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Łukasz Gałka

Lublin University of Technology

6H-index
24Paper Count
88Citation Count
Published Papers 10
Publication Date
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Multi-Model Fusion for Anomaly Detection
errIEEE Access
IF3.6
err2026-09-14
err0
errOAAI
errŁukasz Gałka; Grzegorz Kozieł; Marta Dziuba-Kozieł
errShare
errSave
MSTIF-IFS: Isolation forest based on minimal spanning tree and intuitionistic fuzzy sets
errPattern Recognition
IF7.6
err2026-03-16
err0
PREAI
errŁukasz Gałka
errShare
errSave
Optimized Deep Isolation Forest
errPattern Recognition Letters
IF3.3
err2025-07-25
err0
errOAAI
errŁukasz Gałka
errShare
errSave
Deterministic attribute selection for isolation forest
errPATTERN RECOGNITION
IF7.6
err2024-07-01
err0
PREAI
errGalka, Lukasz; Karczmarek, Pawel
errShare
errSave
Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral
errFUZZY SETS AND SYSTEMS
IF2.7
err2024-05-01
err2
PREAI
errKarczmarek, Pawel; Gregosiewicz, Adam; Lagodowski, Zbigniew A.; Dolecki, Michal; Galka, Lukasz; Powroznik, Pawel; Pedrycz, Witold; Jonak, Kamil
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errSave
Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules
errAPPLIED SOFT COMPUTING
IF6.6
err2023-11-01
err2
PREAI
errGalka, Lukasz; Karczmarek, Pawel
errShare
errSave
Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2023-02-01
err5
PREAI
errKarczmarek, Pawel; Galka, Lukasz; Kiersztyn, Adam; Dolecki, Michal; Kiersztyn, Krystyna; Pedrycz, Witold
errShare
errSave
Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems
errIEEE ACCESS
IF3.6
err2023-01-01
err2
errOAAI
errKarczmarek, Pawel; Dolecki, Micha; Powroznik, Pawel; Lagodowski, Zbigniew A.; Gregosiewicz, Adam; Galka, Lukasz; Pedrycz, Witold; Czerwinski, Dariusz; Jonak, Kamil
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errSave
Isolation Forest Based on Minimal Spanning Tree
errIEEE ACCESS
IF3.6
err2022-01-01
err12
errOAAI
errGalka, Lukasz; Karczmarek, Pawel; Tokovarov, Mikhail
errShare
errSave
Money Cannot Buy Happiness: Emotions in the IT Industry
errIEEE Transactions on Fuzzy Systems
IF11.9
err
err0
PREAI
errAdam Kiersztyn; Łukasz Gałka; Krystyna Wojciechowska; Krystyna Kiersztyn; Agnieszka Rzepka; Kamil Jonak; Paweł Karczmarek
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errSave

Research Directions

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Co-authors
Cooperation Journals
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
K
Kamil Jonak
H-index: 16 · Papers: 69
P
Paweł Karczmarek
H-index: 15 · Papers: 99
A
Adam Kiersztyn
H-index: 15 · Papers: 90
A
Agnieszka Rzepka
H-index: 11 · Papers: 120
View more