Lukasz Galka

17 papers B 4Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
MSTIF-IFS: Isolation forest based on minimal spanning tree and intuitionistic fuzzy sets.
Pattern Recognit.
Lukasz Galka
2025 J jnl
Gutek: Intelligent Revision Algorithms.
IEEE Access
Lukasz Galka
2025 J jnl
Money Cannot Buy Happiness: Emotions in the IT Industry.
IEEE Trans. Fuzzy Syst.
Adam Kiersztyn, Lukasz Galka, Krystyna Wojciechowska, Krystyna Kiersztyn, Agnieszka Rzepka, Kamil Jonak, Pawel Karczmarek
2025 J jnl
Optimized Deep Isolation Forest.
Pattern Recognit. Lett.
Lukasz Galka
2024 J jnl
Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral.
Fuzzy Sets Syst.
Pawel Karczmarek, Adam Gregosiewicz, Zbigniew A. Lagodowski, Michal Dolecki, Lukasz Galka, Pawel Powroznik, Witold Pedrycz, Kamil Jonak
2024 J jnl
Deterministic attribute selection for isolation forest.
Pattern Recognit.
Lukasz Galka, Pawel Karczmarek
2023 — conf
Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game.
ICAISC (1)
Lukasz Galka, Pawel Karczmarek, Dariusz Czerwinski
2023 J jnl
Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems.
IEEE Trans. Fuzzy Syst.
Pawel Karczmarek, Lukasz Galka, Adam Kiersztyn, Michal Dolecki, Krystyna Kiersztyn, Witold Pedrycz
2023 J jnl
Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering.
Inf. Sci.
Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov
2023 J jnl
Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules.
Appl. Soft Comput.
Lukasz Galka, Pawel Karczmarek
2023 J jnl
Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems.
IEEE Access
Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Zbigniew A. Lagodowski, Adam Gregosiewicz, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski, Kamil Jonak
2023 — conf
Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection.
FUZZ
Pawel Karczmarek, Michal Dolecki, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski
2022 B conf
Enhanced Tree-Based Anomaly Detection.
FUZZ-IEEE
Pawel Karczmarek, Lukasz Galka, Michal Dolecki, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn, Rafal Stegierski
2022 J jnl
Isolation Forest Based on Minimal Spanning Tree.
IEEE Access
Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov
2022 B conf
On the Detection of Anomalies with the Use of Choquet Integral and Their Interpretability in Motion Capture Data.
FUZZ-IEEE
Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Magdalena Zawadka, Jakub Smolka, Maria Skublewska-Paszkowska, Edyta Lukasik, Pawel Powroznik, Piotr Gawda, Dariusz Czerwinski
2022 B conf
On the Understanding of Anomalies in the Oculography Data and Their Classification with an Application of Fuzzy Aggregators.
FUZZ-IEEE
Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Malgorzata Plechawska-Wójcik, Monika Kaczorowska, Mikhail Tokovarov, Dariusz Czerwinski
2022 B conf
Quadrature-Inspired Generalized Choquet Integral.
FUZZ-IEEE
Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski