25 citations · 75 across the 17 of their papers we have counts for
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cs.DB2019
IDEALEM: Statistical Similarity Based Data Reduction
Dongeun Lee, Alex Sim, Jaesik Choi +1
Many applications such as scientific simulation, sensing, and power grid monitoring tend to generate massive amounts of data, which should be compressed first prior to storage and…
cs.LG2019
An Ensemble Approach toward Automated Variable Selection for Network Anomaly Detection
Makiya Nakashima, Alex Sim, Youngsoo Kim +2
While variable selection is essential to optimize the learning complexity by prioritizing features, automating the selection process is preferred since it requires laborious effort…