111 citations · 568 across the 40 of their papers we have counts for
4 papers · 1 filter
PC-Fairness: A Unified Framework for Measuring Causality-based Fairness
Yongkai Wu, Lu Zhang, Xintao Wu +1
A recent trend of fair machine learning is to define fairness as causality-based notions which concern the causal connection between protected attributes and decisions. However, on…
EcoLens: Visual Analysis of Urban Region Dynamics Using Traffic Data
Zhuochen Jin, Nan Cao, Yang Shi +2
The rapid development of urbanization during the past decades has significantly improved people's lives but also introduced new challenges on effective functional urban planning an…
Visual Analytics of Anomalous User Behaviors: A Survey
Yang Shi, Yuyin Liu, Hanghang Tong +3
The increasing accessibility of data provides substantial opportunities for understanding user behaviors. Unearthing anomalies in user behaviors is of particular importance as it h…
From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort
Rui Zhang, Luca Giancardo, Danilo A. Pena +3
In this paper, we studied the association between the change of structural brain volumes to the potential development of Alzheimer's disease (AD). Using a simple abstraction techni…