Speaker: Chair Professor Min Xie, City University of Hong Kong, Hong Kong, China           

Title: AI systems – some challenging issues from systems engineering perspective

Language: Chinese 

Time & Venue: 2024.12.26 10:00-11:00  数学院南楼N202

Abstract: Driven by the rapid advancements in AI and data science, intelligent systems are becoming increasingly prevalent in both industry and daily life. However, analyzing and enhancing the reliability and safety of these systems presents significant challenges. In this talk, we will share insights from our research, examining these issues from a systems engineering perspective. Intelligent systems depend on vast amounts of data, which can be impacted by factors such as measurement accuracy, sensor reliability, and environmental uncertainties. We will discuss various strategies to tackle these challenges, including methods for ensuring data quality, robust sensor fusion techniques, uncertainty quantification, and comprehensive system-level verification and validation.