Shideh Shams Amiri

On the development of multi-linear regression analysis to assess energy consumption in the early stages of building design

Somayeh Asadi, Shideh Shams Amiri, Mohammad Mottahedi · Energy and Buildings · 2014 · 259 citations

Architecture, Architectural Engineering, Building Science +15

Using multiple regression analysis to develop energy consumption indicators for commercial buildings in the U.S.

Shideh Shams Amiri, Mohammad Mottahedi, Somayeh Asadi · Energy and Buildings · 2015 · 107 citations

Architecture, Architectural Engineering, Building Science +16

Peeking inside the black-box: Explainable machine learning applied to household transportation energy consumption

Shideh Shams Amiri, Sam Mottahedi, Earl Rusty Lee et al. · Computers Environment and Urban Systems · 2021 · 72 citations

Computing, Computer Science, Energy Management +13

Multi-linear Regression Models to Predict the Annual Energy Consumption of an Office Building with Different Shapes

Mohammad Mottahedi, Atefeh Mohammadpour, Shideh Shams Amiri et al. · Procedia Engineering · 2015 · 67 citations · Full text

Architecture, Architectural Engineering, Building Science +17

Investigating the application of a commercial and residential energy consumption prediction model for urban Planning scenarios with Machine Learning and Shapley Additive explanation methods

Shideh Shams Amiri, Maya Mueller, Simi Hoque · Energy and Buildings · 2023 · 63 citations · Full text

Business, Urban Planning, Forecasting +16