19 citations · 33 across the 4 of their papers we have counts for
4 papers
Causal Inference Based Single-branch Ensemble Trees For Uplift Modeling
Fanglan Zheng, Menghan Wang, Kun Li +2
In this manuscript (ms), we propose causal inference based single-branch ensemble trees for uplift modeling, namely CIET. Different from standard classification methods for predict…
A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring
Fanglan Zheng, Erihe, Kun Li +2
With the success of big data and artificial intelligence in many fields, the applications of big data driven models are expected in financial risk management especially credit scor…
A Federated F-score Based Ensemble Model for Automatic Rule Extraction
Kun Li, Fanglan Zheng, Jiang Tian +1
In this manuscript, we propose a federated F-score based ensemble tree model for automatic rule extraction, namely Fed-FEARE. Under the premise of data privacy protection, Fed-FEAR…
Sequential Behavioral Data Processing Using Deep Learning and the Markov Transition Field in Online Fraud Detection
Ruinan Zhang, Fanglan Zheng, Wei Min
Due to the popularity of the Internet and smart mobile devices, more and more financial transactions and activities have been digitalized. Compared to traditional financial fraud d…