Top Cited Papers

Updated for August 2021.



An improved quantum-inspired differential evolution algorithm for deep belief network
W Deng, H Liu, J Xu, H Zhao…
Evolving fuzzy models for prosthetic hand myoelectric-based control
RE Precup, TA Teban, A Albu, AB Borlea…
Automated Visual Defect Detection for Flat Steel Surface: A Survey
Q Luo, X Fang, L Liu, C Yang…

Contact Wire Irregularity Stochastics and Effect on High-speed Railway Pantograph-Catenary Interactions
Y Song, Z Liu, A Rønnquist, P Nåvik…

Generative Principal Component Thermography for Enhanced Defect Detection and Analysis
K Liu, Y Li, J Yang, Y Liu, Y Yao

A novel fast single image dehazing algorithm based on artificial multiexposure image fusion
Z Zhu, H Wei, G Hu, Y Li, G Qi…

Entropy measures in machine fault diagnosis: Insights and applications
Z Huo, M Martínez-García, Y Zhang…

Thickness measurement of metallic plates with finite planar dimension using eddy current method
R Huang, M Lu, A Peyton, W Yin

Adaptive Tunable Q Wavelet Transform-Based Emotion Identification
SK Khare, V Bajaj, GR Sinha

NestFuse: An infrared and visible image fusion architecture based on nest connection and spatial/channel attention models
H Li, XJ Wu, T Durrani

Laplacian redecomposition for multimodal medical image fusion
X Li, X Guo, P Han, X Wang, H Li…

Automatic fault diagnosis of infrared insulator images based on image instance segmentation and temperature analysis
B Wang, M Dong, M Ren, Z Wu, C Guo…

Compound bearing fault detection under varying speed conditions with virtual multichannel signals in angle domain
G Tang, Y Wang, Y Huang, N Liu…

Domain adversarial transfer network for cross-domain fault diagnosis of rotary machinery
Z Chen, G He, J Li, Y Liao, K Gryllias…



An end-to-end steel surface defect detection approach via fusing multiple hierarchical features
Y He, K Song, Q Meng, Y Yan

Performance prediction using high-order differential mathematical morphology gradient spectrum entropy and extreme learning machine
H Zhao, H Liu, J Xu, W Deng
Online fault diagnosis method based on transfer convolutional neural networks
G Xu, M Liu, Z Jiang, W Shen…

A combined polynomial chirplet transform and synchroextracting technique for analyzing nonstationary signals of rotating machinery
K Yu, TR Lin, H Ma, H Li, J Zeng

Predicting remaining useful life of rolling bearings based on deep feature representation and transfer learning
W Mao, J He, MJ Zuo

LSTM-based auto-encoder model for ECG arrhythmias classification
B Hou, J Yang, P Wang, R Yan

An enhanced intelligent diagnosis method based on multi-sensor image fusion via improved deep learning network
H Wang, S Li, L Song, L Cui…

Research on remaining useful life prediction of rolling element bearings based on time-varying Kalman filter
L Cui, X Wang, H Wang, J Ma

Tacholess speed estimation in order tracking: A review with application to rotating machine fault diagnosis
S Lu, R Yan, Y Liu, Q Wang

DCNN-based multi-signal induction motor fault diagnosis
S Shao, R Yan, Y Lu, P Wang…

A new two-level hierarchical diagnosis network based on convolutional neural network
L Wen, X Li, L Gao

Detection and identification of volatile organic compounds based on temperature-modulated ZnO sensors
Z Yuan, E Han, F Meng, K Zuo

A novel weighted sparse representation classification strategy based on dictionary learning for rotating machinery
H Wang, B Ren, L Song, L Cui

A novel sparse echo autoencoder network for data-driven fault diagnosis of delta 3-D printers
J Long, Z Sun, C Li, Y Hong, Y Bai…

A concentrated time–frequency analysis tool for bearing fault diagnosis
G Yu

A motor current signal-based bearing fault diagnosis using deep learning and information fusion
DT Hoang, HJ Kang

Pantograph-to-OHL arc: Conducted effects in DC railway supply system
G Crotti, A Delle Femine, D Gallo…