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Ligang Zhou · Study

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Ligang Zhou

15 works· latest 2021· 2 institutionscluster: provisionalORCID 0000-0003-3714-8562

h-index15

i1015

Citations1,137

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Most cited in this library

Performance of corporate bankruptcy prediction models on imbalanced dataset: The effect of sampling methods2013 · 215 citations
Least squares support vector machines ensemble models for credit scoring2009 · 159 citations
The performance of corporate financial distress prediction models with features selection guided by domain knowledge and data mining approaches2015 · 84 citations
Bankruptcy prediction using SVM models with a new approach to combine features selection and parameter optimisation2012 · 79 citations
Credit Risk Analysis Using a Reliability-Based Neural Network Ensemble Model2006 · 76 citations

Works

15 shown

Credit risk modeling on data with two timestamps in peer-to-peer lending by gradient boosting

Applied Soft Computing·2021·4 authors

38citations

Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method

Knowledge-Based Systems·2017·3 authors

50citations

AdaBoost Models for Corporate Bankruptcy Prediction with Missing Data

Computational Economics·2016·2 authors

47citations

Predicting the listing status of Chinese listed companies with multi-class classification models

Information Sciences·2015·3 authors

62citations

The performance of corporate financial distress prediction models with features selection guided by domain knowledge and data mining approaches

Knowledge-Based Systems·2015·3 authors

84citations

Performance of corporate bankruptcy prediction models on imbalanced dataset: The effect of sampling methods

Knowledge-Based Systems·2013·1 author

215citations

Bankruptcy prediction using SVM models with a new approach to combine features selection and parameter optimisation

International Journal of Systems Science·2012·3 authors

79citations

Empirical models based on features ranking techniques for corporate financial distress prediction

Computers & Mathematics with Applications·2012·3 authors·Open access

43citations

CREDIT SCORING MODELS WITH AUC MAXIMIZATION BASED ON WEIGHTED SVM

International Journal of Information Technology & Decision Making·2009·3 authors

61citations

Least squares support vector machines ensemble models for credit scoring

Expert Systems with Applications·2009·3 authors

159citations

Credit scoring using support vector machines with direct search for parameters selection

Soft Computing·2008·3 authors

73citations

Bio-Inspired Credit Risk Analysis

Springer eBooks·2008·4 authors·book

54citations

Credit Risk Analysis Using a Reliability-Based Neural Network Ensemble Model

Lecture notes in computer science·2006·4 authors·other

76citations

Credit Risk Evaluation with Least Square Support Vector Machine

Lecture notes in computer science·2006·4 authors·other

62citations

Neural Network Metalearning for Credit Scoring

Lecture notes in computer science·2006·4 authors·other

34citations