Yiqun Xie
Biographic Data
| ID | 3635888 |
|---|---|
| NAME | Yiqun Xie |
| GIVEN NAMES | Yiqun |
| FAMILY NAME | Xie |
| SIGNATURE | XIE Y |
| AFFILIATIONS | Geospatial Information Authority of Japan |
| ORCID | 0000-0002-6439-1333 |
| VERIFIED | Yes |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 2 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Reducing AI Model Biases with a Bilevel Learning Framework
This study aims to improve disaster risk mitigation by integrating fairness into artificial intelligence (AI) models, specifically addressing spatial biases that can lead to unequal resource allocation during disasters. Our objective is to reduce spatial biases in disaster impact prediction models via a bilevel learning framework, enhancing both accuracy and fairness. To achieve this, we leverage information exchanges in social networks during th…
Significant spatial co-distribution pattern discovery
No prominent works on this page.
Significant spatial co-distribution pattern discovery
Reducing AI Model Biases with a Bilevel Learning Framework
This study aims to improve disaster risk mitigation by integrating fairness into artificial intelligence (AI) models, specifically addressing spatial biases that can lead to unequal resource allocation during disasters. Our objective is to reduce spatial biases in disaster impact prediction models via a bilevel learning framework, enhancing both accuracy and fairness. To achieve this, we leverage information exchanges in social networks during th…
Artificial Intelligence (2 works) · Computer Science (2 works) · Data-Driven Disease Surveillance (2 works) · Anomaly Detection Techniques and Applications (1 works) · Cluster analysis (1 works) · Common spatial pattern (1 works) · Data mining (1 works) · Data science (1 works) · Econometrics (1 works) · Economics (1 works)