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Malgorzata Charytanowicz

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2020 – today

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2024
[c15]
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Piotr A. Kowalski, Ernest Jeczmionek, Malgorzata Charytanowicz, Szymon Lukasik, Jerzy Niewczas, Piotr Kulczycki:
Classification of Wheat Species Using Convolutional Neural Networks: A Comparative Study. FABULOUS 2024: 3-8
2023
[c14]
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Malgorzata Charytanowicz:
Explainable Ensemble Machine Learning for Wheat Grain Identification. ICDM (Workshops) 2023: 903-911
2022
[j7]
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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: 101626 (2022)
[c13]
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Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik, Piotr Kulczycki, Henryk Czachor:
Deep Learning for Porous Media Classification Based on Micro-CT Images. IJCNN 2022: 1-8
[c12]
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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: 1-8
2021
[j6]
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Piotr Wojcicki, Tomasz Zientarski, Malgorzata Charytanowicz, Edyta Lukasik:
Estimation of the Path-Loss Exponent by Bayesian Filtering Method. Sensors 21(6): 1934 (2021)

2010 – 2019

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2019
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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): 467-476 (2019)
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Piotr A. Kowalski, Szymon Lukasik, Malgorzata Charytanowicz, Piotr Kulczycki:
Nature Inspired Clustering - Use Cases of Krill Herd Algorithm and Flower Pollination Algorithm. Interactions Between Computational Intelligence and Mathematics (2) 2019: 83-98
2018
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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: 260-268 (2018)
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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): 923-937 (2018)
2017
[c11]
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Piotr Andrzej Kowalski, Szymon Lukasik, Malgorzata Charytanowicz, Piotr Kulczycki:
On the Use of Nature Inspired Metaheuristic in Computer Game. FedCSIS 2017: 29-37
[c10]
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Szymon Lukasik, Piotr Andrzej Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki:
Data Clustering with Grasshopper Optimization Algorithm. FedCSIS 2017: 71-74
2016
[c9]
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Szymon Lukasik, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki:
Clustering using flower pollination algorithm and Calinski-Harabasz index. CEC 2016: 2724-2728
[c8]
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Piotr Kulczycki, Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik:
Atypical (Rare) Elements Detection - A Conditional Nonparametric Approach. CompIMAGE 2016: 56-64
[c7]
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Piotr Andrzej Kowalski, Szymon Lukasik, Malgorzata Charytanowicz, Piotr Kulczycki:
Clustering based on the Krill Herd Algorithm with Selected Validity Measures. FedCSIS 2016: 79-87
[c6]
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Malgorzata Charytanowicz, Jerzy Niewczas, Piotr Kulczycki, Piotr A. Kowalski, Szymon Lukasik:
Discrimination of Wheat Grain Varieties Using X-Ray Images. ITIB (1) 2016: 39-50
2014
[c5]
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Piotr Kulczycki, Malgorzata Charytanowicz:
Conditional Multidimensional Parameter Identification with Asymmetric Correlated Losses of Estimation Errors. ICONIP (2) 2014: 287-294
[c4]
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Malgorzata Charytanowicz, Piotr Kulczycki:
An Image Analysis Algorithm for Soil Structure Identification. IEEE Conf. on Intelligent Systems (2) 2014: 681-692
2012
[c3]
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Piotr Kulczycki, Malgorzata Charytanowicz:
Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors. ICCCI (1) 2012: 553-562
[d1]
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Malgorzata Charytanowicz, Jerzy Niewczas, Piotr Kulczycki, Piotr A. Kowalski, Szymon Lukasik:
seeds. UCI Machine Learning Repository, 2012
2011
[c2]
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Piotr Kulczycki, Malgorzata Charytanowicz:
A Complete Gradient Clustering Algorithm. AICI (3) 2011: 497-504
2010
[j2]
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Piotr Kulczycki, Malgorzata Charytanowicz:
A complete gradient clustering algorithm formed with kernel estimators. Int. J. Appl. Math. Comput. Sci. 20(1): 123-134 (2010)

2000 – 2009

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2008
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Piotr Kulczycki, Malgorzata Charytanowicz:
Asymmetrical Conditional Bayes Parameter Identification for Control Engineering. Cybern. Syst. 39(3): 229-243 (2008)
[c1]
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Szymon Lukasik, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki:
Fuzzy Models Synthesis with Kernel-Density-Based Clustering Algorithm. FSKD (3) 2008: 449-453
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Malgorzata Charytanowicz, Piotr Kulczycki:
Nonparametric Regression for Analyzing Correlation between Medical Parameters. Information Technologies in Biomedicine 2008: 437-444

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