Lessmann, Stefan

Benchmarking state-of-the-art classification algorithms for credit scoring: an update of research

Lessmann, S., Baesens, B., Seow, H.-V., & Thomas, L. C. (2015) · European Journal of Operational Research

Financial Distress and Bankruptcy PredictionImbalanced Data Classification Techniques

Cited by 1,284

Fairness in credit scoring: Assessment, implementation and profit implications

Kozodoi, N., Jacob, J., & Lessmann, S. (2022) · European Journal of Operational Research

Ethics and Social Impacts of AIFinancial Distress and Bankruptcy Prediction

Cited by 198

Bridging the divide in financial market forecasting: machine learners vs. financial economists

Hsu, M.-W., Lessmann, S., Sung, M.-C., Ma, T., & Johnson, J. E. V. (2016) · Expert Systems with Applications

Stock Market Forecasting MethodsFinancial Markets and Investment Strategies

Cited by 195

A reference model for customer-centric data mining with support vector machines

Lessmann, S., & Voß, S. (2009) · European Journal of Operational Research

Customer churn and segmentationData Mining and Machine Learning Applications

Cited by 86

Towards a methodology for measuring the true degree of efficiency in a speculative market

Lessmann, S., Sung, M.-C., & Johnson, J. E. V. (2011) · Journal of the Operational Research Society

Sports Analytics and PerformanceFinancial Markets and Investment Strategies

Cited by 7