articleTop 1% cited
Construction of hierarchical diagnosis network based on deep learning and its application in the fault pattern recognition of rolling element bearings
Mechanical Systems and Signal Processing · 2015 · Vol. 72-73 · pp. 92–104
Meng Gan(University of Science and Technology of China)Cong Wang✉(University of Science and Technology of China)Changan Zhu(University of Science and Technology of China)
Machine Fault Diagnosis TechniquesEngineering Diagnostics and ReliabilityFault Detection and Control SystemsLayer (electronics)Ranking (information retrieval)Fault (geology)Artificial intelligencePattern recognition (psychology)Feature (linguistics)Deep belief networkSupport vector machineEngineeringEnergy (signal processing)
Citations
548
FWCI
39.14
field-weighted impact
References
35
Percentile
100%
vs. same field & year
Citations per year
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References
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Reducing the Dimensionality of Data with Neural Networks
Science · 2006 · 20,627 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
Training Products of Experts by Minimizing Contrastive Divergence
Neural Computation · 2002 · 4,959 citations
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