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12/02/2019
Matrix sketching for supervised classification with imbalanced classes
Matrix sketching is a recently developed data compression technique. An ...
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09/24/2019
High-dimensional clustering via Random Projections
In this work, we address the unsupervised classification issue by exploi...
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05/07/2019
One-class classification with application to forensic analysis
The analysis of broken glass is forensically important to reconstruct th...
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02/18/2019
Classifying textual data: shallow, deep and ensemble methods
This paper focuses on a comparative evaluation of the most common and mo...
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02/18/2019
Going deep in clustering high-dimensional data: deep mixtures of unigrams for uncovering topics in textual data
Mixtures of Unigrams (Nigam et al., 2000) are one of the simplest and mo...
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06/27/2018