Szymon Datko

According to our database, Szymon Datko authored at least 7 papers between 2018 and 2026.

Collaborative distances:

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

2026

Guidelines for the selection, calibration, and evaluation of post-hoc OOD detectors in high-dimensional representations generated by CNN and ViT models in image recognition.

Szymon Datko, Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski

Expert Syst. Appl., 2026

2019

Utilizing Local Outlier Factor for Open-Set Classification in High-Dimensional Data - Case Study Applied for Text Documents.

Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski

Proceedings of the Intelligent Systems and Applications, 2019

Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec.

Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor.

Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Low-Dimensional Classification of Text Documents.

Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski

Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019

2018

Feature Extraction in Subject Classification of Text Documents in Polish.

Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Bag-of-Words, Bag-of-Topics and Word-to-Vec Based Subject Classification of Text Documents in Polish - A Comparative Study.

Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski

Proceedings of the Contemporary Complex Systems and Their Dependability, 2018