11 citations · 13 across the 2 of their papers we have counts for
3 papers
cs.HC2021★ 2 cited
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models
Furui Cheng, Dongyu Liu, Fan Du +5
Machine learning (ML) is increasingly applied to Electronic Health Records (EHRs) to solve clinical prediction tasks. Although many ML models perform promisingly, issues with model…
cs.LG2020★ 11 cited
DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models
Furui Cheng, Yao Ming, Huamin Qu
With machine learning models being increasingly applied to various decision-making scenarios, people have spent growing efforts to make machine learning models more transparent and…
cs.HC2018
Pulse: Toward a Smart Campus by Communicating Real-time Wi-Fi Access Data
Aoyu Wu, Bon Kyung Ku, Furui Cheng +4
To enhance the mobility and convenience of the campus community, we designed and implemented the Pulse system, a visual interface for communicating the crowd information to the lay…