Concepedia

Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis

Chuan Li, René–Vinicio Sánchez, Grover Zurita, Mariela Cerrada, Diego Cabrera, Rafael E. Vásquez

Neurocomputing · 2015 · 292 citations · 38 references

Concepts

ComputingComputer ScienceMechanical EngineeringComputer VisionFeature EngineeringMachine LearningDeep LearningDiagnosisFault DetectionPattern RecognitionRepresentation LearningSupport Vector MachinesFault ClassificationFault Detection Using Deep LearningGearbox Fault DiagnosisMachine Fault DiagnosisMultimodal Feature RepresentationSupport Vector ClassificationSupport Vector Machine Classification

References

38

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

Data-Based Techniques Focused on Modern Industry: An Overview

Shen Yin, Xianwei Li, Huijun Gao et al. · IEEE Transactions on Industrial Electronics · 2014 · 993 citations

Engineering, Industrial Engineering, Systems Engineering +16

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

Wenlu Zhang, Rongjian Li, Houtao Deng et al. · NeuroImage · 2015 · 831 citations · Full text

Computing, Neuroscience, Radiology +12

Deep Learning using Linear Support Vector Machines

Yichuan Tang · arXiv (Cornell University) · 2013 · 741 citations · Full text

Computing, Bioinformatics, Computer Science +17

Multimodal Learning with Deep Boltzmann Machines

Nitish Srivastava, Ruslan Salakhutdinov · 2012 · 626 citations

Computing, Computer Science, Information Retrieval +16