3 papers
cs.CV2026
Modeling and Measuring Redundancy in Multisource Multimodal Data for Autonomous Driving
Yuhan Zhou, Mehri Sattari, Haihua Chen +1
Next-generation autonomous vehicles (AVs) rely on large volumes of multisource and multimodal () data to support real-time decision-making. In practice, data quality (DQ) vari…
cs.SI2025
Disaster Informatics after the COVID-19 Pandemic: Bibliometric and Topic Analysis based on Large-scale Academic Literature
Ngan Tran, Haihua Chen, Ana Cleveland +1
This study presents a comprehensive bibliometric and topic analysis of the disaster informatics literature published between January 2020 to September 2022. Leveraging a large-scal…
cs.CV2025
A Novel Multi-layer Task-centric and Data Quality Framework for Autonomous Driving
Yuhan Zhou, Haihua Chen, Kewei Sha
The next-generation autonomous vehicles (AVs), embedded with frequent real-time decision-making, will rely heavily on a large volume of multisource and multimodal data. In real-wor…