Yanjie Guo

Accurate Remaining Useful Life Prediction With Uncertainty Quantification: A Deep Learning and Nonstationary Gaussian Process Approach

Zhaoyi Xu, Yanjie Guo, Joseph H. Saleh · IEEE Transactions on Reliability · 2021 · 50 citations

Engineering, Machine Learning, Life Prediction +23

A cascade adaboost and CNN algorithm for drogue detection in UAV autonomous aerial refueling

Xiaobin Xu, Haibin Duan, Yanjie Guo et al. · Neurocomputing · 2020 · 38 citations

Engineering, Aerospace Engineering, Cnn Algorithm +3

Advances Toward the Next Generation Fire Detection: Deep LSTM Variational Autoencoder for Improved Sensitivity and Reliability

Zhaoyi Xu, Yanjie Guo, Joseph H. Saleh · IEEE Access · 2021 · 29 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Multi-objective optimization for sensor placement: An integrated combinatorial approach with reduced order model and Gaussian process

Zhaoyi Xu, Yanjie Guo, Joseph H. Saleh · Measurement · 2021 · 28 citations

Tackling Small Data Challenges in Visual Fire Detection: A Deep Convolutional Generative Adversarial Network Approach

Zhaoyi Xu, Yanjie Guo, Joseph H. Saleh · IEEE Access · 2020 · 21 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +13