An Empirical Comparison of Machine-Learning Methods on Bank Client Credit Assessments

P2P Network Lending, Loss Given Default and Credit Risks

(2018) Guangyou Zhou et al.   Sustainability

An Empirical Research on Bank Client Credit Assessments

(2018) Quan Chen et al.   Sustainability

A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring

(2017) Yufei Xia et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classifiers consensus system approach for credit scoring

(2016) Maher Ala'raj et al.   KNOWLEDGE-BASED SYSTEMS

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

(2015) Stefan Lessmann et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A THREE-STAGE FEATURE SELECTION USING QUADRATIC PROGRAMMING FOR CREDIT SCORING

(2013) Bouaguel Waad et al.   APPLIED ARTIFICIAL INTELLIGENCE

Consumer credit risk: Individual probability estimates using machine learning

(2013) Jochen Kruppa et al.   EXPERT SYSTEMS WITH APPLICATIONS

Genetic algorithm-based heuristic for feature selection in credit risk assessment

(2013) Stjepan Oreski et al.   EXPERT SYSTEMS WITH APPLICATIONS

A better Beta for the H measure of classification performance

(2013) D.J. Hand et al.   PATTERN RECOGNITION LETTERS

A new variable selection approach using Random Forests

(2012) A. Hapfelmeier et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Orthogonal support vector machine for credit scoring

(2012) Lu Han et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

ARTIFICIAL METAPLASTICITY NEURAL NETWORK APPLIED TO CREDIT SCORING

(2011) ALEXIS MARCANO-CEDEÑO et al.   International Journal of Neural Systems

Two credit scoring models based on dual strategy ensemble trees

(2011) Gang Wang et al.   KNOWLEDGE-BASED SYSTEMS

A hybrid neural network approach for credit scoring

(2010) Chun-Ling Chuang et al.   EXPERT SYSTEMS

Combination of feature selection approaches with SVM in credit scoring

(2009) Fei-Long Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Partial Logistic Artificial Neural Network for Competing Risks Regularized With Automatic Relevance Determination

(2009) P.J.G. Lisboa et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Evolutionary-based feature selection approaches with new criteria for data mining: A case study of credit approval data

(2008) Chia-Ming Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Support vector machines for credit scoring and discovery of significant features

(2008) Tony Bellotti et al.   EXPERT SYSTEMS WITH APPLICATIONS

The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients

(2008) I-Cheng Yeh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Neural nets versus conventional techniques in credit scoring in Egyptian banking

(2007) Hussein Abdou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Constructing a reassigning credit scoring model

(2007) Chun-Ling Chuang et al.   EXPERT SYSTEMS WITH APPLICATIONS