Leveraging generative adversarial networks for data augmentation to improve fault detection in wind turbines with imbalanced data
변영철, 수바지
Results in Engineering, 202503
2
A lightweight multi-path convolutional neural network architecture using optimal features selection for multiclass classification of brain tumor using magnetic resonance images
변영철, 암린
Results in Engineering, 202503
3
AETUnet: Enhancing Retinal Segmentation With Parameter-Efficient UNet Architecture and Lightweight Attention Mechanism
킨자, 변영철
IEEE ACCESS, 202502
4
Advanced Agricultural Query Resolution Using Ensemble-Based Large Language Models
김용운, 싸이, 변영철
IEEE ACCESS, 202501
5
Integrating Multilayer Perceptron and Support Vector Regression for Enhanced State of Health Estimation in Lithium-Ion Batteries
변영철, 사디카, 김지수, 김원일
IEEE ACCESS, 202501
6
RoadSitu: Leveraging road video frame extraction and three-stage transformers for situation recognition
길준민, Subhajit Chatterjee, 신후랑, 변영철
Results in Engineering, 202412
7
A novel fusion-based deep learning approach with PSO and explainable AI for batteries State of Charge estimation in Electric Vehicles
변영철, 사디카, 김지수
ENERGY REPORTS, 202412
8
An enhanced lightweight T-Net architecture based on convolutional neural network (CNN) for tomato plant leaf disease classification
김지수, Amreen Batool, 이상준, Ji-Hyeok Yang, 변영철
PeerJ Computer Science, 202412
9
Fault prognosis of wind turbines using multimodal machine learning
변영철, 프린스
ENERGY REPORTS, 202412
10
Optimized XGBoost modeling for accurate battery capacity degradation prediction