Michal Kuk

According to our database, Michal Kuk authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

2024

Hybrid and co-learning approach for anomalies prediction and explanation of wind turbine systems.

Lala H. Rajaoarisoa, Michal Kuk, Szymon Bobek, Moamar Sayed Mouchaweh

Eng. Appl. Artif. Intell., 2024

2023

KnAC: an approach for enhancing cluster analysis with background knowledge and explanations.

Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa

Appl. Intell., June, 2023

Feature Importances as a Tool for Root Cause Analysis in Time-Series Events.

Michal Kuk, Szymon Bobek, Bruno Veloso, Lala H. Rajaoarisoa, Grzegorz J. Nalepa

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes.

Szymon Bobek, Michal Kuk, Maciej Szelazek, Grzegorz J. Nalepa

IEEE Access, 2022

Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models.

Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Explainable clustering with multidimensional bounding boxes.

Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021