67 citations · 106 across the 6 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.AI2015★ 27 cited
From Observational Studies to Causal Rule Mining
Jiuyong Li, Thuc Duy Le, Lin Liu +4
Randomised controlled trials (RCTs) are the most effective approach to causal discovery, but in many circumstances it is impossible to conduct RCTs. Therefore observational studies…
cs.AI2015★ 67 cited
Causal Decision Trees
Jiuyong Li, Saisai Ma, Thuc Duy Le +2
Uncovering causal relationships in data is a major objective of data analytics. Causal relationships are normally discovered with designed experiments, e.g. randomised controlled t…
cs.AI2015
Mining Combined Causes in Large Data Sets
Saisai Ma, Jiuyong Li, Lin Liu +1
In recent years, many methods have been developed for detecting causal relationships in observational data. Some of them have the potential to tackle large data sets. However, thes…