Lukasz Galka

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

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Deterministic attribute selection for isolation forest.

Lukasz Galka, Pawel Karczmarek

Pattern Recognit., 2024

Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral.

Pawel Karczmarek, Adam Gregosiewicz, Zbigniew A. Lagodowski, Michal Dolecki, Lukasz Galka, Pawel Powroznik, Witold Pedrycz, Kamil Jonak

Fuzzy Sets Syst., 2024

2023

Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules.

Lukasz Galka, Pawel Karczmarek

Appl. Soft Comput., November, 2023

Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering.

Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov

Inf. Sci., May, 2023

Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems.

Pawel Karczmarek, Lukasz Galka, Adam Kiersztyn, Michal Dolecki, Krystyna Kiersztyn, Witold Pedrycz

IEEE Trans. Fuzzy Syst., February, 2023

Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems.

Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Zbigniew A. Lagodowski, Adam Gregosiewicz, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski, Kamil Jonak

IEEE Access, 2023

Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game.

Lukasz Galka, Pawel Karczmarek, Dariusz Czerwinski

Proceedings of the Artificial Intelligence and Soft Computing, 2023

Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection.

Pawel Karczmarek, Michal Dolecki, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022

Isolation Forest Based on Minimal Spanning Tree.

Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov

IEEE Access, 2022

Enhanced Tree-Based Anomaly Detection.

Pawel Karczmarek, Lukasz Galka, Michal Dolecki, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn, Rafal Stegierski

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Quadrature-Inspired Generalized Choquet Integral.

Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski

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.

Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Magdalena Zawadka, Jakub Smolka, Maria Skublewska-Paszkowska, Edyta Lukasik, Pawel Powroznik, Piotr Gawda, Dariusz Czerwinski

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.

Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Malgorzata Plechawska-Wójcik, Monika Kaczorowska, Mikhail Tokovarov, Dariusz Czerwinski

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022