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Shideh Shams Amiri
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Cited by
Year
On the development of multi-linear regression analysis to assess energy consumption in the early stages of building design
S Asadi, SS Amiri, M Mottahedi
Energy and Buildings 85, 246-255, 2014
2642014
Using multiple regression analysis to develop energy consumption indicators for commercial buildings in the US
SS Amiri, M Mottahedi, S Asadi
Energy and Buildings 109, 209-216, 2015
1162015
Multi-linear regression models to predict the annual energy consumption of an office building with different shapes
M Mottahedi, A Mohammadpour, SS Amiri, D Riley, S Asadi
Procedia engineering 118, 622-629, 2015
722015
Peeking inside the black-box: Explainable machine learning applied to household transportation energy consumption
SS Amiri, S Mottahedi, ER Lee, S Hoque
Computers, Environment and Urban Systems 88, 101647, 2021
532021
Machine learning approaches for predicting household transportation energy use
SS Amiri, N Mostafavi, ER Lee, S Hoque
City and Environment Interactions 7, 100044, 2020
222020
Parametric analysis of building elements on building energy use
A Mohammadpour, M Mottahedi, SS Amiri, S Asadi, D Riley, A Shafaghat
Jurnal Teknologi 74 (4), 79-83, 2015
122015
Investigating the application of a commercial and residential energy consumption prediction model for urban Planning scenarios with Machine Learning and Shapley Additive …
SS Amiri, M Mueller, S Hoque
Energy and Buildings 287, 112965, 2023
102023
Data representing ground-truth explanations to evaluate xai methods
SS Amiri, RO Weber, P Goel, O Brooks, A Gandley, B Kitchell, A Zehm
arXiv preprint arXiv:2011.09892, 2020
102020
Development and validation of regression models to predict annual energy consumption of office buildings in different climate regions in the United States
SS Amiri, M Mottahedi, S Asadi, D Riley
32015
A quantitative way for measuring the building user design feedback and evaluation
SS Amiri, M Masoudi, S Asadi, E Karan
16th International Conference on Computing in Civil and Building Engineering …, 1813
31813
Investigating the Application of a Transportation Energy Consumption Prediction Model for Urban Planning Scenarios in Machine Learning and Shapley Additive Explanations Method
SS Amiri, M Mueller, S Hoque
Journal of Sustainability Research 4 (1), 2022
22022
On the Performance of a Net Zero Energy House: A Case Study of the GridStar House in the Navy Yard, Philadelphia
Y Kurdi, D Riley, SS Amiri, S Asadi, J Dinh-Ngoc, R Goulet, S Gatland, ...
Construction Research Congress 2016, 1213-1222, 2016
12016
Development of Multi-Linear Regression Model to Predict Energy Consumption in the Early Stages of Building Design
SS Amiri, M Mottahedi, S Asadi
AEI 2015, 54-65, 2015
12015
Developing an Integrated Household Transportation, Residential and Commercial Building Energy Consumption Model: Investigating the Integrated Application of Transportation …
SS Amiri
Drexel University, 2022
2022
Longitudinal Distance: Towards Accountable Instance Attribution
RO Weber, P Goel, S Amiri, G Simpson
arXiv preprint arXiv:2108.10437, 2021
2021
Investigating the Spatial Variation and Relationship Between Building and Transportation Energy Use for Residents of the Philadelphia Metropolitan Region
SS Amiri, N Mostafavi, E Lee, S Hoque
Prometheus 3, 44-49, 2019
2019
ANALYSING THE RELATIONSHIP BETWEEN HOUSEHOLD AND NEIGHBORHOOD CHARACTERISTICS AND TRANSPORTATION ENERGY USE
S Shams Amiri, N Mostafavi, S Hoque
Engineering Sustainability 2019, 2019
2019
Investigating the Relationship between Transportation and Building Energy Use in Philadelphia Households
SS Amiri, N Mostafavi, ER Lee, S Hoque
Indoor Air 2018, 2018
2018
INVESTIGATING THE SPATIAL VARIATION AND RELATIONSHIP BETWEEN BUILDING AND TRANSPORTATION ENERGY USE FOR RESIDENTS OF THE PHILADELPHIA METROPOLITAN REGION
S Shams Amiri, N Mostafavi, E Lee, S Hoque
Buildings, Cities, and Performance, 45-52, 2018
2018
Assessment of Construction Workers Risk Perception and Visual Attention to Improve Safety in Construction Industry
SS Amiri
Pennsylvania State University, 2017
2017
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