Ming Hou

Fault diagnosis using variational autoencoder GAN and focal loss CNN under unbalanced data

Weihan Li, Dunke Liu, Yang Li et al. · Structural Health Monitoring · 2024 · 71 citations

Fault Diagnosis, Data Augmentation, Convolutional Neural Network +11

Mechanical fault time series prediction by using EFMSAE-LSTM neural network

Jianwen Guo, Zhenpeng Lao, Ming Hou et al. · Measurement · 2020 · 68 citations

Fault Diagnosis, Engineering, Machine Learning +7

A Novel Adaptive Signal Processing Method Based on Enhanced Empirical Wavelet Transform Technology

Huimin Zhao, Shaoyan Zuo, Ming Hou et al. · Sensors · 2018 · 57 citations · Full text

Fault Diagnosis, Condition Monitoring, Adaptive Filter +14

Augmented Grad-CAM++: Super-Resolution Saliency Maps for Visual Interpretation of Deep Neural Network

Yongshun Gao, Jie Liu, Weihan Li et al. · Electronics · 2023 · 30 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

An Image Information Extraction Algorithm for Salt and Pepper Noise on Fractional Differentials

Ming Hou, Yu Ran Liu, Qi Wang · Advanced materials research · 2011 · 10 citations

Pepper Noise, Image Analysis, Engineering +9