Neural network credit scoring models

The effect of training set distributions for supervised learning artificial neural networks on classification accuracy

Information management

Using Neural Network Rule Extraction and Decision Tables for Credit-Risk Evaluation

Management Science

Neural network ensemble strategies for financial decision applications

Computers and Operations Research

A neural network classification of credit applicants in consumer credit scoring

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

Credit scoring with a data mining approach based on support vector machines

Expert Systems with Applications: An International Journal

Using neural network ensembles for bankruptcy prediction and credit scoring

Expert Systems with Applications: An International Journal

The relationship between market sentiment and equity premium: an artificial neural network analysis

International Journal of Electronic Finance

The development of a credit scoring system: a CBR approach with GA applied

CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics

Fuzzy adaptive networks in credit rating and loan approval

MATH'06 Proceedings of the 10th WSEAS International Conference on APPLIED MATHEMATICS

Separating financial from commercial customer churn: A modeling step towards resolving the conflict between the sales and credit department

Expert Systems with Applications: An International Journal

Neural nets versus conventional techniques in credit scoring in Egyptian banking

Expert Systems with Applications: An International Journal

Feature selection to diagnose a business crisis by using a real GA-based support vector machine: An empirical study

Expert Systems with Applications: An International Journal

A practical approach to credit scoring

Expert Systems with Applications: An International Journal

Credit Risk Evaluation Using Support Vector Machine with Mixture of Kernel

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II

Building Behavior Scoring Model Using Genetic Algorithm and Support Vector Machines

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II

A Two-Phase Model Based on SVM and Conjoint Analysis for Credit Scoring

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II

An Improved SVM Based on 1-Norm for Selection of Personal Credit Scoring Index System

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III

An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring

Expert Systems with Applications: An International Journal

Constructing a reassigning credit scoring model

Expert Systems with Applications: An International Journal

Predicting bank financial failures using neural networks, support vector machines and multivariate statistical methods: A comparative analysis in the sample of savings deposit insurance fund (SDIF) transferred banks in Turkey

Expert Systems with Applications: An International Journal

Estimating the utility value of individual credit card delinquents

Expert Systems with Applications: An International Journal

A study of applying data mining approach to the information disclosure for Taiwan's stock market investors

Expert Systems with Applications: An International Journal

Diversity of ability and cognitive style for group decision processes

Information Sciences: an International Journal

The individual borrowers recognition: Single and ensemble trees

Expert Systems with Applications: An International Journal

Consumer credit scoring models with limited data

Expert Systems with Applications: An International Journal

Integrating nonlinear graph based dimensionality reduction schemes with SVMs for credit rating forecasting

Expert Systems with Applications: An International Journal

Prediction model building with clustering-launched classification and support vector machines in credit scoring

Expert Systems with Applications: An International Journal

Mining the customer credit using hybrid support vector machine technique

Expert Systems with Applications: An International Journal

The consumer loan default predicting model - An application of DEA-DA and neural network

Expert Systems with Applications: An International Journal

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

Expert Systems with Applications: An International Journal

An Analysis of Support Vector Machines for Credit Risk Modeling

Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance

A data driven ensemble classifier for credit scoring analysis

Expert Systems with Applications: An International Journal

Mining the customer credit using classification and regression tree and multivariate adaptive regression splines

Computational Statistics & Data Analysis

Credit rating by hybrid machine learning techniques

Applied Soft Computing

Integration of heterogeneous models to predict consumer behavior

Expert Systems with Applications: An International Journal

Multiple classifier application to credit risk assessment

Expert Systems with Applications: An International Journal

Cost-Sensitive Learning Vector Quantization for Financial Distress Prediction

EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence

Credit-based network management

COMSNETS'09 Proceedings of the First international conference on COMmunication Systems And NETworks

The role of temporal feature extraction and bagging of MLP neural networks for solving the WCCI 2008 ford classification challenge

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Mining the Generation Xers' job attitudes by artificial neural network and decision tree-empirical evidence in Taiwan

Expert Systems with Applications: An International Journal

Mining the breast cancer pattern using artificial neural networks and multivariate adaptive regression splines

Expert Systems with Applications: An International Journal

Building credit scoring models using genetic programming

Expert Systems with Applications: An International Journal

Artificial neural networks in reorganization outcome and investment of distressed firms: The Taiwanese case

