Jie Sun

Publication Activity (10 Years)

Years Active: 2006-2016
Publications (10 Years): 1

Top Topics

Financial Distress

Top Venues

Appl. Soft Comput.

Int. J. Syst. Sci.

Expert Syst. J. Knowl. Eng.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Jie Sun, Hui Li, Pei-Chann Chang, Kai-Yu He
The dynamic financial distress prediction method of EBW-VSTW-SVM. Enterp. Inf. Syst. 10 (6) (2016)
Jie Sun, Hui Li, Pei-Chann Chang, Qing-Hua Huang
Dynamic credit scoring using B & B with incremental-SVM-ensemble. Kybernetes 44 (4) (2015)
Hui Li, Jun-Ling Yu, Le-An Yu, Jie Sun
The clustering-based case-based reasoning for imbalanced business failure prediction: a hybrid approach through integrating unsupervised process with supervised process. Int. J. Syst. Sci. 45 (5) (2014)
Jie Sun, Hui Li, Qing-Hua Huang, Kai-Yu He
Predicting financial distress and corporate failure: A review from the state-of-the-art definitions, modeling, sampling, and featuring approaches. Knowl. Based Syst. 57 (2014)
Hui Li, Chang-Jiang Li, Xian-Jun Wu, Jie Sun
Statistics-based wrapper for feature selection: An implementation on financial distress identification with support vector machine. Appl. Soft Comput. 19 (2014)
Jie Sun, Zhiming Shang, Hui Li
Imbalance-oriented SVM methods for financial distress prediction: a comparative study among the new SB-SVM-ensemble method and traditional methods. J. Oper. Res. Soc. 65 (12) (2014)
Hui Li, Diego Andina, Jie Sun
Multiple proportion case-basing driven CBRE and its application in the evaluation of possible failure of firms. Int. J. Syst. Sci. 44 (8) (2013)
Jie Sun, Hui Li, Hojjat Adeli
Concept Drift-Oriented Adaptive and Dynamic Support Vector Machine Ensemble With Time Window in Corporate Financial Risk Prediction. IEEE Trans. Syst. Man Cybern. Syst. 43 (4) (2013)
Hui Li, Jie Sun, Ji-Cai Li, Xiu-Ying Yan
Forecasting business failure using two-stage ensemble of multivariate discriminant analysis and logistic regression. Expert Syst. J. Knowl. Eng. 30 (5) (2013)
Hui Li, Jie Sun
Case-based reasoning ensemble and business application: A computational approach from multiple case representations driven by randomness. Expert Syst. Appl. 39 (3) (2012)
Hui Li, Jie Sun, Jian Wu, Xian-Jun Wu
Supply chain trust diagnosis (SCTD) using inductive case-based reasoning ensemble (ICBRE): The case of general competence trust diagnosis. Appl. Soft Comput. 12 (8) (2012)
Jie Sun, Hui Li
Financial distress prediction using support vector machines: Ensemble vs. individual. Appl. Soft Comput. 12 (8) (2012)
Hui Li, Jie Sun
Predicting business failure using forward ranking-order case-based reasoning. Expert Syst. Appl. 38 (4) (2011)
Jie Sun, Ming-yue Jia, Hui Li
AdaBoost ensemble for financial distress prediction: An empirical comparison with data from Chinese listed companies. Expert Syst. Appl. 38 (8) (2011)
Hui Li, Jie Sun
Empirical research of hybridizing principal component analysis with multivariate discriminant analysis and logistic regression for business failure prediction. Expert Syst. Appl. 38 (5) (2011)
Jie Sun, Hui Li
Dynamic financial distress prediction using instance selection for the disposal of concept drift. Expert Syst. Appl. 38 (3) (2011)
Jie Sun, Kai-Yu He, Hui Li
SFFS-PC-NN optimized by genetic algorithm for dynamic prediction of financial distress with longitudinal data streams. Knowl. Based Syst. 24 (7) (2011)
Hui Li, Jie Sun
Principal component case-based reasoning ensemble for business failure prediction. Inf. Manag. 48 (6) (2011)
Hui Li, Hojjat Adeli, Jie Sun, Jian-Guang Han
Hybridizing principles of TOPSIS with case-based reasoning for business failure prediction. Comput. Oper. Res. 38 (2) (2011)
Hui Li, Jie Sun
Predicting business failure using support vector machines with straightforward wrapper: A re-sampling study. Expert Syst. Appl. 38 (10) (2011)
Hui Li, Jie Sun
On performance of case-based reasoning in Chinese business failure prediction from sensitivity, specificity, positive and negative values. Appl. Soft Comput. 11 (1) (2011)
Hui Li, Young-Chan Lee, Yan-Chun Zhou, Jie Sun
The random subspace binary logit (RSBL) model for bankruptcy prediction. Knowl. Based Syst. 24 (8) (2011)
Hui Li, Hai-Bin Huang, Jie Sun, Chuang Lin
On sensitivity of case-based reasoning to optimal feature subsets in business failure prediction. Expert Syst. Appl. 37 (7) (2010)
Hui Li, Jie Sun, Jian Wu
Predicting business failure using classification and regression tree: An empirical comparison with popular classical statistical methods and top classification mining methods. Expert Syst. Appl. 37 (8) (2010)
Hui Li, Jie Sun
CBR). Comput. Oper. Res. 37 (1) (2010)
Hui Li, Jie Sun, Bo-Liang Sun
Financial distress prediction based on OR-CBR in the principle of k-nearest neighbors. Expert Syst. Appl. 36 (1) (2009)
Hui Li, Jie Sun
Gaussian case-based reasoning for business failure prediction with empirical data in China. Inf. Sci. 179 (1-2) (2009)
Hui Li, Jie Sun
Hybridizing principles of the Electre method with case-based reasoning for data mining: Electre-CBR-I and Electre-CBR-II. Eur. J. Oper. Res. 197 (1) (2009)
Jie Sun, Hui Li
Financial distress prediction based on serial combination of multiple classifiers. Expert Syst. Appl. 36 (4) (2009)
Jie Sun, Hui Li
Financial distress early warning based on group decision making. Comput. Oper. Res. 36 (3) (2009)
Hui Li, Jie Sun
Predicting business failure using multiple case-based reasoning combined with support vector machine. Expert Syst. Appl. 36 (6) (2009)
Hui Li, Jie Sun
Majority voting combination of multiple case-based reasoning for financial distress prediction. Expert Syst. Appl. 36 (3) (2009)
Hui Li, Jie Sun
Ranking-order case-based reasoning for financial distress prediction. Knowl. Based Syst. 21 (8) (2008)
Jie Sun, Hui Li
Data mining method for listed companies' financial distress prediction. Knowl. Based Syst. 21 (1) (2008)
Jie Sun, Hui Li
Listed companies' financial distress prediction based on weighted majority voting combination of multiple classifiers. Expert Syst. Appl. 35 (3) (2008)
Jie Sun, Xiao-Feng Hui
Financial Distress Prediction Based on Similarity Weighted Voting CBR. ADMA (2006)
Xiao-Feng Hui, Jie Sun
An Application of Support Vector Machine to Companies' Financial Distress Prediction. MDAI (2006)