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Journal Articles
- 2024
[j5]Dawid Polap
, Antoni Jaszcz:
Decentralized medical image classification system using dual-input CNN enhanced by spatial attention and heuristic support. Expert Syst. Appl. 253: 124343 (2024)- [j4]Dawid Polap, Gautam Srivastava, Antoni Jaszcz:
Energy Consumption Prediction Model for Smart Homes via Decentralized Federated Learning With LSTM. IEEE Trans. Consumer Electron. 70(1): 990-999 (2024) - [j3]Dawid Polap, Antoni Jaszcz:
Sonar Digital Twin Layer via Multiattention Networks With Feature Transfer. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - 2023
- [j2]Dawid Polap, Antoni Jaszcz, Natalia Wawrzyniak, Grzegorz Zaniewicz:
Bilinear Pooling With Poisoning Detection Module for Automatic Side Scan Sonar Data Analysis. IEEE Access 11: 72477-72484 (2023) - 2022
- [j1]Antoni Jaszcz, Dawid Polap:
AIMM: Artificial Intelligence Merged Methods for flood DDoS attacks detection. J. King Saud Univ. Comput. Inf. Sci. 34(10 Part A): 8090-8101 (2022)
Conference and Workshop Papers
- 2024
- [c11]Dawid Polap, Antoni Jaszcz:
Heuristic Feedback for Generator Support in Generative Adversarial Network. ICAART (3) 2024: 862-869 - [c10]Antoni Jaszcz, Dawid Polap:
Semantic Segmentation for Moon Rock Recognition Using U-Net with Pyramid-Pooling-Based SE Attention Blocks. ICAART (3) 2024: 965-971 - [c9]Dawid Polap, Antoni Jaszcz, Katarzyna Prokop:
Generating synthetic data using GANs fusion in the digital twins model for sonars. IJCNN 2024: 1-6 - [c8]Dawid Polap, Antoni Jaszcz, Gautam Srivastava:
Dual-Encoding Y-ResNet for generating a lens flare effect in images. IJCNN 2024: 1-7 - 2023
- [c7]Dawid Polap, Antoni Jaszcz, Katarzyna Prokop, Gautam Srivastava:
Lightweight CNN based on Spatial Features for a Vehicular Damage Detection System. IEEE Big Data 2023: 5097-5101 - [c6]Antoni Jaszcz:
The Impact of Entropy Weighting Technique on MCDM-Based Rankings on Patients Using Ambiguous medical Data. ICIST 2023: 329-340 - [c5]Antoni Jaszcz:
The impact of the weighting techniques on MultiMOORA-based ranking on patients using ambiguous medical data. IVUS 2023: 239-355 - 2022
- [c4]Antoni Jaszcz, Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin:
Human-AI Collaboration to Increase the Perception of VR. ICAISC (1) 2022: 51-60 - [c3]Antoni Jaszcz:
Impact of augmentation techniques on the classification of medical images. IVUS 2022: 1-6 - [c2]Antoni Jaszcz:
VGG16-based approach for side-scan sonar image analysis. IVUS 2022: 7-13 - 2021
- [c1]Antoni Jaszcz:
Reducing the Number of Calculations in k-nn by Class Representatives AtB Voting. SYSTEM 2021: 26-31
Coauthor Index
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