Katarzyna Prokop

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Vehicle Navigation

Nearest Neighbour

Image Stitching

Top Venues

Publications

Katarzyna Prokop, Dawid Polap
Heuristic-based image stitching algorithm with automation of parameters for smart solutions. Expert Syst. Appl. 241 (2024)
Katarzyna Prokop, Dawid Polap
Image segmentation enhanced by heuristic assistance for retinal vessels case. CEC (2024)
Marta Wlodarczyk-Sielicka, Dawid Polap, Katarzyna Prokop, Karolina Polap, Andrzej Stateczny
Spatial Visualization Based on Geodata Fusion Using an Autonomous Unmanned Vessel. Remote. Sens. 15 (7) (2023)
Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin
Blockchain-based federated learning with checksums to increase security in Internet of Things solutions. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Dawid Polap, Antoni Jaszcz, Katarzyna Prokop, Gautam Srivastava
Lightweight CNN based on Spatial Features for a Vehicular Damage Detection System. BigData (2023)
Dawid Polap, Katarzyna Prokop, Gautam Srivastava
Federated Heuristic Optimization Based on Fuzzy Clustering and Red Fox Optimization Algorithm. FUZZ (2023)
Dawid Polap, Katarzyna Prokop, Gautam Srivastava, Jerry Chun-Wei Lin
Decentralized Federated Learning Loop with Constrained Trust Mechanism. ICAISC (1) (2023)
Katarzyna Prokop, Dawid Polap, Gautam Srivastava
AGV Quality of Service Throughput Prediction via Neural Networks. BigData (2023)
Antoni Jaszcz, Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin
Human-AI Collaboration to Increase the Perception of VR. ICAISC (1) (2022)
Katarzyna Prokop, Dawid Polap, Gautam Srivastava
Neuro-heuristic Pallet Detection for Automated Guided Vehicle Navigation. Big Data (2022)
Katarzyna Prokop
Grey wolf optimizer combined with k-nn algorithm for clustering problem. IVUS (2022)
Katarzyna Prokop
Hybridization of K Nearest Neighbors Classifier with Cuckoo Search Algorithm. ICYRIME (2021)