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Choquet integral-based aggregation for the analysis of anomalies occurrence in sustainable transportation systems
P Karczmarek, Ł Gałka, A Kiersztyn, M Dolecki, K Kiersztyn, W Pedrycz
IEEE Transactions on Fuzzy Systems 31 (2), 536-546, 2022
72022
Quadrature-Inspired Generalized Choquet Integral
P Karczmarek, M Dolecki, P Powroźnik, Ł Gałka, W Pedrycz, D Czerwinski
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-7, 2022
62022
Isolation Forest Based on Minimal Spanning Tree
Ł Gałka, P Karczmarek, M Tokovarov
IEEE Access 10, 74175-74186, 2022
62022
Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules
Ł Gałka, P Karczmarek
Applied Soft Computing 148, 110935, 2023
12023
Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering
Ł Gałka, P Karczmarek, M Tokovarov
Information Sciences 628, 320-338, 2023
12023
Analysis of selected methods of creating artificial intelligence on the example of a popular card game
Ł Gałka, M Dzieńkowski
Journal of Computer Sciences Institute 16, 233-240, 2020
12020
Deterministic attribute selection for isolation forest
Ł Gałka, P Karczmarek
Pattern Recognition 151, 110395, 2024
2024
Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral
P Karczmarek, A Gregosiewicz, ZA Łagodowski, M Dolecki, Ł Gałka, ...
Fuzzy Sets and Systems 483, 108926, 2024
2024
Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems
P Karczmarek, M Dolecki, P Powroznik, ZA Łagodowski, A Gregosiewicz, ...
IEEE Access, 2023
2023
Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection
P Karczmarek, M Dolecki, Ł Gałka, W Pedrycz, D Czerwinski
2023 IEEE International Conference on Fuzzy Systems (FUZZ), 1-8, 2023
2023
Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game
Ł Gałka, P Karczmarek, D Czerwinski
International Conference on Artificial Intelligence and Soft Computing, 68-77, 2023
2023
On the Detection of Anomalies with the Use of Choquet Integral and Their Interpretability in Motion Capture Data
M Dolecki, P Karczmarek, Ł Gałka, M Zawadka, J Smolka, ...
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-9, 2022
2022
On the Understanding of Anomalies in the Oculography Data and Their Classification with an Application of Fuzzy Aggregators
M Dolecki, P Karczmarek, Ł Gałka, M Plechawska-Wójcik, ...
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2022
2022
Enhanced Tree-Based Anomaly Detection
P Karczmarek, Ł Gałka, M Dolecki, W Pedrycz, D Czerwinski, A Kiersztyn, ...
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-7, 2022
2022
APP inventor performance in image classification
Ł Gałka, J Machowski, K Żyła
Modern Computational Methods and their Applications in Engineering Science …, 2020
2020
Analiza wybranych metod tworzenia sztucznej inteligencji na przykładzie popularnej gry w karty
Ł Gałka, M Dzieńkowski
Journal of Computer Sciences Institute 16, 2020
2020
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