Katarzyna Kusztal

According to our database, Katarzyna Kusztal authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Distributed Data Classification with Coalition-Based Decision Trees and Decision Template Fusion.

Katarzyna Kusztal, Malgorzata Przybyla-Kasperek

Entropy, 2025

Coalition-Based Rule Induction and Decision Template Matching for Distributed Tabular Data.

Katarzyna Kusztal, Malgorzata Przybyla-Kasperek

Proceedings of the Empowering the Interdisciplinary Role of ISD in Addressing Contemporary Issues in Digital Transformation, 2025

Integrating Conflict Analysis and Rule-Based Systems for Dispersed Data Classification.

Malgorzata Przybyla-Kasperek, Katarzyna Kusztal

Proceedings of the Computational Science - ICCS 2025 Workshops, 2025

2024

Dispersed Data Classification Model with Conflict Analysis and Parameterized Allied Relations.

Malgorzata Przybyla-Kasperek, Katarzyna Kusztal, Benjamin Agyare Addo

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Dual-Level Decision Tree-Based Model for Dispersed Data Classification.

Malgorzata Przybyla-Kasperek, Benjamin Agyare Addo, Katarzyna Kusztal

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

2023

Rules' Quality Generated by the Classification Method for Independent Data Sources Using Pawlak Conflict Analysis Model.

Malgorzata Przybyla-Kasperek, Katarzyna Kusztal

Proceedings of the Computational Science - ICCS 2023, 2023

2022

New Classification Method for Independent Data Sources Using Pawlak Conflict Model and Decision Trees.

Malgorzata Przybyla-Kasperek, Katarzyna Kusztal

Entropy, 2022