articleTop 1% cited
Deep learning and its applications to machine health monitoring
Mechanical Systems and Signal Processing · 2018 · Vol. 115 · pp. 213–237
Rui Zhao(Xi'an Jiaotong University)Ruqiang Yan✉(Xi'an Jiaotong University)Zhenghua Chen(Nanyang Technological University)Kezhi Mao(Nanyang Technological University)Peng Wang(Case Western Reserve University)Robert X. Gao(Case Western Reserve University)
Anomaly Detection Techniques and ApplicationsIndustrial Vision Systems and Defect DetectionCurrency Recognition and DetectionDeep learningArtificial intelligenceBoltzmann machineMachine learningRestricted Boltzmann machineComputer scienceDeep belief networkConvolutional neural networkBig dataSoftware deployment
Funding
- National Natural Science Foundation of China
Citations
2,497
FWCI
169.57
field-weighted impact
References
165
Percentile
100%
vs. same field & year
Citations per year
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References
Data-Based Techniques Focused on Modern Industry: An Overview
IEEE Transactions on Industrial Electronics · 2014 · 985 citations
ARTIFICIAL NEURAL NETWORK BASED FAULT DIAGNOSTICS OF ROLLING ELEMENT BEARINGS USING TIME-DOMAIN FEATURES
Mechanical Systems and Signal Processing · 2003 · 739 citations
A review on machinery diagnostics and prognostics implementing condition-based maintenance
Mechanical Systems and Signal Processing · 2005 · 4,389 citations
Approximation of dynamical systems by continuous time recurrent neural networks
Neural Networks · 1993 · 969 citations
Long Short-Term Memory
Neural Computation · 1997 · 95,078 citations
Deep learning in neural networks: An overview
Neural Networks · 2014 · 17,774 citations
Support vector machine in machine condition monitoring and fault diagnosis
Mechanical Systems and Signal Processing · 2007 · 1,551 citations
Gradient-based learning applied to document recognition
Proceedings of the IEEE · 1998 · 57,014 citations
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