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La bibliographie suivante contient toutes les publications répertoriées dans la base de données qui sont reliées à ce nom en tant qu'auteur, éditeur ou collaborateur.

  1. Papadopoulos, Demetrios N. / Dadras Javan, Farzad / Najafi, Behzad / Mamaghani, Alireza Haghighat / Rinaldi, Fabio (2023): Handling Complete Short-term Data Logging Failure in Smart Buildings: Machine Learning based Forecasting Pipelines with Sliding-window Training Scheme. Dans: Energy and Buildings, v. 301 (décembre 2023).

    https://doi.org/10.1016/j.enbuild.2023.113694

  2. Raymand, Farhang / Najafi, Behzad / Mamaghani, Alireza Haghighat / Moazami, Amin / Rinaldi, Fabio (2023): Machine learning-based estimation of buildings' characteristics employing electrical and chilled water consumption data: Pipeline optimization. Dans: Energy and Buildings, v. 295 (septembre 2023).

    https://doi.org/10.1016/j.enbuild.2023.113327

  3. Campodonico Avendano, Italo Aldo / Dadras Javan, Farzad / Najafi, Behzad / Moazami, Amin / Rinaldi, Fabio (2023): Assessing the impact of employing machine learning-based baseline load prediction pipelines with sliding-window training scheme on offered flexibility estimation for different building categories. Dans: Energy and Buildings, v. 294 (septembre 2023).

    https://doi.org/10.1016/j.enbuild.2023.113217

  4. Najafi, Behzad / Depalo, Monica / Rinaldi, Fabio / Arghandeh, Reza (2021): Building characterization through smart meter data analytics: Determination of the most influential temporal and importance-in-prediction based features. Dans: Energy and Buildings, v. 234 (mars 2021).

    https://doi.org/10.1016/j.enbuild.2020.110671

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