Grzegorz Baron
Orcid: 0000-0001-8613-631X
According to our database1,
Grzegorz Baron
authored at least 18 papers
between 2014 and 2025.
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Bibliography
2025
Decision-Making of Homogeneous Multiple Classifiers Based on Attribute Characterisation by Discretisation.
Proceedings of the Computational Science - ICCS 2025 Workshops, 2025
Preserving Informative Content of Condition Attributes in Data Transformations for CRSA.
Proceedings of the Computational Science - ICCS 2025 Workshops, 2025
2024
Entropy, May, 2024
Observations of data characteristics and irregularities through domain-oriented transformations of attributes.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024
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.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
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.
Proceedings of the Computational Science - ICCS 2023, 2023
2022
On heterogeneity or sub-classes aspect in construction of stylometric input datasets.
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.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
2020
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020
2019
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.
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.
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017
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.
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.
Proceedings of the Computer and Information Sciences - 31st International Symposium, 2016
2014
Influence of Data Discretization on Efficiency of Bayesian Classifier for Authorship Attribution.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014