155 citations · 277 across the 11 of their papers we have counts for
11 papers
Combining Intra-Risk and Contagion Risk for Enterprise Bankruptcy Prediction Using Graph Neural Networks
Yu Zhao, Shaopeng Wei, Yu Guo +6
Predicting the bankruptcy risk of small and medium-sized enterprises (SMEs) is an important step for financial institutions when making decisions about loans. Existing studies in b…
Exploring Blockchain for The Coordination of Distributed Energy Resources
Qing Yang, Hao Wang
The fast growth of distributed energy resources (DERs), such as distributed renewables (e.g., rooftop PV panels), energy storage systems, electric vehicles, and controllable applia…
Privacy-Preserving Transactive Energy Management for IoT-aided Smart Homes via Blockchain
Qing Yang, Hao Wang
With the booming of smart grid, The ubiquitously deployed smart meters constitutes an energy internet of things. This paper develops a novel blockchain-based transactive energy man…
Asset Allocation via Machine Learning and Applications to Equity Portfolio Management
Qing Yang, Zhenning Hong, Ruyan Tian +2
In this paper, we document a novel machine learning based bottom-up approach for static and dynamic portfolio optimization on, potentially, a large number of assets. The methodolog…
Blockchain-Empowered Socially Optimal Transactive Energy System: Framework and Implementation
Qing Yang, Hao Wang
Transactive energy plays a key role in the operation and energy management of future power systems. However, the conventional operational mechanism, which follows a centralized des…
Cooperative Energy Management of HVAC via Transactive Energy
Qing Yang, Hao Wang
Heating, Ventilation, and Air Conditioning (HVAC) energy consumption accounts for a significant part of the total energy consumption of buildings and households. The ubiquitous ado…