Swastika Barua
Biographic Data
| ID | 4616838 |
|---|---|
| NAME | Swastika Barua |
| GIVEN NAMES | Swastika |
| FAMILY NAME | Barua |
| SIGNATURE | BARUA S |
| AFFILIATIONS | Texas State University |
| ORCID | 0009-0008-4894-9131 |
| VERIFIED | Yes |
| TOTAL WORKS | 4 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 4 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Explainable AI-driven hybrid modeling for crash severity analysis near bus stops in urban areas
Crashes near bus stops in urban areas present critical safety risks for pedestrians and vehicle occupants, especially in high-traffic areas with frequent transit activity. This study investigates crash severity patterns near Texas bus stops from 2017 to 2023 using a hybrid explainable AI framework. XGBoost and Random Forest models were applied, as part of feature selection process, to identify key contributing factors, which were subsequently use…
Classifying crash severity by SAE automation level using transformer models
Toward safer micromobility
Built environment and injury risk
No prominent works on this page.
Built environment and injury risk
Explainable AI-driven hybrid modeling for crash severity analysis near bus stops in urban areas
Crashes near bus stops in urban areas present critical safety risks for pedestrians and vehicle occupants, especially in high-traffic areas with frequent transit activity. This study investigates crash severity patterns near Texas bus stops from 2017 to 2023 using a hybrid explainable AI framework. XGBoost and Random Forest models were applied, as part of feature selection process, to identify key contributing factors, which were subsequently use…
Classifying crash severity by SAE automation level using transformer models
Toward safer micromobility
Crash (4 works) · Poison control (4 works) · Traffic and Road Safety (4 works) · Autonomous Vehicle Technology and Safety (2 works) · Injury prevention (2 works) · SAFER (2 works) · Urban Transport and Accessibility (2 works) · Assistive Technology in Communication and Mobility (1 work) · Automation (1 work) · Built environment (1 work)