Lukasz Galka

Orcid: 0000-0001-7632-5205

According to our database1, Lukasz Galka authored at least 13 papers between 2022 and 2024.

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Bibliography

2024
Deterministic attribute selection for isolation forest.
Pattern Recognit., 2024

Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral.
Fuzzy Sets Syst., 2024

2023
Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules.
Appl. Soft Comput., November, 2023

Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering.
Inf. Sci., May, 2023

Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems.
IEEE Trans. Fuzzy Syst., February, 2023

Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems.
IEEE Access, 2023

Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game.
Proceedings of the Artificial Intelligence and Soft Computing, 2023

Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022
Isolation Forest Based on Minimal Spanning Tree.
IEEE Access, 2022

Enhanced Tree-Based Anomaly Detection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Quadrature-Inspired Generalized Choquet Integral.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

On the Detection of Anomalies with the Use of Choquet Integral and Their Interpretability in Motion Capture Data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

On the Understanding of Anomalies in the Oculography Data and Their Classification with an Application of Fuzzy Aggregators.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022


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