A new hybrid ensemble model with voting-based outlier detection and balanced sampling for credit scoring

A novel ensemble classification model based on neural networks and a classifier optimisation technique for imbalanced credit risk evaluation

(2019) Feng Shen et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Cost-sensitive semi-supervised selective ensemble model for customer credit scoring

(2019) Jin Xiao et al.   KNOWLEDGE-BASED SYSTEMS

Preventing undesirable behavior of intelligent machines

(2019) Philip S. Thomas et al.   SCIENCE

A novel ensemble method for credit scoring: Adaption of different imbalance ratios

(2018) Hongliang He et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classifier selection and clustering with fuzzy assignment in ensemble model for credit scoring

(2018) Haoting Zhang et al.   NEUROCOMPUTING

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

Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction

(2018) Vicente García et al.   Information Fusion

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

(2017) Joaquín Abellán et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

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

Optimization of cluster-based evolutionary undersampling for the artificial neural networks in corporate bankruptcy prediction

(2016) Hyun-Jung Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classifiers consensus system approach for credit scoring

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

System Identification in Presence of Outliers

(2016) Chao Yu et al.   IEEE Transactions on Cybernetics

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

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

Bankruptcy prediction for Russian companies: Application of combined classifiers

(2013) Elena Fedorova et al.   EXPERT SYSTEMS WITH APPLICATIONS

Assessing methodologies for intelligent bankruptcy prediction

(2012) Efstathios Kirkos   ARTIFICIAL INTELLIGENCE REVIEW

A case-based reasoning model that uses preference theory functions for credit scoring

(2012) Sanja Vukovic et al.   EXPERT SYSTEMS WITH APPLICATIONS

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

(2009) Chris Seiffert et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

CLASSIFICATION OF IMBALANCED DATA: A REVIEW

(2009) YANMIN SUN et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

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