Frontiers

Clinical Problem Selection for Machine Learning-Based Clinical Decision Support in the Intensive Care Unit: Complexity, Actionability, and the Way Forward

1 Department of Pediatrics, Division of Cardiology, University of Michigan Medical School, Ann Arbor, United States 2 Department of Computational Medicine and Bioinformatics, University of Michigan ...
IEEE

Reserve Ancillary Services by Battery Swapping Stations: a Decision-Focused Learning Approach

Abstract: This letter proposes a novel decision-focused learning (DFL) framework for the battery swapping stations (BSSs) to participate in reserve markets. This framework integrates the demand ...
IEEE

Decision Optimization Method for Intelligent Electricity Market Assistance based on Deep Reinforcement Learning Algorithm

Abstract: The design of electricity market mechanisms is of great significance for responding to the "dual carbon" goals and the requirements of building new power systems. This article proposes an ...