6 papers
Generative Adversarial Regression (GAR): Learning Conditional Risk Scenarios
Saeed Asadi, Jonathan Yu-Meng Li
We propose Generative Adversarial Regression (GAR), a framework for learning conditional risk scenarios through generators aligned with downstream risk objectives. GAR builds on a…
Prioritizing Risk Factors in Media Entrepreneurship on Social Networks: Hybrid Fuzzy Z-Number Approaches for Strategic Budget Allocation and Risk Management in Advertising Construction Campaigns
Ahmad Gholizadeh Lonbar, Hamidreza Hasanzadeh, Fahimeh Asgari +4
The proliferation of complex online media has accelerated the process of ideology formation, influenced by stakeholders through advertising channels. The media channels, which vary…
Comparative Analysis of Gradient-Based Optimization Techniques Using Multidimensional Surface 3D Visualizations and Initial Point Sensitivity
Saeed Asadi, Sonia Gharibzadeh, Hajar Kazemi Naeini +5
This study examines several renowned gradient-based optimization techniques and focuses on their computational efficiency and precision. In the study, the steepest descent, conjuga…
Multi-Objective Optimization of Water Resource Allocation for Groundwater Recharge and Surface Runoff Management in Watershed Systems
Abbas Sharifi, Hajar Kazemi Naeini, Mohsen Ahmadi +2
Land degradation and air pollution are primarily caused by the salinization of soil and desertification that occurs from the drying of salinity lakes and the release of dust into t…
Comprehensive Review of Analytical and Numerical Approaches in Earth-to-Air Heat Exchangers and Exergoeconomic Evaluations
Saeed Asadi, Mohsen Mohammadagha, Hajar Kazemi Naeini
In recent decades, Earth-to-Air Heat Exchangers (EAHEs), also known as underground air ducts, have garnered significant attention for their ability to provide energy-efficient cool…
Intelligent Energy Management with IoT Framework in Smart Cities Using Intelligent Analysis: An Application of Machine Learning Methods for Complex Networks and Systems
Maryam Nikpour, Parisa Behvand Yousefi, Hadi Jafarzadeh +5
This study confronts the growing challenges of energy consumption and the depletion of energy resources, particularly in the context of smart buildings. As the demand for energy in…