Hybridization of K Nearest Neighbors Classifier with Cuckoo Search Algorithm. - Katarzyna Prokop (ICYRIME, 2021)

Neuro-heuristic Pallet Detection for Automated Guided Vehicle Navigation. - Katarzyna Prokop; Dawid Polap; Gautam Srivastava 001 (IEEE Big Data, 2022)

Human-AI Collaboration to Increase the Perception of VR. - Antoni Jaszcz; Katarzyna Prokop; Dawid Polap; Gautam Srivastava 001; Jerry Chun-Wei Lin (ICAISC (1), 2022)

Grey wolf optimizer combined with k-nn algorithm for clustering problem. - Katarzyna Prokop (IVUS, 2022)

Lightweight CNN based on Spatial Features for a Vehicular Damage Detection System. - Dawid Polap; Antoni Jaszcz; Katarzyna Prokop; Gautam Srivastava 001 (IEEE Big Data, 2023)

AGV Quality of Service Throughput Prediction via Neural Networks. - Katarzyna Prokop; Dawid Polap; Gautam Srivastava 001 (IEEE Big Data, 2023)

Federated Heuristic Optimization Based on Fuzzy Clustering and Red Fox Optimization Algorithm. - Dawid Polap; Katarzyna Prokop; Gautam Srivastava 001 (FUZZ, 2023)

Decentralized Federated Learning Loop with Constrained Trust Mechanism. - Dawid Polap; Katarzyna Prokop; Gautam Srivastava 001; Jerry Chun-Wei Lin (ICAISC (1), 2023)

Blockchain-based federated learning with checksums to increase security in Internet of Things solutions. - Katarzyna Prokop; Dawid Polap; Gautam Srivastava 001; Jerry Chun-Wei Lin (J. Ambient Intell. Humaniz. Comput., 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., 2023)

Image segmentation enhanced by heuristic assistance for retinal vessels case. - Katarzyna Prokop; Dawid Polap (CEC, 2024)

Biometric Iris Authentication Using a Segmentation Network with Attention and a Key-Points Detection Algorithm. - Katarzyna Prokop; Dawid Polap (ICAISC (3), 2024)

Generating synthetic data using GANs fusion in the digital twins model for sonars. - Dawid Polap; Antoni Jaszcz; Katarzyna Prokop (IJCNN, 2024)

Heuristic-based image stitching algorithm with automation of parameters for smart solutions. - Katarzyna Prokop; Dawid Polap (Expert Syst. Appl., 2024)

APA-boosted segmentation neural network with flexible set expansion strategy for industrial fault detection. - Katarzyna Prokop; Dawid Polap (Appl. Soft Comput., 2025)