Gaoqiang Kang

Deep Architecture for High-Speed Railway Insulator Surface Defect Detection: Denoising Autoencoder With Multitask Learning

Gaoqiang Kang, Shibin Gao, Long Yu et al. · IEEE Transactions on Instrumentation and Measurement · 2018 · 264 citations

Convolutional Neural Network, Engineering, Machine Learning +18

An ensemble prediction intervals approach for short-term PV power forecasting

Qiang Ni, Shengxian Zhuang, Hanming Sheng et al. · Solar Energy · 2017 · 109 citations

Forecasting Methodology, Electrical Engineering, Probabilistic Forecasting +13

Real-Time Defect Detection of Track Components: Considering Class Imbalance and Subtle Difference Between Classes

Zhenwei Tu, Songrong Wu, Gaoqiang Kang et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 64 citations

Multiple Instance Learning, Engineering, Machine Learning +24

DefGAN: Defect Detection GANs With Latent Space Pitting for High-Speed Railway Insulator

Dongkai Zhang, Shibin Gao, Long Yu et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 60 citations

Convolutional Neural Network, Engineering, Machine Learning +20

A Robust Pantograph–Catenary Interaction Condition Monitoring Method Based on Deep Convolutional Network

Dongkai Zhang, Shibin Gao, Long Yu et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 48 citations

Deep Convolutional Network, Image Analysis, Machine Vision +14