Michal Kuk

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Clustering Algorithm

Hierarchical Latent Class Models

Cluster Analysis

Top Venues

Eng. Appl. Artif. Intell.

Publications

Lala H. Rajaoarisoa, Michal Kuk, Szymon Bobek, Moamar Sayed Mouchaweh
Hybrid and co-learning approach for anomalies prediction and explanation of wind turbine systems. Eng. Appl. Artif. Intell. 133 (2024)
Michal Kuk, Szymon Bobek, Bruno Veloso, Lala H. Rajaoarisoa, Grzegorz J. Nalepa
Feature Importances as a Tool for Root Cause Analysis in Time-Series Events. ICCS (5) (2023)
Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. Appl. Intell. 53 (12) (2023)
Szymon Bobek, Michal Kuk, Maciej Szelazek, Grzegorz J. Nalepa
Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes. IEEE Access 10 (2022)
Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa
Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models. ICCS (3) (2022)
Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. CoRR (2021)
Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa
Explainable clustering with multidimensional bounding boxes. DSAA (2021)