Malgorzata Charytanowicz

29 papers B 2C 4Journal 9Unranked 12

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	A New Approach Towards Identification of Individuals Belonging to Different Subpopulations Using Machine Learning Models and CLC Data. ICDM (Workshops) Malgorzata Charytanowicz, Kajetan Perzanowski, Maciej Januszczak, Aleksandra Woloszyn-Galeza, Maria Sobczuk, Piotr Kulczycki
2024	J	`jnl`	A quality index for detection of atypical elements (outliers). Int. J. Appl. Math. Comput. Sci. Piotr Kulczycki, Krystian Franus, Malgorzata Charytanowicz
2024	—	`conf`	Characteristics of the Learning Data of a Session-Based Recommendation System and their Impact on the Performance of the System. ISD Urszula Kuzelewska, Malgorzata Charytanowicz
2024	—	`conf`	Classification of Wheat Species Using Convolutional Neural Networks: A Comparative Study. FABULOUS Piotr A. Kowalski, Ernest Jeczmionek, Malgorzata Charytanowicz, Szymon Lukasik, Jerzy Niewczas, Piotr Kulczycki
2024	C	`conf`	Quality of Outlier Detection. ICIS Piotr Kulczycki, Krystian Franus, Malgorzata Charytanowicz
2023	—	`conf`	Explainable Ensemble Machine Learning for Wheat Grain Identification. ICDM (Workshops) Malgorzata Charytanowicz
2023	J	`jnl`	Online Education vs Traditional Education: Analysis of Student Performance in Computer Science using Shapley Additive Explanations. Informatics Educ. Malgorzata Charytanowicz
2022	B	`conf`	Deep Learning for Porous Media Classification Based on Micro-CT Images. IJCNN Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik, Piotr Kulczycki, Henryk Czachor
2022	J	`jnl`	Habitat suitability for wisents in the Carpathians - a model based on presence only data. Ecol. Informatics Malgorzata Charytanowicz, Kajetan Perzanowski, Maciej Januszczak, Aleksandra Woloszyn-Galeza, Piotr Kulczycki
2022	—	`conf`	Machine Learning for Energy Load Prediction and its Interpretation. IS Malgorzata Charytanowicz, Anna Olwert, Weronika Radziszewska, Jolanta Jarnicka, Krzysztof Gajowniczek, Tomasz S. Zabkowski, Jacek Brozyna, Grzegorz Mentel, Grzegorz Matejko
2021	J	`jnl`	Estimation of the Path-Loss Exponent by Bayesian Filtering Method. Sensors Piotr Wojcicki, Tomasz Zientarski, Malgorzata Charytanowicz, Edyta Lukasik
2019	J	`jnl`	Efficient Astronomical Data Condensation Using Approximate Nearest Neighbors. Int. J. Appl. Math. Comput. Sci. Szymon Lukasik, Konrad Lalik, Piotr Sarna, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
2019	—	`ch.`	Nature Inspired Clustering - Use Cases of Krill Herd Algorithm and Flower Pollination Algorithm. Interactions Between Computational Intelligence and Mathematics (2) Piotr A. Kowalski, Szymon Lukasik, Malgorzata Charytanowicz, Piotr Kulczycki
2018	J	`jnl`	An evaluation of utilizing geometric features for wheat grain classification using X-ray images. Comput. Electron. Agric. Malgorzata Charytanowicz, Piotr Kulczycki, Piotr A. Kowalski, Szymon Lukasik, Róza Czabak-Garbacz
2018	J	`jnl`	Identification of atypical (rare) elements - a conditional, distribution-free approach. IMA J. Math. Control. Inf. Piotr Kulczycki, Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik
2017	C	`conf`	Data Clustering with Grasshopper Optimization Algorithm. FedCSIS Szymon Lukasik, Piotr Andrzej Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
2017	C	`conf`	On the Use of Nature Inspired Metaheuristic in Computer Game. FedCSIS Piotr Andrzej Kowalski, Szymon Lukasik, Malgorzata Charytanowicz, Piotr Kulczycki
2016	—	`conf`	Atypical (Rare) Elements Detection - A Conditional Nonparametric Approach. CompIMAGE Piotr Kulczycki, Malgorzata Charytanowicz, Piotr A. Kowalski, Szymon Lukasik
2016	C	`conf`	Clustering based on the Krill Herd Algorithm with Selected Validity Measures. FedCSIS Piotr Andrzej Kowalski, Szymon Lukasik, Malgorzata Charytanowicz, Piotr Kulczycki
2016	B	`conf`	Clustering using flower pollination algorithm and Calinski-Harabasz index. CEC Szymon Lukasik, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
2016	—	`conf`	Discrimination of Wheat Grain Varieties Using X-Ray Images. ITIB (1) Malgorzata Charytanowicz, Jerzy Niewczas, Piotr Kulczycki, Piotr A. Kowalski, Szymon Lukasik
2014	—	`conf`	An Image Analysis Algorithm for Soil Structure Identification. IEEE Conf. on Intelligent Systems (2) Malgorzata Charytanowicz, Piotr Kulczycki
2014	—	`conf`	Conditional Multidimensional Parameter Identification with Asymmetric Correlated Losses of Estimation Errors. ICONIP (2) Piotr Kulczycki, Malgorzata Charytanowicz
2012	—	`conf`	Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors. ICCCI (1) Piotr Kulczycki, Malgorzata Charytanowicz
2011	—	`conf`	A Complete Gradient Clustering Algorithm. AICI (3) Piotr Kulczycki, Malgorzata Charytanowicz
2010	J	`jnl`	A complete gradient clustering algorithm formed with kernel estimators. Int. J. Appl. Math. Comput. Sci. Piotr Kulczycki, Malgorzata Charytanowicz
2008	J	`jnl`	Asymmetrical Conditional Bayes Parameter Identification for Control Engineering. Cybern. Syst. Piotr Kulczycki, Malgorzata Charytanowicz
2008	—	`conf`	Fuzzy Models Synthesis with Kernel-Density-Based Clustering Algorithm. FSKD (3) Szymon Lukasik, Piotr A. Kowalski, Malgorzata Charytanowicz, Piotr Kulczycki
2008	—	`ch.`	Nonparametric Regression for Analyzing Correlation between Medical Parameters. Information Technologies in Biomedicine Malgorzata Charytanowicz, Piotr Kulczycki