Katarzyna Prokop

According to our database, Katarzyna Prokop authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Heuristic-based image stitching algorithm with automation of parameters for smart solutions.

Katarzyna Prokop, Dawid Polap

Expert Syst. Appl., 2024

Generating synthetic data using GANs fusion in the digital twins model for sonars.

Dawid Polap, Antoni Jaszcz, Katarzyna Prokop

Proceedings of the International Joint Conference on Neural Networks, 2024

Image segmentation enhanced by heuristic assistance for retinal vessels case.

Katarzyna Prokop, Dawid Polap

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

Spatial Visualization Based on Geodata Fusion Using an Autonomous Unmanned Vessel.

Marta Wlodarczyk-Sielicka, Dawid Polap, Katarzyna Prokop, Karolina Polap, Andrzej Stateczny

Remote. Sens., April, 2023

Blockchain-based federated learning with checksums to increase security in Internet of Things solutions.

Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin

J. Ambient Intell. Humaniz. Comput., 2023

Decentralized Federated Learning Loop with Constrained Trust Mechanism.

Dawid Polap, Katarzyna Prokop, Gautam Srivastava, Jerry Chun-Wei Lin

Proceedings of the Artificial Intelligence and Soft Computing, 2023

Federated Heuristic Optimization Based on Fuzzy Clustering and Red Fox Optimization Algorithm.

Dawid Polap, Katarzyna Prokop, Gautam Srivastava

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

AGV Quality of Service Throughput Prediction via Neural Networks.

Katarzyna Prokop, Dawid Polap, Gautam Srivastava

Proceedings of the IEEE International Conference on Big Data, 2023

Lightweight CNN based on Spatial Features for a Vehicular Damage Detection System.

Dawid Polap, Antoni Jaszcz, Katarzyna Prokop, Gautam Srivastava

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Grey wolf optimizer combined with k-nn algorithm for clustering problem.

Katarzyna Prokop

Proceedings of the 27th International Conference on Information Society and University Studies (IVUS 2022), 2022

Human-AI Collaboration to Increase the Perception of VR.

Antoni Jaszcz, Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Neuro-heuristic Pallet Detection for Automated Guided Vehicle Navigation.

Katarzyna Prokop, Dawid Polap, Gautam Srivastava

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Hybridization of K Nearest Neighbors Classifier with Cuckoo Search Algorithm.

Katarzyna Prokop

Proceedings of the International Conference of Yearly Reports on Informatics, 2021