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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. Abolhassani, Soroush Samareh / Zandifar, Azar / Ghourchian, Negar / Amayri, Manar / Bouguila, Nizar / Eicker, Ursula (2024): Occupant counting model development for urban building energy modeling using commercial off-the-shelf Wi-Fi sensing technology. Dans: Building and Environment, v. 258 (juin 2024).

    https://doi.org/10.1016/j.buildenv.2024.111548

  2. Dridi, Jawher / Amayri, Manar / Bouguila, Nizar (2024): Unsupervised clustering-based domain adaptation for estimating occupancy and recognizing activities in smart buildings. Dans: Journal of Building Engineering, v. 85 (mai 2024).

    https://doi.org/10.1016/j.jobe.2024.108741

  3. Akbar, Mohammad Kaosain / Amayri, Manar / Bouguila, Nizar (2023): A novel non-intrusive load monitoring technique using semi-supervised deep learning framework for smart grid. Dans: Building Simulation, v. 17, n. 3 (décembre 2023).

    https://doi.org/10.1007/s12273-023-1074-5

  4. Dridi, Jawher / Amayri, Manar / Bouguila, Nizar (2024): Unsupervised domain adaptation without source data for estimating occupancy and recognizing activities in smart buildings. Dans: Energy and Buildings, v. 303 (janvier 2024).

    https://doi.org/10.1016/j.enbuild.2023.113808

  5. Dridi, Jawher / Amayri, Manar / Bouguila, Nizar (2023): Unsupervised domain adaptation with and without access to source data for estimating occupancy and recognizing activities in smart buildings. Dans: Building and Environment, v. 243 (septembre 2023).

    https://doi.org/10.1016/j.buildenv.2023.110651

  6. Tra, Viet / Amayri, Manar / Bouguila, Nizar (2022): Unsupervised outlier detection using neural network-based mixtures of probabilistic principal component analyzers for building chiller fault diagnosis. Dans: Building and Environment, v. 225 (novembre 2022).

    https://doi.org/10.1016/j.buildenv.2022.109620

  7. Abolhassani, Soroush Samareh / Zandifar, Azar / Ghourchian, Negar / Amayri, Manar / Bouguila, Nizar / Eicker, Ursula (2022): Improving residential building energy simulations through occupancy data derived from commercial off-the-shelf Wi-Fi sensing technology. Dans: Energy and Buildings, v. 272 (octobre 2022).

    https://doi.org/10.1016/j.enbuild.2022.112354

  8. Dridi, Jawher / Amayri, Manar / Bouguila, Nizar (2022): Transfer learning for estimating occupancy and recognizing activities in smart buildings. Dans: Building and Environment, v. 217 (juin 2022).

    https://doi.org/10.1016/j.buildenv.2022.109057

  9. Silva, Joana B. / Amayri, Manar / Ploix, Stéphane / Reignier, Patrick / Silva, Carlos Santos (2022): Cooperative and Interactive Learning to estimate human behaviours for energy applications. Dans: Energy and Buildings, v. 258 (mars 2022).

    https://doi.org/10.1016/j.enbuild.2021.111727

  10. Payet, Maareva / David, Mathieu / Lauret, Philippe / Amayri, Manar / Ploix, Stéphane / Garde, François (2022): Modelling of occupant behaviour in non-residential mixed-mode buildings: The distinctive features of tropical climates. Dans: Energy and Buildings, v. 259 (mars 2022).

    https://doi.org/10.1016/j.enbuild.2022.111895

  11. Tra, Viet / Amayri, Manar / Bouguila, Nizar (2022): Outlier detection via multiclass deep autoencoding Gaussian mixture model for building chiller diagnosis. Dans: Energy and Buildings, v. 259 (mars 2022).

    https://doi.org/10.1016/j.enbuild.2022.111893

  12. Abolhassani, Soroush Samareh / Amayri, Manar / Bouguila, Nizar / Eicker, Ursula (2022): A new workflow for detailed urban scale building energy modeling using spatial joining of attributes for archetype selection. Dans: Journal of Building Engineering, v. 46 (avril 2022).

    https://doi.org/10.1016/j.jobe.2021.103661

  13. Amayri, Manar / Arora, Abhay / Ploix, Stéphane / Bandhyopadyay, Sanghamitra / Ngo, Quoc-Dung / Badarla, Venkata Ramana (2016): Estimating occupancy in heterogeneous sensor environment. Dans: Energy and Buildings, v. 129 (octobre 2016).

    https://doi.org/10.1016/j.enbuild.2016.07.026

  14. Amayri, Manar / Ploix, Stéphane / Bouguila, Nizar / Wurtz, Frederic (2020): Database quality assessment for interactive learning: Application to occupancy estimation. Dans: Energy and Buildings, v. 209 (février 2020).

    https://doi.org/10.1016/j.enbuild.2019.109578

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