Jie Sun

Imbalanced enterprise credit evaluation with DTE-SBD: Decision tree ensemble based on SMOTE and bagging with differentiated sampling rates

Jie Sun, Jie Lang, Hamido Fujita et al. · Information Sciences · 2017 · 374 citations

Differentiated Sampling Rates, Engineering, Data Science +8

Class-imbalanced dynamic financial distress prediction based on Adaboost-SVM ensemble combined with SMOTE and time weighting

Jie Sun, Hui Li, Hamido Fujita et al. · Information Fusion · 2019 · 332 citations

Classification Method, Engineering, Data Science +9

Dynamic financial distress prediction with concept drift based on time weighting combined with Adaboost support vector machine ensemble

Jie Sun, Hamido Fujita, Peng Chen et al. · Knowledge-Based Systems · 2016 · 171 citations

Support Vector Machine, Classification Method, Engineering +11

Predicting business failure using classification and regression tree: An empirical comparison with popular classical statistical methods and top classification mining methods

Hui Li, Jie Sun, Jian Wu · Expert Systems with Applications · 2010 · 139 citations

Engineering, Business Intelligence, Regression Tree +16

Multi-class financial distress prediction based on support vector machines integrated with the decomposition and fusion methods

Jie Sun, Hamido Fujita, Yujiao Zheng et al. · Information Sciences · 2021 · 129 citations

Data Classification, Support Vector Machine, Classification Method +12