpathians - a model based on presence only data. Ecol. Informatics 69 (2022)
Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik, Piotr Kulczycki, Henryk Czachor
Deep Learning for Porous Media Classification Based on Micro-CT Images. IJCNN (2022)
Malgorzata Charytanowicz, Anna Olwert, Weronika Radziszewska, Jolanta Jarnicka, Krzysztof Gajowniczek, Tomasz S. Zabkowski, Jacek Brozyna, Grzegorz Mentel, Grzegorz Matejko
Machine Learning for Energy Load Prediction and its Interpretation. IS (2022)
Piotr Wojcicki, Tomasz Zientarski, Malgorzata Charytanowicz, Edyta Lukasik
Estimation of the Path-Loss Exponent by Bayesian Filtering Method. Sensors 21 (6) (2021)
Szymon Lukasik, Konrad Lalik, Piotr Sarna, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
Efficient Astronomical Data Condensation Using Approximate Nearest Neighbors. Int. J. Appl. Math. Comput. Sci. 29 (3) (2019)
Piotr Kulczycki, Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik
Identification of atypical (rare) elements - a conditional, distribution-free approach. IMA J. Math. Control. Inf. 35 (3) (2018)
Malgorzata Charytanowicz, Piotr Kulczycki, Piotr A. Kowalski, Szymon Lukasik, Róza Czabak-Garbacz
An evaluation of utilizing geometric features for wheat grain classification using X-ray images. Comput. Electron. Agric. 144 (2018)
Szymon Lukasik, Piotr Andrzej Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
Data Clustering with Grasshopper Optimization Algorithm. FedCSIS (2017)
Piotr Andrzej Kowalski, Szymon Lukasik, Malgorzata Charytanowicz, Piotr Kulczycki
On the Use of Nature Inspired Metaheuristic in Computer Game. FedCSIS (2017)
Malgorzata Charytanowicz, Jerzy Niewczas, Piotr Kulczycki, Piotr A. Kowalski, Szymon Lukasik
Discrimination of Wheat Grain Varieties Using X-Ray Images. ITIB (1) (2016)
Piotr Andrzej Kowalski, Szymon Lukasik, Malgorzata Charytanowicz, Piotr Kulczycki
Clustering based on the Krill Herd Algorithm with Selected Validity Measures. FedCSIS (2016)
Szymon Lukasik, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
Clustering using flower pollination algorithm and Calinski-Harabasz index. CEC (2016)
Piotr Kulczycki, Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik
Atypical (Rare) Elements Detection - A Conditional Nonparametric Approach. CompIMAGE (2016)
Malgorzata Charytanowicz, Piotr Kulczycki
An Image Analysis Algorithm for Soil Structure Identification. IEEE Conf. on Intelligent Systems (2) (2014)
Piotr Kulczycki, Malgorzata Charytanowicz
Conditional Multidimensional Parameter Identification with Asymmetric Correlated Losses of Estimation Errors. ICONIP (2) (2014)
Piotr Kulczycki, Malgorzata Charytanowicz
Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors. ICCCI (1) (2012)
Piotr Kulczycki, Malgorzata Charytanowicz
A Complete Gradient Clustering Algorithm. AICI (3) (2011)
Piotr Kulczycki, Malgorzata Charytanowicz
A complete gradient clustering algorithm formed with kernel estimators. Int. J. Appl. Math. Comput. Sci. 20 (1) (2010)
Piotr Kulczycki, Malgorzata Charytanowicz
Asymmetrical Conditional Bayes Parameter Identification for Control Engineering. Cybern. Syst. 39 (3) (2008)
Szymon Lukasik, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
Fuzzy Models Synthesis with Kernel-Density-Based Clustering Algorithm. FSKD (3) (2008)