Performance Assessment of Logistic Regression (LR), Artificial Neural Network (ANN), Fuzzy Inference System (FIS) and Adaptive Neuro-Fuzzy System (ANFIS) in Predicting Default Probability: The Case of a Tunisian Islamic Bank

Two-stage credit scoring using Bayesian approach

(2022) Sunghyon Kyeong et al.   Journal of Big Data

Credit scoring methods: Latest trends and points to consider

(2022) Anton Markov et al.   Journal of Finance and Data Science

Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects

(2021) Elena Dumitrescu et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Transparency, auditability, and explainability of machine learning models in credit scoring

(2021) Michael Bücker et al.   JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY

A Longitudinal Systematic Review of Credit Risk Assessment and Credit Default Predictors

(2021) Büşra Alma Çallı et al.   SAGE Open

A two-stage fuzzy neural approach for credit risk assessment in a Brazilian credit card company

(2020) Diego Paganoti Fonseca et al.   APPLIED SOFT COMPUTING

Statistical and machine learning models in credit scoring: A systematic literature survey

(2020) Xolani Dastile et al.   APPLIED SOFT COMPUTING

Optimizing hyper-parameters of neural networks with swarm intelligence: A novel framework for credit scoring

(2020) Runchi Zhang et al.   PLoS One

Explainable Machine Learning in Credit Risk Management

(2020) Niklas Bussmann et al.   Computational Economics

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

(2019) Lkhagvadorj Munkhdalai et al.   Sustainability

Dynamic ensemble classification for credit scoring using soft probability

(2018) Xiaodong Feng et al.   APPLIED SOFT COMPUTING

Systematic review of bankruptcy prediction models: Towards a framework for tool selection

(2018) Hafiz A. Alaka et al.   EXPERT SYSTEMS WITH APPLICATIONS

Loan evaluation in P2P lending based on Random Forest optimized by genetic algorithm with profit score

(2018) Xin Ye et al.   Electronic Commerce Research and Applications

A novel multi-stage hybrid model with enhanced multi-population niche genetic algorithm: An application in credit scoring

(2018) Wenyu Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A comparative study on base classifiers in ensemble methods for credit scoring

(2017) Joaquín Abellán 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

Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

(2015) Hong Wang et al.   PLoS One

An insight into the experimental design for credit risk and corporate bankruptcy prediction systems

(2014) Vicente García et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

Modeling credit scoring using neural network ensembles

(2014) Chih-Fong Tsai et al.   KYBERNETES

Bat algorithm: a novel approach for global engineering optimization

(2013) Xin‐She Yang et al.   ENGINEERING COMPUTATIONS

Imbalance-oriented SVM methods for financial distress prediction: a comparative study among the new SB-SVM-ensemble method and traditional methods

(2013) Jie Sun et al.   JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY

An empirical comparison of conventional techniques, neural networks and the three stage hybrid Adaptive Neuro Fuzzy Inference System (ANFIS) model for credit scoring analysis: The case of Turkish credit card data

(2012) Soner Akkoç   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

An experimental comparison of classification algorithms for imbalanced credit scoring data sets

(2011) Iain Brown et al.   EXPERT SYSTEMS WITH APPLICATIONS

Modeling and Simulation of an Adaptive Neuro-Fuzzy Inference System (ANFIS) for Mobile Learning

(2011) Ahmed Al-Hmouz et al.   IEEE Transactions on Learning Technologies

Subagging for credit scoring models

(2009) Giuseppe Paleologo et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Genetic programming for credit scoring: The case of Egyptian public sector banks

(2009) Hussein A. Abdou   EXPERT SYSTEMS WITH APPLICATIONS

A data driven ensemble classifier for credit scoring analysis

(2009) Nan-Chen Hsieh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power

(2009) Salvador García et al.   INFORMATION SCIENCES

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

Neural networks and statistical techniques: A review of applications

(2007) Mukta Paliwal et al.   EXPERT SYSTEMS WITH APPLICATIONS