Grzegorz Baron

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Supervised And Semi Supervised

Bayesian Classifier

Authorship Attribution

Trained Classifiers

Top Venues

Publications

Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
Importance of Characteristic Features and Their Form for Data Exploration. Entropy 26 (5) (2024)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
Attribute Relevance and Discretisation in Knowledge Discovery: A Study in Stylometric Domain. ICCS (2) (2023)
Urszula Stanczyk, Grzegorz Baron
Should supervised discretisation always be trusted unreservedly? On combining characteristics of supervised and unsupervised discretisation algorithms in two-step processing. KES (2023)
Urszula Stanczyk, Beata Zielosko, Grzegorz Baron
Going Deeper than Supervised Discretisation in Processing of Stylometric Features. ISD (2023)
Urszula Stanczyk, Grzegorz Baron
On heterogeneity or sub-classes aspect in construction of stylometric input datasets. KES (2022)
Grzegorz Baron, Urszula Stanczyk
Standard vs. non-standard cross-validation: evaluation of performance in a space with structured distribution of datapoints. KES (2021)
Grzegorz Baron, Urszula Stanczyk
Performance evaluation for ranking-based discretisation. KES (2020)
Wieslaw Pamula, Maciej Sajkowski, Tomasz Stenzel, Jaroslaw Michalak, Grzegorz Baron, Bartlomiej Szady
Application of System on Chip (SoC) devices for the design of a smoke detector working with megapixel image streams. MMAR (2017)
Grzegorz Baron
On sequential selection of attributes to be discretized for authorship attribution. INISTA (2017)
Grzegorz Baron
Analysis of Multiple Classifiers Performance for Discretized Data in Authorship Attribution. KES-IDT (2) (2017)
Grzegorz Baron
On Influence of Representations of Discretized Data on Performance of a Decision System. KES (2016)
Grzegorz Baron
Comparison of Cross-Validation and Test Sets Approaches to Evaluation of Classifiers in Authorship Attribution Domain. ISCIS (2016)
Grzegorz Baron
Influence of Data Discretization on Efficiency of Bayesian Classifier for Authorship Attribution. KES (2014)