5 citations · 13 across the 7 of their papers we have counts for
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cs.LG2025
Improving Slow Transfer Predictions: Generative Methods Compared
Jacob Taegon Kim, Alex Sim, Kesheng Wu +1
Monitoring data transfer performance is a crucial task in scientific computing networks. By predicting performance early in the communication phase, potentially sluggish transfers…
cs.LG2022★ 1 cited
Feature Engineering and Classification Models for Partial Discharge in Power Transformers
Jonathan Wang, Kesheng Wu, Alex Sim +1
To ensure reliability, power transformers are monitored for partial discharge (PD) events, which are symptoms of transformer failure. Since failures can have catastrophic cascading…
cs.LG2022★ 1 cited
Extract Dynamic Information To Improve Time Series Modeling: a Case Study with Scientific Workflow
Jeeyung Kim, Mengtian Jin, Youkow Homma +3
In modeling time series data, we often need to augment the existing data records to increase the modeling accuracy. In this work, we describe a number of techniques to extract dyna…