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08/28/2022
Automatic Infectious Disease Classification Analysis with Concept Discovery
Automatic infectious disease classification from images can facilitate n...
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04/01/2022
TopTemp: Parsing Precipitate Structure from Temper Topology
Technological advances are in part enabled by the development of novel m...
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02/28/2022
Semi-supervised Nonnegative Matrix Factorization for Document Classification
We propose new semi-supervised nonnegative matrix factorization (SSNMF) ...
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10/15/2020
Semi-supervised NMF Models for Topic Modeling in Learning Tasks
We propose several new models for semi-supervised nonnegative matrix fac...
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10/04/2020
On Nonnegative Matrix and Tensor Decompositions for COVID-19 Twitter Dynamics
We analyze Twitter data relating to the COVID-19 pandemic using dynamic ...
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02/05/2020
An Iterative Method for Structured Matrix Completion
The task of filling-in or predicting missing entries of a matrix, from a...
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01/02/2020
On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition
There is currently an unprecedented demand for large-scale temporal data...
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06/29/2019
Multidimensional Scaling on Metric Measure Spaces
Multidimensional scaling (MDS) is a popular technique for mapping a fini...
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04/16/2019