Search Results for author: Napoleon Costilla-Enriquez

Found 2 papers, 0 papers with code

Dataset transformations trade-offs to adapt machine learning methods across domains

no code implementations29 Sep 2021 Napoleon Costilla-Enriquez, Yang Weng

To prove our point, we examine dataset transformations used in the literature to adapt machine learning-based methods across domains and show that these dataset transformations are not always beneficial in terms of performance.

BIG-bench Machine Learning

Operating Dynamic Reserve Dimensioning Using Probabilistic Forecasts

no code implementations20 Aug 2021 Napoleon Costilla-Enriquez, Miguel Ortega-Vazquez, Aidan Tuohy, Amber Motley, Rebecca Webb

Results show the benefits in terms of risk reduction of considering the probabilistic forecast information into the dimensioning process of operating reserve requirements.

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