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12/26/2018
Large Multistream Data Analytics for Monitoring and Diagnostics in Manufacturing Systems
The high-dimensionality and volume of large scale multistream data has i...
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09/27/2018
Dataset: Rare Event Classification in Multivariate Time Series
A real-world dataset is provided from a pulp-and-paper manufacturing ind...
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10/23/2016
Inertial Regularization and Selection (IRS): Sequential Regression in High-Dimension and Sparsity
In this paper, we develop a new sequential regression modeling approach ...
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08/11/2016
Sequence Graph Transform (SGT): A Feature Extraction Function for Sequence Data Mining (Extended Version)
The ubiquitous presence of sequence data across fields such as the web, ...
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05/28/2015