Ligang Zhou

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

Ligang Zhou · Knowledge-Based Systems · 2013 · 211 citations

Imbalanced Dataset, Quantitative Management, Financial Data +12

Least squares support vector machines ensemble models for credit scoring

Ligang Zhou, Kin Keung Lai, Lean Yu · Expert Systems with Applications · 2009 · 160 citations

Support Vector Machine, Classification Method, Engineering +10

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

Ligang Zhou, Dong Lu, Hamido Fujita · Knowledge-Based Systems · 2015 · 83 citations

Data Mining Approaches, Business Intelligence, Data Mining +15

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

Ligang Zhou, Kin Keung Lai, Jerome Yen · International Journal of Systems Science · 2012 · 80 citations

Search Optimization, Support Vector Machine, Classification Method +15

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

Ligang Zhou, Kin Keung Lai, Lean Yu · Soft Computing · 2008 · 75 citations

Engineering, Machine Learning, Credit Score +16