Grzegorz Baron

19 papers B 8C 1Misc 1Journal 1Unranked 7
YearRankTypeTitle / Venue / Authors
2025 B conf
Constructing classifier committee exploiting transformations of attribute domains.
KES
Urszula Stanczyk, Grzegorz Baron
2025 — conf
Decision-Making of Homogeneous Multiple Classifiers Based on Attribute Characterisation by Discretisation.
ICCS (Workshops 4)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2025 — conf
Preserving Informative Content of Condition Attributes in Data Transformations for CRSA.
ICCS (Workshops 4)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2024 J jnl
Importance of Characteristic Features and Their Form for Data Exploration.
Entropy
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2024 B conf
Observations of data characteristics and irregularities through domain-oriented transformations of attributes.
KES
Urszula Stanczyk, Grzegorz Baron
2024 — conf
Voting Classifier using Discretisation in Aggregating Decisions.
ISD
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2023 — conf
Attribute Relevance and Discretisation in Knowledge Discovery: A Study in Stylometric Domain.
ICCS (2)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2023 — conf
Going Deeper than Supervised Discretisation in Processing of Stylometric Features.
ISD
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
2023 B conf
Should supervised discretisation always be trusted unreservedly? On combining characteristics of supervised and unsupervised discretisation algorithms in two-step processing.
KES
Urszula Stanczyk, Grzegorz Baron
2022 B conf
On heterogeneity or sub-classes aspect in construction of stylometric input datasets.
KES
Urszula Stanczyk, Grzegorz Baron
2021 B conf
Standard vs. non-standard cross-validation: evaluation of performance in a space with structured distribution of datapoints.
KES
Grzegorz Baron, Urszula Stanczyk
2020 B conf
Performance evaluation for ranking-based discretisation.
KES
Grzegorz Baron, Urszula Stanczyk
2019 — ch.
Greedy Selection of Attributes to Be Discretised.
Machine Learning Paradigms
Grzegorz Baron
2017 — conf
Analysis of Multiple Classifiers Performance for Discretized Data in Authorship Attribution.
KES-IDT (2)
Grzegorz Baron
2017 Misc conf
Application of System on Chip (SoC) devices for the design of a smoke detector working with megapixel image streams.
MMAR
Wieslaw Pamula, Maciej Sajkowski, Tomasz Stenzel, Jaroslaw Michalak, Grzegorz Baron, Bartlomiej Szady
2017 C conf
On sequential selection of attributes to be discretized for authorship attribution.
INISTA
Grzegorz Baron
2016 — conf
Comparison of Cross-Validation and Test Sets Approaches to Evaluation of Classifiers in Authorship Attribution Domain.
ISCIS
Grzegorz Baron
2016 B conf
On Influence of Representations of Discretized Data on Performance of a Decision System.
KES
Grzegorz Baron
2014 B conf
Influence of Data Discretization on Efficiency of Bayesian Classifier for Authorship Attribution.
KES
Grzegorz Baron