14 citations · 46 across the 14 of their papers we have counts for
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cs.AI2022★ 4 cited
Predict+Optimize Problem in Renewable Energy Scheduling
Christoph Bergmeir, Frits de Nijs, Evgenii Genov +25
Predict+Optimize frameworks integrate forecasting and optimization to address real-world challenges such as renewable energy scheduling, where variability and uncertainty are criti…
cs.LG2022★ 5 cited
How to predict and optimise with asymmetric error metrics
Mahdi Abolghasemi, Richard Bean
In this paper, we examine the concept of the predict and optimise problem with specific reference to the third Technical Challenge of the IEEE Computational Intelligence Society. I…
cs.LG2022
The intersection of machine learning with forecasting and optimisation: theory and applications
Mahdi Abolghasemi
Forecasting and optimisation are two major fields of operations research that are widely used in practice. These methods have contributed to each other growth in several ways. Howe…