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

European Journal of Operational Research · 2015 · Vol. 247(1) · pp. 124–136
Stefan LessmannBart BaesensHsin‐Vonn SeowLyn C. Thomas
Financial Distress and Bankruptcy PredictionImbalanced Data Classification TechniquesArtificial Intelligence in HealthcareBenchmarkingBalanced scorecardComputer scienceMachine learningArtificial intelligenceAlgorithmData miningProcess managementBusinessMarketing
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References
Logistic Model Trees
Machine Learning · 2005 · 1,210 citations
Benchmarking state-of-the-art classification algorithms for credit scoring
Journal of the Operational Research Society · 2003 · 866 citations
Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review
European Journal of Operational Research · 2006 · 1,058 citations
Credit scoring with a data mining approach based on support vector machines
Expert Systems with Applications · 2006 · 805 citations
Extreme learning machine: Theory and applications
Neurocomputing · 2006 · 13,038 citations
Reinforcement Learning: An Introduction
IEEE Transactions on Neural Networks · 2005 · 25,702 citations
Combining Pattern Classifiers: Methods and Algorithms
Technometrics · 2005 · 3,234 citations
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