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Katarzyna Prokop
Katarzyna Prokop
Faculty of Applied Mathematics, Silesian University of Technology
Verified email at polsl.pl
Title
Cited by
Cited by
Year
Blockchain-based federated learning with checksums to increase security in internet of things solutions
K Prokop, D Połap, G Srivastava, JCW Lin
Journal of Ambient Intelligence and Humanized Computing 14 (5), 4685-4694, 2023
262023
Neuro-heuristic pallet detection for automated guided vehicle navigation
K Prokop, D Połap, G Srivastava
2022 IEEE International Conference on Big Data (Big Data), 6325-6331, 2022
112022
Spatial visualization based on geodata fusion using an autonomous unmanned vessel
M Włodarczyk-Sielicka, D Połap, K Prokop, K Połap, A Stateczny
Remote Sensing 15 (7), 1763, 2023
62023
Heuristic-based image stitching algorithm with automation of parameters for smart solutions
K Prokop, D Połap
Expert Systems with Applications 241, 122792, 2024
52024
Decentralized Federated Learning Loop with Constrained Trust Mechanism
D Połap, K Prokop, G Srivastava, J Chun-Wei Lin
International Conference on Artificial Intelligence and Soft Computing, 193-202, 2023
22023
Federated Heuristic Optimization Based on Fuzzy Clustering and Red Fox Optimization Algorithm
D Polap, K Prokop, G Srivastava
2023 IEEE International Conference on Fuzzy Systems (FUZZ), 1-6, 2023
12023
Human-AI collaboration to increase the perception of VR
A Jaszcz, K Prokop, D Połap, G Srivastava, JCW Lin
International Conference on Artificial Intelligence and Soft Computing, 51-60, 2022
12022
Lightweight CNN based on Spatial Features for a Vehicular Damage Detection System
D Połap, A Jaszcz, K Prokop, G Srivastava
2023 IEEE International Conference on Big Data (BigData), 5097-5101, 2023
2023
AGV Quality of Service Throughput Prediction via Neural Networks
K Prokop, D Połap, G Srivastava
2023 IEEE International Conference on Big Data (BigData), 2493-2498, 2023
2023
End-to-end system for monitoring the state of rivers using a drone
K Prokop, K Połap, M Włodarczyk-Sielicka, A Jaszcz
Frontiers in Environmental Science, 2023
2023
Grey wolf optimizer combined with k-nn algorithm for clustering problem
K Prokop
2022
Hybridization of K Nearest Neighbors Classifier with Cuckoo Search Algorithm
K Prokop
2021
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