Katarzyna Prokop

21 papers B 6Journal 4Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
Dual-Objective Federated Learning Strategy for Lung X-Ray Analysis in Healthcare Systems.
ICAART (5)
Antoni Jaszcz, Katarzyna Prokop, Piotr Zerdzinski, Dawid Polap, Jakub Silka
2025 J jnl
APA-boosted segmentation neural network with flexible set expansion strategy for industrial fault detection.
Appl. Soft Comput.
Katarzyna Prokop, Dawid Polap
2025 — conf
Drowned victims detector via attention-based U-Net and fuzzy similarity analysis.
FUZZ
Natalia Wawrzyniak, Grzegorz Zaniewicz, Katarzyna Prokop
2025 — conf
Dynamic Fuzzy-Based Cost Assignment Module for a Reinforced Nested Segmentation Model in Industrial Fault Identification.
FUZZ
Katarzyna Prokop, Marcin Wozniak, Dawid Polap, Michal Wieczorek
2025 — conf
Feature fusion using deep learning modules and fuzzy c-means for medical disease recognition.
FUZZ
Katarzyna Prokop
2025 B conf
Lightweight segmentation neural network for infrastructure maintenance in industrial digital twins.
IJCNN
Katarzyna Prokop, Adam Zielonka, Dawid Polap
2025 — conf
One Shot, Few Perspectives: Ensemble Learning for Image Segmentation.
ICAISC (2)
Katarzyna Prokop, Jakub Silka, Dawid Polap, Katarzyna Wiltos
2024 — conf
Biometric Iris Authentication Using a Segmentation Network with Attention and a Key-Points Detection Algorithm.
ICAISC (3)
Katarzyna Prokop, Dawid Polap
2024 B conf
Generating synthetic data using GANs fusion in the digital twins model for sonars.
IJCNN
Dawid Polap, Antoni Jaszcz, Katarzyna Prokop
2024 J jnl
Heuristic-based image stitching algorithm with automation of parameters for smart solutions.
Expert Syst. Appl.
Katarzyna Prokop, Dawid Polap
2024 B conf
Image segmentation enhanced by heuristic assistance for retinal vessels case.
CEC
Katarzyna Prokop, Dawid Polap
2023 B conf
AGV Quality of Service Throughput Prediction via Neural Networks.
IEEE Big Data
Katarzyna Prokop, Dawid Polap, Gautam Srivastava
2023 J jnl
Blockchain-based federated learning with checksums to increase security in Internet of Things solutions.
J. Ambient Intell. Humaniz. Comput.
Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin
2023 — conf
Decentralized Federated Learning Loop with Constrained Trust Mechanism.
ICAISC (1)
Dawid Polap, Katarzyna Prokop, Gautam Srivastava, Jerry Chun-Wei Lin
2023 — conf
Federated Heuristic Optimization Based on Fuzzy Clustering and Red Fox Optimization Algorithm.
FUZZ
Dawid Polap, Katarzyna Prokop, Gautam Srivastava
2023 B conf
Lightweight CNN based on Spatial Features for a Vehicular Damage Detection System.
IEEE Big Data
Dawid Polap, Antoni Jaszcz, Katarzyna Prokop, Gautam Srivastava
2023 J jnl
Spatial Visualization Based on Geodata Fusion Using an Autonomous Unmanned Vessel.
Remote. Sens.
Marta Wlodarczyk-Sielicka, Dawid Polap, Katarzyna Prokop, Karolina Polap, Andrzej Stateczny
2022 — conf
Grey wolf optimizer combined with k-nn algorithm for clustering problem.
IVUS
Katarzyna Prokop
2022 — conf
Human-AI Collaboration to Increase the Perception of VR.
ICAISC (1)
Antoni Jaszcz, Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin
2022 B conf
Neuro-heuristic Pallet Detection for Automated Guided Vehicle Navigation.
IEEE Big Data
Katarzyna Prokop, Dawid Polap, Gautam Srivastava
2021 — conf
Hybridization of K Nearest Neighbors Classifier with Cuckoo Search Algorithm.
ICYRIME
Katarzyna Prokop