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Cohort comfort models - Using occupants' similarity to predict personal thermal preference with less data.

, , , , and . CoRR, (2022)

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Build2Vec: Building Representation in Vector Space., , and . CoRR, (2020)The ASHRAE Great Energy Predictor III competition: Overview and results., , , , , , , , , and 1 other author(s). CoRR, (2020)Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight., , , , , and . CoRR, (2023)Using Google Trends as a proxy for occupant behavior to predict building energy consumption., and . CoRR, (2021)Review of machine learning techniques for mosquito control in urban environments., and . Ecol. Informatics, (2021)ComfortLearn: enabling agent-based occupant-centric building controls., , , , and . BuildSys@SenSys, page 475-478. ACM, (2022)Trimming outliers using trees: winning solution of the large-scale energy anomaly detection (LEAD) competition., , and . BuildSys@SenSys, page 456-461. ACM, (2022)Limitations of machine learning for building energy prediction: ASHRAE Great Energy Predictor III Kaggle competition error analysis., , , and . CoRR, (2021)Elastic buildings: Calibrated district-scale simulation of occupant-flexible campus operation for hybrid work optimization., , , and . CoRR, (2022)Smartwatch-based ecological momentary assessments for occupant wellness and privacy in buildings., , , , , , , and . CoRR, (2022)