Lukasz Galka

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Minimal Spanning Tree

Transportation Systems

Choquet Integral

Top Venues

Pattern Recognit.

IEEE Trans. Fuzzy Syst.

Publications

Pawel Karczmarek, Adam Gregosiewicz, Zbigniew A. Lagodowski, Michal Dolecki, Lukasz Galka, Pawel Powroznik, Witold Pedrycz, Kamil Jonak
Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral. Fuzzy Sets Syst. 483 (2024)
Lukasz Galka, Pawel Karczmarek
Deterministic attribute selection for isolation forest. Pattern Recognit. 151 (2024)
Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov
Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering. Inf. Sci. 628 (2023)
Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Zbigniew A. Lagodowski, Adam Gregosiewicz, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski, Kamil Jonak
Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems. IEEE Access 11 (2023)
Lukasz Galka, Pawel Karczmarek
Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules. Appl. Soft Comput. 148 (2023)
Pawel Karczmarek, Lukasz Galka, Adam Kiersztyn, Michal Dolecki, Krystyna Kiersztyn, Witold Pedrycz
Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems. IEEE Trans. Fuzzy Syst. 31 (2) (2023)
Lukasz Galka, Pawel Karczmarek, Dariusz Czerwinski
Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game. ICAISC (1) (2023)
Pawel Karczmarek, Michal Dolecki, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski
Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection. FUZZ (2023)
Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov
Isolation Forest Based on Minimal Spanning Tree. IEEE Access 10 (2022)
Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Malgorzata Plechawska-Wójcik, Monika Kaczorowska, Mikhail Tokovarov, Dariusz Czerwinski
On the Understanding of Anomalies in the Oculography Data and Their Classification with an Application of Fuzzy Aggregators. FUZZ-IEEE (2022)
Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Magdalena Zawadka, Jakub Smolka, Maria Skublewska-Paszkowska, Edyta Lukasik, Pawel Powroznik, Piotr Gawda, Dariusz Czerwinski
On the Detection of Anomalies with the Use of Choquet Integral and Their Interpretability in Motion Capture Data. FUZZ-IEEE (2022)
Pawel Karczmarek, Lukasz Galka, Michal Dolecki, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn, Rafal Stegierski
Enhanced Tree-Based Anomaly Detection. FUZZ-IEEE (2022)
Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski
Quadrature-Inspired Generalized Choquet Integral. FUZZ-IEEE (2022)