Elie Azar

According to our database, Elie Azar authored at least 16 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Maximizing supply chain performance leveraging machine learning to anticipate customer backorders.

Abdulrahim Ali, Raja Jayaraman, Elie Azar, Maher Maalouf

Comput. Ind. Eng., 2024

2022

Demographics as Determinants of Building Occupants' Indoor Environmental Perceptions: Insights from a Machine Learning Incremental Modeling and Analysis Approach.

Abdulrahim Ali, Min Lin, Maedot Andargie, Elie Azar

J. Comput. Civ. Eng., 2022

A Systematic Assessment of Genetic Algorithm (GA) in Optimizing Machine Learning Model: A Case Study from Building Science.

Abdulrahim Ali, Raja Jayaraman, Elie Azar, Andrei Sleptchenko

Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2022

2021

Exploring drivers of patient satisfaction using a random forest algorithm.

Mecit Can Emre Simsekler, Noura Hamed Alhashmi, Elie Azar, Nelson King, Rana Adel Mahmoud Ali Luqman, Abdalla Al Mulla

BMC Medical Informatics Decis. Mak., 2021

Mathematical Model for the Placement of Hydrogen Refueling Stations to Support Future Fuel Cell Trucks.

Brenda Hernandez, AbdulAziz Y. AlKayas, Elie Azar, Ahmad Mayyas

IEEE Access, 2021

2020

Non-Intrusive Data Monitoring and Analysis of Occupant Energy-Use Behaviors in Shared Office Spaces.

Masab Khalid Annaqeeb, Romana Markovic, Vojislav Novakovic, Elie Azar

IEEE Access, 2020

2018

Machine Learning as Surrogate to Building Performance Simulation: A Building Design Optimization Application.

Sokratis Papadopoulos, Wei Lee Woon, Elie Azar

Proceedings of the Data Analytics for Renewable Energy Integration. Technologies, Systems and Society, 2018

2017

Multilayer Agent-Based Modeling and Social Network Framework to Evaluate Energy Feedback Methods for Groups of Buildings.

Elie Azar, Hamad Al Ansari

J. Comput. Civ. Eng., 2017

2016

Optimizing the Performance of Energy-Intensive Commercial Buildings: Occupancy-Focused Data Collection and Analysis Approach.

Elie Azar, Carol C. Menassa

J. Comput. Civ. Eng., 2016

Optimizing HVAC operation in commercial buildings: A genetic algorithm multi-objective optimization framework.

Sokratis Papadopoulos, Elie Azar

Proceedings of the Winter Simulation Conference, 2016

Quantifying the impact of uncertainty in human actions on the energy performance of educational buildings.

Elie Azar, Ahmed Al Amoodi

Proceedings of the Winter Simulation Conference, 2016

2014

Conceptual Framework to Optimize Building Energy Consumption by Coupling Distributed Energy Simulation and Occupancy Models.

Carol C. Menassa, Vineet R. Kamat, Sanghyun Lee, Elie Azar, Chen Feng, Kyle Anderson

J. Comput. Civ. Eng., 2014

Framework to Evaluate Energy-Saving Potential from Occupancy Interventions in Typical Commercial Buildings in the United States.

Elie Azar, Carol C. Menassa

J. Comput. Civ. Eng., 2014

2012

Agent-Based Modeling of Occupants and Their Impact on Energy Use in Commercial Buildings.

Elie Azar, Carol C. Menassa

J. Comput. Civ. Eng., 2012

2011

A decision framework for energy use reduction initiatives in commercial buildings.

Elie Azar, Carol C. Menassa

Proceedings of the Winter Simulation Conference 2011, 2011

2010

A conceptual framework to energy estimation in buildings using agent based modeling.

Elie Azar, Carol C. Menassa

Proceedings of the 2010 Winter Simulation Conference, 2010