1 code implementation • 13 May 2024 • Shuo Liu, Di Yao, Lanting Fang, Zhetao Li, Wenbin Li, Kaiyu Feng, XiaoWen Ji, Jingping Bi
With the evolving of time, the types of anomaly edges are emerging and the labeled anomaly samples are few for each type.
no code implementations • 17 Mar 2023 • Chang Gong, Di Yao, Chuzhe Zhang, Wenbin Li, Jingping Bi
Existing causal discovery works can be divided into two highly correlated categories according to whether the temporal data is calibrated, ie, multivariate time series causal discovery, and event sequence causal discovery.
no code implementations • 21 Dec 2021 • Di Yao, Chang Gong, Lei Zhang, Sheng Chen, Jingping Bi
Existing methods first train a model to predict the conversion probability of the advertisement journeys with historical data and calculate the attribution of each touchpoint using counterfactual predictions.