Malgorzata Charytanowicz

29 papers B 2C 4Journal 9Unranked 12
YearRankTypeTitle / 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