2 papers
cs.LG2024
TrafPS: A Shapley-based Visual Analytics Approach to Interpret Traffic
Zezheng Feng, Yifan Jiang, Hongjun Wang +5
Recent achievements in deep learning (DL) have shown its potential for predicting traffic flows. Such predictions are beneficial for understanding the situation and making decision…
cs.HC2024
HoLens: A Visual Analytics Design for Higher-order Movement Modeling and Visualization
Zezheng Feng, Fang Zhu, Hongjun Wang +4
Higher-order patterns reveal sequential multistep state transitions, which are usually superior to origin-destination analysis, which depicts only first-order geospatial movement p…