Concepedia

Multiscale intelligent fault detection system based on agglomerative hierarchical clustering using stacked denoising autoencoder with temporal information

Jianbo Yu, Xuefeng Yan

Applied Soft Computing · 2020 · 33 citations · 49 references

Concepts

ComputingComputer ScienceMachine LearningMultiscale ModelingTime Series AnalysisCondition MonitoringDeep LearningDiagnosisDiagnosticsFault DetectionFault DiagnosisAutomatic Fault Detection SystemsFault ClassificationFault Detection Using Deep LearningFault Detection Using Machine LearningMachine Learning For Fault Detection

References

49

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Reducing the Dimensionality of Data with Neural Networks

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

Computing, Computer Science, Artificial Intelligence +14

Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

Peter J. Rousseeuw · Journal of Computational and Applied Mathematics · 1987 · 20.7K citations

Computing, Visualization, Data Visualization +7

Extracting and composing robust features with denoising autoencoders

Pascal Vincent, Hugo Larochelle, Yoshua Bengio et al. · 2008 · 7.3K citations

Computing, Computer Science, Artificial Intelligence +16

Proceedings of the 25th international conference on Machine learning

William W. Cohen, Andrew McCallum, Sam T. Roweis · 2008 · 5.5K citations

Computing, Computer Science, Artificial Intelligence +6