Malgorzata Charytanowicz

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024

Quality of Outlier Detection.

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[DOI]

Krystian Franus

Proceedings of the 45th International Conference on Information Systems, 2024

Classification of Wheat Species Using Convolutional Neural Networks: A Comparative Study.

[BibT_eX]

[DOI]

Ernest Jeczmionek

Jerzy Niewczas

Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2024

2023

Explainable Ensemble Machine Learning for Wheat Grain Identification.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Aleksandra Woloszyn-Galeza

Kajetan Perzanowski

Maciej Januszczak

Ecol. Informatics, 2022

Machine Learning for Energy Load Prediction and its Interpretation.

[BibT_eX]

[DOI]

Anna Olwert

Weronika Radziszewska

Jolanta Jarnicka

Krzysztof Gajowniczek

Proceedings of the IEEE 11th International Conference on Intelligent Systems, 2022

Deep Learning for Porous Media Classification Based on Micro-CT Images.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

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

[BibT_eX]

[DOI]

Piotr Wojcicki

Tomasz Zientarski

Edyta Lukasik

Sensors, 2021

2019

Nature Inspired Clustering - Use Cases of Krill Herd Algorithm and Flower Pollination Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Interactions Between Computational Intelligence and Mathematics Part 2, 2019

Efficient Astronomical Data Condensation Using Approximate Nearest Neighbors.

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2019

2018

Identification of atypical (rare) elements - a conditional, distribution-free approach.

[BibT_eX]

[DOI]

IMA J. Math. Control. Inf., 2018

An evaluation of utilizing geometric features for wheat grain classification using X-ray images.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2018

2017

Data Clustering with Grasshopper Optimization Algorithm.

[BibT_eX]

[DOI]

Piotr Andrzej Kowalski

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

On the Use of Nature Inspired Metaheuristic in Computer Game.

[BibT_eX]

[DOI]

Piotr Andrzej Kowalski

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016

Discrimination of Wheat Grain Varieties Using X-Ray Images.

[BibT_eX]

[DOI]

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

Clustering based on the Krill Herd Algorithm with Selected Validity Measures.

[BibT_eX]

[DOI]

Piotr Andrzej Kowalski

Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

Atypical (Rare) Elements Detection - A Conditional Nonparametric Approach.

[BibT_eX]

[DOI]

Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2016

Clustering using flower pollination algorithm and Calinski-Harabasz index.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2014

An Image Analysis Algorithm for Soil Structure Identification.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems'2014, 2014

Conditional Multidimensional Parameter Identification with Asymmetric Correlated Losses of Estimation Errors.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 21st International Conference, 2014

2012

seeds.

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[DOI]

Dataset, September, 2012

Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

2011

A Complete Gradient Clustering Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Computational Intelligence, 2011

2010

A complete gradient clustering algorithm formed with kernel estimators.

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2010

2008

Nonparametric Regression for Analyzing Correlation between Medical Parameters.

[BibT_eX]

[DOI]

Proceedings of the Information Technologies in Biomedicine, 2008

Asymmetrical Conditional Bayes Parameter Identification for Control Engineering.

[BibT_eX]

[DOI]

Cybern. Syst., 2008

Fuzzy Models Synthesis with Kernel-Density-Based Clustering Algorithm.

[BibT_eX]

[DOI]