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10/18/2019
Implicit Context-aware Learning and Discovery for Streaming Data Analytics
The performance of machine learning model can be further improved if con...
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05/31/2018
Root-cause Analysis for Time-series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems
Performance monitoring, anomaly detection, and root-cause analysis in co...
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12/07/2016
Learning Localized Geometric Features Using 3D-CNN: An Application to Manufacturability Analysis of Drilled Holes
3D convolutional neural networks (3D-CNN) have been used for object reco...
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05/17/2016
Deep Action Sequence Learning for Causal Shape Transformation
Deep learning became the method of choice in recent year for solving a w...
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03/25/2016
Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hi-speed Flame Video
This paper proposes an end-to-end convolutional selective autoencoder ap...
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11/12/2015