Malgorzata Charytanowicz

Orcid: 0000-0002-1956-3941

According to our database1, Malgorzata Charytanowicz authored at least 24 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2023
Explainable Ensemble Machine Learning for Wheat Grain Identification.
Proceedings of the IEEE International Conference on Data Mining, 2023

2022
Habitat suitability for wisents in the Carpathians - a model based on presence only data.
Ecol. Informatics, 2022

Machine Learning for Energy Load Prediction and its Interpretation.
Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022

Deep Learning for Porous Media Classification Based on Micro-CT Images.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Estimation of the Path-Loss Exponent by Bayesian Filtering Method.
Sensors, 2021

2019
Nature Inspired Clustering - Use Cases of Krill Herd Algorithm and Flower Pollination Algorithm.
Proceedings of the Interactions Between Computational Intelligence and Mathematics Part 2, 2019

Efficient Astronomical Data Condensation Using Approximate Nearest Neighbors.
Int. J. Appl. Math. Comput. Sci., 2019

2018
Identification of atypical (rare) elements - a conditional, distribution-free approach.
IMA J. Math. Control. Inf., 2018

An evaluation of utilizing geometric features for wheat grain classification using X-ray images.
Comput. Electron. Agric., 2018

2017
Data Clustering with Grasshopper Optimization Algorithm.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

On the Use of Nature Inspired Metaheuristic in Computer Game.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016
Discrimination of Wheat Grain Varieties Using X-Ray Images.
Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

Clustering based on the Krill Herd Algorithm with Selected Validity Measures.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Atypical (Rare) Elements Detection - A Conditional Nonparametric Approach.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2016

Clustering using flower pollination algorithm and Calinski-Harabasz index.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2014
An Image Analysis Algorithm for Soil Structure Identification.
Proceedings of the Intelligent Systems'2014, 2014

Conditional Multidimensional Parameter Identification with Asymmetric Correlated Losses of Estimation Errors.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

2012

Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

2011
A Complete Gradient Clustering Algorithm.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

2010
A complete gradient clustering algorithm formed with kernel estimators.
Int. J. Appl. Math. Comput. Sci., 2010

2008
Nonparametric Regression for Analyzing Correlation between Medical Parameters.
Proceedings of the Information Technologies in Biomedicine, 2008

Asymmetrical Conditional Bayes Parameter Identification for Control Engineering.
Cybern. Syst., 2008

Fuzzy Models Synthesis with Kernel-Density-Based Clustering Algorithm.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008


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