Elie Azar

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 10

Top Topics

Machine Learning

Energy Consumption

Data Collection And Analysis

Top Venues

J. Comput. Civ. Eng.

BMC Medical Informatics Decis. Mak.

Publications

Abdulrahim Ali, Raja Jayaraman, Elie Azar, Maher Maalouf
Maximizing supply chain performance leveraging machine learning to anticipate customer backorders. Comput. Ind. Eng. 194 (2024)
Abdulrahim Ali, Min Lin, Maedot Andargie, Elie Azar
Demographics as Determinants of Building Occupants' Indoor Environmental Perceptions: Insights from a Machine Learning Incremental Modeling and Analysis Approach. J. Comput. Civ. Eng. 36 (4) (2022)
Mecit Can Emre Simsekler, Noura Hamed Alhashmi, Elie Azar, Nelson King, Rana Adel Mahmoud Ali Luqman, Abdalla Al Mulla
Exploring drivers of patient satisfaction using a random forest algorithm. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Brenda Hernandez, AbdulAziz Y. AlKayas, Elie Azar, Ahmad Mayyas
Mathematical Model for the Placement of Hydrogen Refueling Stations to Support Future Fuel Cell Trucks. IEEE Access 9 (2021)
Masab Khalid Annaqeeb, Romana Markovic, Vojislav Novakovic, Elie Azar
Non-Intrusive Data Monitoring and Analysis of Occupant Energy-Use Behaviors in Shared Office Spaces. IEEE Access 8 (2020)
Sokratis Papadopoulos, Wei Lee Woon, Elie Azar
Machine Learning as Surrogate to Building Performance Simulation: A Building Design Optimization Application. DARE@PKDD/ECML (2018)
Elie Azar, Hamad Al Ansari
Multilayer Agent-Based Modeling and Social Network Framework to Evaluate Energy Feedback Methods for Groups of Buildings. J. Comput. Civ. Eng. 31 (4) (2017)
Elie Azar, Ahmed Al Amoodi
Quantifying the impact of uncertainty in human actions on the energy performance of educational buildings. WSC (2016)
Sokratis Papadopoulos, Elie Azar
Optimizing HVAC operation in commercial buildings: A genetic algorithm multi-objective optimization framework. WSC (2016)
Elie Azar, Carol C. Menassa
Optimizing the Performance of Energy-Intensive Commercial Buildings: Occupancy-Focused Data Collection and Analysis Approach. J. Comput. Civ. Eng. 30 (5) (2016)
Carol C. Menassa, Vineet R. Kamat, Sanghyun Lee, Elie Azar, Chen Feng, Kyle Anderson
Conceptual Framework to Optimize Building Energy Consumption by Coupling Distributed Energy Simulation and Occupancy Models. J. Comput. Civ. Eng. 28 (1) (2014)
Elie Azar, Carol C. Menassa
Framework to Evaluate Energy-Saving Potential from Occupancy Interventions in Typical Commercial Buildings in the United States. J. Comput. Civ. Eng. 28 (1) (2014)
Elie Azar, Carol C. Menassa
Agent-Based Modeling of Occupants and Their Impact on Energy Use in Commercial Buildings. J. Comput. Civ. Eng. 26 (4) (2012)
Elie Azar, Carol C. Menassa
A decision framework for energy use reduction initiatives in commercial buildings. WSC (2011)
Elie Azar, Carol C. Menassa
A conceptual framework to energy estimation in buildings using agent based modeling. WSC (2010)