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Ghiwa Assaf
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Key decision-making factors influencing bundling strategies: Analysis of bundled infrastructure projects
G Assaf, RH Assaad
Journal of infrastructure systems 29 (2), 04023006, 2023
172023
Optimizing the maintenance strategies for a network of green infrastructure: An agent-based model for stormwater detention basins
RH Assaad, G Assaf, M Boufadel
Journal of environmental management 330, 117179, 2023
172023
Models and methods for quantifying the environmental, economic, and social benefits and challenges of green infrastructure: a critical review
Y Jezzini, G Assaf, RH Assaad
Sustainability 15 (9), 7544, 2023
102023
Predicting Urban Heat Island severity on the census-tract level using Bayesian networks
G Assaf, X Hu, RH Assaad
Sustainable Cities and Society 97, 104756, 2023
62023
Optimal preventive maintenance, repair, and replacement program for catch basins to reduce urban flooding: integrating agent-based modeling and Monte Carlo simulation
G Assaf, RH Assaad
Sustainability 15 (11), 8527, 2023
62023
Mining and modeling the direct and indirect causalities among factors affecting the Urban Heat Island severity using structural machine learned Bayesian networks
G Assaf, X Hu, RH Assaad
Urban Climate 49, 101570, 2023
62023
Assessing the Vulnerability of Communities Exposed to Climate Change-Related Challenges Caused by the Urban Heat Island Effect Using Machine Learning
G Assaf, RH Assaad
Computing in Civil Engineering 2023, 177-184, 2023
52023
Using Data-Driven Feature Engineering Algorithms to Determine the Most Critical Factors Contributing to the Urban Heat Island Effect Associated with Global Warming
G Assaf, RH Assaad
Computing in Civil Engineering 2023, 1055-1062, 2023
42023
Coupled experimental assessment and machine learning prediction of mechanical integrity of MICP and cement paste as underground plugging materials
O Kolawole, RH Assaad, MP Adams, MC Ngoma, A Anya, G Assaf
Biogeotechnics 1 (2), 100020, 2023
12023
An Agent-Based Cellular Automaton Simulation Model to Study Worker Safety Behavior on Construction Sites: The Impacts of Different Social Influence Rules
RH Assaad, M Abdul Nabi, G Assaf, IH El-Adaway
Computing in Civil Engineering 2023, 581-589, 2023
12023
Determining Critical Cascading Effects of Flooding Events on Transportation Infrastructure Using Data Mining Algorithms
RH Assaad, M Mohammadi, G Assaf
Journal of Infrastructure Systems 30 (3), 04024006, 2024
2024
Identifying the Opportunities and Challenges of Project Bundling: Modeling and Discovering Key Patterns Using Unsupervised Machine Learning
G Assaf, RH Assaad, F Karaa
Journal of Infrastructure Systems 30 (1), 04024001, 2024
2024
Investigating Price Fluctuation Transmission among Construction Materials
M Abdul Nabi, B Chammout, IH El-adaway, RH Assaad, G Assaf
Construction Research Congress 2024, 339-349, 2024
2024
Assessing the Vulnerability of Communities to Heat Waves: Developing a Heat Vulnerability Index
G Assaf, RH Assaad
Construction Research Congress 2024, 237-246, 2024
2024
Modeling the Ripple Effects of Flooding Events: Determining Critical Dependencies Using Association Rule Analysis
M Mohammadi, G Assaf, RH Assaad
Construction Research Congress 2024, 257-266, 2024
2024
A Novel Approach for Classifying the Management Priorities of Flooding Events Using Clustering Algorithms and Geospatial Analysis
G Assaf, RH Assaad
Construction Research Congress 2024, 226-236, 2024
2024
Predicting Construction Costs under Uncertain Market Conditions: Probabilistic Forecasting Using Autoregressive Recurrent Networks Based on DeepAR
G Assaf, RH Assaad, IH El-Adaway, M Abdul Nabi
Construction Research Congress 2024, 253-262, 2024
2024
Models and methods for quantifying the benefits of engineered heat mitigation initiatives: A critical review
G Assaf, RH Assaad
Urban Climate 51, 101654, 2023
2023
CE 341-004: Soil Mechanics
AJ Ciancia
2022
A Fuzzy Model and Decision-Support Tool for Assessing and Predicting the Probability of Bankruptcy of Construction Companies
RH Assaad, G Assaf, IH El-adaway
Computing in Civil Engineering 2023, 213-220, 0
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Artiklar 1–20