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2020 – today
- 2024
[j7]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: 108926 (2024)- [j6]Lukasz Galka, Pawel Karczmarek:
Deterministic attribute selection for isolation forest. Pattern Recognit. 151: 110395 (2024) - 2023
- [j5]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: 124676-124689 (2023) - [j4]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: 110935 (2023) - [j3]Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov:
Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering. Inf. Sci. 628: 320-338 (2023) - [j2]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): 536-546 (2023) - [c6]Pawel Karczmarek, Michal Dolecki, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski:
Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection. FUZZ 2023: 1-8 - [c5]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: 68-77 - 2022
- [j1]Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov:
Isolation Forest Based on Minimal Spanning Tree. IEEE Access 10: 74175-74186 (2022) - [c4]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: 1-6 - [c3]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: 1-9 - [c2]Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski:
Quadrature-Inspired Generalized Choquet Integral. FUZZ-IEEE 2022: 1-7 - [c1]Pawel Karczmarek, Lukasz Galka, Michal Dolecki, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn, Rafal Stegierski:
Enhanced Tree-Based Anomaly Detection. FUZZ-IEEE 2022: 1-7
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