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Job: Postdoctoral Research Fellowship in Machine Learning - University of Michigan Ann Arbor, MI, United States

Job: Postdoctoral Research Fellowship in Machine Learning - University of Michigan Ann Arbor, MI, United States

This study presents a new framework that integrates machine learning and a domain knowledge-based expert system to improve building energy flexibility. In this framework, a rule-based expert system was used to maximize the self-consumption of solar photovoltaics (PV) power, while a reinforcement learning (RL) agent was constructed to efficiently optimize the grid power import for battery charging and facilitate decision-making for battery discharging in response to the time of use electricity prices. Meanwhile, a Classification and Regression Tree (CART) model was developed to quantitatively a...

Pandemic-induced public health measures, such as social distancing and stay-at-home orders, while successful in decreasing the transmission of COVID-19, could exacerbate pre-existing mental health challenges, including loneliness, one of the major public health concerns in pre-pandemic times.

Credit: Correspondence to - Laurence Albiges - Laurence.ALBIGES@gustaveroussy.fr The cover for issue 49 of Oncotarget features Figure 4, " CART-Tree analysis for overall survival in IMDC intermediate risk group," by Guida, et al.recently published in " A multivariable Cox model with backward selection procedure and a Classification and Regression Tree analysis were performed to identify which prognostic factors were associated to OS in IR patients. Median OS for patients with PLT > UNL was 18 months versus 29 months for patients with normal PLT count. The selection of PLT count was confirmed ...