Dataset: An Open Dataset and Collection Tool for BMS Point Labels

To encourage and facilitate research into the development and evaluation of such techniques, we released an open dataset of metadata pulled from real building management systems, containing attributes for 103,064 points over 92 buildings. In addition, we released an open-source tool for scraping and cleaning metadata from building management systems (BMS) for contribution to the dataset. Read more

Time Out Before Time is Up: A Classification Model to Determine Timeouts at Crucial Moments In a Game

To help decrease the frequency of misguided timeouts in a typical NBA game, we present a novel tool to predict whether a coach should take a timeout at a certain moment in the game. The model utilizes supervised machine learning techniques and deep learning to accurately formulate predictions. Read more