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Benjamin C. M. Fung ORCID

The following bibliography contains all publications indexed in this database that are linked with this name as either author, editor or any other kind of contributor.

  1. Sun, Ying / Fung, Benjamin C. M. / Haghighat, Fariborz (2022): In-Processing fairness improvement methods for regression Data-Driven building Models: Achieving uniform energy prediction. In: Energy and Buildings, v. 277 (December 2022).

    https://doi.org/10.1016/j.enbuild.2022.112565

  2. Sun, Ying / Fung, Benjamin C. M. / Haghighat, Fariborz (2022): The generalizability of pre-processing techniques on the accuracy and fairness of data-driven building models: A case study. In: Energy and Buildings, v. 268 (August 2022).

    https://doi.org/10.1016/j.enbuild.2022.112204

  3. Braun, Trevor / Fung, Benjamin C. M. / Iqbal, Farkhund / Shah, Babar (2018): Security and privacy challenges in smart cities. In: Sustainable Cities and Society, v. 39 (May 2018).

    https://doi.org/10.1016/j.scs.2018.02.039

  4. Yu, Zhun (Jerry) / Haghighat, Fariborz / Fung, Benjamin C. M. (2016): Advances and challenges in building engineering and data mining applications for energy-efficient communities. In: Sustainable Cities and Society, v. 25 (August 2016).

    https://doi.org/10.1016/j.scs.2015.12.001

  5. Yu, Zhun / Fung, Benjamin C. M. / Haghighat, Fariborz (2013): Extracting knowledge from building-related data — A data mining framework. In: Building Simulation, v. 6, n. 2 (May 2013).

    https://doi.org/10.1007/s12273-013-0117-8

  6. Yu, Zhun / Haghighat, Fariborz / Fung, Benjamin C. M. / Yoshino, Hiroshi (2010): A decision tree method for building energy demand modeling. In: Energy and Buildings, v. 42, n. 10 (October 2010).

    https://doi.org/10.1016/j.enbuild.2010.04.006

  7. Yu, Zhun / Fung, Benjamin C. M. / Haghighat, Fariborz / Yoshino, Hiroshi / Morofsky, Edward (2011): A systematic procedure to study the influence of occupant behavior on building energy consumption. In: Energy and Buildings, v. 43, n. 6 (June 2011).

    https://doi.org/10.1016/j.enbuild.2011.02.002

  8. Yu, Zhun (Jerry) / Haghighat, Fariborz / Fung, Benjamin C. M. / Zhou, Liang (2012): A novel methodology for knowledge discovery through mining associations between building operational data. In: Energy and Buildings, v. 47 (April 2012).

    https://doi.org/10.1016/j.enbuild.2011.12.018

  9. Ashouri, Milad / Haghighat, Fariborz / Fung, Benjamin C. M. / Lazrak, Amine / Yoshino, Hiroshi (2018): Development of building energy saving advisory: A data mining approach. In: Energy and Buildings, v. 172 (August 2018).

    https://doi.org/10.1016/j.enbuild.2018.04.052

  10. Sun, Ying / Haghighat, Fariborz / Fung, Benjamin C. M. (2020): A review of the-state-of-the-art in data-driven approaches for building energy prediction. In: Energy and Buildings, v. 221 (August 2020).

    https://doi.org/10.1016/j.enbuild.2020.110022

  11. Ashouri, Milad / Haghighat, Fariborz / Fung, Benjamin C. M. / Yoshino, Hiroshi (2019): Development of a ranking procedure for energy performance evaluation of buildings based on occupant behavior. In: Energy and Buildings, v. 183 (January 2019).

    https://doi.org/10.1016/j.enbuild.2018.11.050

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