Browsing SINTEF Open by Author "Ruocco, Massimiliano"
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Global Transformer Architecture for Indoor Room Temperature Forecasting
Clemente, Alfredo; Nocente, Alessandro; Ruocco, Massimiliano (Peer reviewed; Journal article, 2023)A thorough regulation of building energy systems translates in relevant energy savings and in a better comfort for the occupants. Algorithms to predict the thermal state of a building on a certain time horizon with a good ... -
Navigating the metric maze: a taxonomy of evaluation metrics for anomaly detection in time series
Sørbø, Sondre; Ruocco, Massimiliano (Peer reviewed; Journal article, 2023)The field of time series anomaly detection is constantly advancing, with several methods available, making it a challenge to determine the most appropriate method for a specific domain. The evaluation of these methods is ...