28 citations · 152 across the 19 of their papers we have counts for
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cs.AI2018★ 12 cited
A Unified View of Causal and Non-causal Feature Selection
Kui Yu, Lin Liu, Jiuyong Li
In this paper, we aim to develop a unified view of causal and non-causal feature selection methods. The unified view will fill in the gap in the research of the relation between th…
cs.AI2018★ 6 cited
Discovering Markov Blanket from Multiple interventional Datasets
Kui Yu, Lin Liu, Jiuyong Li
In this paper, we study the problem of discovering the Markov blanket (MB) of a target variable from multiple interventional datasets. Datasets attained from interventional experim…