Grzegorz Baron

According to our database, Grzegorz Baron authored at least 15 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Importance of Characteristic Features and Their Form for Data Exploration.

Urszula Stanczyk, Beata Zielosko, Grzegorz Baron

Entropy, May, 2024

Voting Classifier using Discretisation in Aggregating Decisions.

Urszula Stanczyk, Beata Zielosko, Grzegorz Baron

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

2023

Should supervised discretisation always be trusted unreservedly? On combining characteristics of supervised and unsupervised discretisation algorithms in two-step processing.

Urszula Stanczyk, Grzegorz Baron

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Going Deeper than Supervised Discretisation in Processing of Stylometric Features.

Urszula Stanczyk, Beata Zielosko, Grzegorz Baron

Proceedings of the Information Systems Development: Organizational Aspects and Societal Trends (ISD2023 Proceedings), Lisbon, Portugal, 30 August, 2023

Attribute Relevance and Discretisation in Knowledge Discovery: A Study in Stylometric Domain.

Urszula Stanczyk, Beata Zielosko, Grzegorz Baron

Proceedings of the Computational Science - ICCS 2023, 2023

2022

On heterogeneity or sub-classes aspect in construction of stylometric input datasets.

Urszula Stanczyk, Grzegorz Baron

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021

Standard vs. non-standard cross-validation: evaluation of performance in a space with structured distribution of datapoints.

Grzegorz Baron, Urszula Stanczyk

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2020

Performance evaluation for ranking-based discretisation.

Grzegorz Baron, Urszula Stanczyk

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019

Greedy Selection of Attributes to Be Discretised.

Grzegorz Baron

Proceedings of the Machine Learning Paradigms: Theory and Application, 2019

2017

Application of System on Chip (SoC) devices for the design of a smoke detector working with megapixel image streams.

Wieslaw Pamula, Maciej Sajkowski, Tomasz Stenzel, Jaroslaw Michalak, Grzegorz Baron, Bartlomiej Szady

Proceedings of the 22nd International Conference on Methods and Models in Automation and Robotics, 2017

Analysis of Multiple Classifiers Performance for Discretized Data in Authorship Attribution.

Grzegorz Baron

Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017

On sequential selection of attributes to be discretized for authorship attribution.

Grzegorz Baron

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

2016

On Influence of Representations of Discretized Data on Performance of a Decision System.

Grzegorz Baron

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Comparison of Cross-Validation and Test Sets Approaches to Evaluation of Classifiers in Authorship Attribution Domain.

Grzegorz Baron

Proceedings of the Computer and Information Sciences - 31st International Symposium, 2016

2014

Influence of Data Discretization on Efficiency of Bayesian Classifier for Authorship Attribution.

Grzegorz Baron

Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014