Shikhar Vashistha
Biographic Data
| ID | 10054977 |
|---|---|
| NAME | Shikhar Vashistha |
| GIVEN NAMES | Shikhar |
| FAMILY NAME | Vashistha |
| SIGNATURE | VASHISTHA S |
| AFFILIATIONS | Indian Institute of Technology Roorkee |
| ORCID | 0009-0006-6420-950X |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Selective State-Focused Graph Attention Networks for Multihorizon Traffic Forecasting
Traffic forecasting plays an important role in minimizing travel delays and enhancing road safety by using historical and real-time data to predict future traffic conditions. However, current state-of-the-art methods using graph representational learning fail to model localized complex and dynamic spatio–temporal relationships. Also, they struggle with segmenting long, context-aware traffic sequences, which are crucial for accurate forecasting. T…
No prominent works on this page.
Selective State-Focused Graph Attention Networks for Multihorizon Traffic Forecasting
Traffic forecasting plays an important role in minimizing travel delays and enhancing road safety by using historical and real-time data to predict future traffic conditions. However, current state-of-the-art methods using graph representational learning fail to model localized complex and dynamic spatio–temporal relationships. Also, they struggle with segmenting long, context-aware traffic sequences, which are crucial for accurate forecasting. T…
Attention network (1 work) · Data modeling (1 work) · Graph (1 work) · Network traffic simulation (1 work) · Neural Networks and Applications (1 work) · Time Series Analysis and Forecasting (1 work) · Traffic congestion (1 work) · Traffic congestion reconstruction with Kerner's three-phase theory (1 work) · Traffic generation model (1 work) · Traffic Prediction and Management Techniques (1 work)