Expert Systems with Applications: An International Journal

Predicting multilateral trade credit risks: comparisons of Logit and Fuzzy Logic models using ROC curve analysis

Expert Systems with Applications: An International Journal

A two-stage hybrid credit scoring model using artificial neural networks and multivariate adaptive regression splines

Expert Systems with Applications: An International Journal

Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters

Expert Systems with Applications: An International Journal

Hybrid mining approach in the design of credit scoring models

Expert Systems with Applications: An International Journal

Neural networks analysis in business failure prediction of Chinese importers: A between-countries approach

Expert Systems with Applications: An International Journal

Managing loan customers using misclassification patterns of credit scoring model

Expert Systems with Applications: An International Journal

The evaluation of consumer loans using support vector machines

Expert Systems with Applications: An International Journal

A GAs based approach for mining breast cancer pattern

Expert Systems with Applications: An International Journal

A comparison of traditional and Simple Artificial Immune System (SAIS) techniques in consumer credit scoring

International Journal of Artificial Intelligence and Soft Computing

Combination of feature selection approaches with SVM in credit scoring

Expert Systems with Applications: An International Journal

Credit rating method with heterogeneous information

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

Fuzzy rough set and information entropy based feature selection for credit scoring

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 6

Credit risk measurement and early warning of SMEs: An empirical study of listed SMEs in China

Decision Support Systems

Behavioral assessment of recoverable credit of retailer's customers

Information Sciences: an International Journal

Vertical bagging decision trees model for credit scoring

Expert Systems with Applications: An International Journal

An analytic approach to select data mining for business decision

Expert Systems with Applications: An International Journal

A comparative assessment of ensemble learning for credit scoring

Expert Systems with Applications: An International Journal

An application of element oriented analysis based credit scoring

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects

Business intelligence for delinquency risk management via cox regression

PKAW'10 Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services

Performance assessment of data mining methods for loan granting decisions: a preliminary study

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

A data mining framework for detecting subscription fraud in telecommunication

Engineering Applications of Artificial Intelligence

An empirical study of classification algorithm evaluation for financial risk prediction

Applied Soft Computing

Fuzzy Support Vector Machine for bankruptcy prediction

Applied Soft Computing

Hybrid credit ranking intelligent system using expert system and artificial neural networks

Applied Intelligence

Learning without default: a study of one-class classification and the low-default portfolio problem

AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science

Domain driven data mining for unavailability estimation of electrical power grids

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II

Using Gaussian process based kernel classifiers for credit rating forecasting

Expert Systems with Applications: An International Journal

Neighborhood rough set and SVM based hybrid credit scoring classifier

Expert Systems with Applications: An International Journal

Neural network classifers in arrears management

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

Using data mining to improve assessment of credit worthiness via credit scoring models

Expert Systems with Applications: An International Journal

A genetic algorithm-based approach to cost-sensitive bankruptcy prediction

Expert Systems with Applications: An International Journal

A hybrid approach to integrate genetic algorithm into dual scoring model in enhancing the performance of credit scoring model

Expert Systems with Applications: An International Journal

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

Expert Systems with Applications: An International Journal

Decision tree-based technology credit scoring for start-up firms: Korean case

Expert Systems with Applications: An International Journal

An artificial immune classifier for credit scoring analysis

Applied Soft Computing

Two credit scoring models based on dual strategy ensemble trees

Knowledge-Based Systems

A hybrid ensemble approach for enterprise credit risk assessment based on Support Vector Machine

Expert Systems with Applications: An International Journal

Computational time reduction for credit scoring: An integrated approach based on support vector machine and stratified sampling method

Expert Systems with Applications: An International Journal

An integrated data mining model for customer credit evaluation

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part III

An optimization methodology for machine learning strategies and regression problems in ballistic impact scenarios

Applied Intelligence

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

Expert Systems with Applications: An International Journal

Efficient and effective classification of creditworthiness using ant colony optimization

Proceedings of the 50th Annual Southeast Regional Conference

Modelling credit rating by fuzzy adaptive network

Mathematical and Computer Modelling: An International Journal

Credit risk evaluation using a weighted least squares SVM classifier with design of experiment for parameter selection

Expert Systems with Applications: An International Journal

Credit scoring models for the microfinance industry using neural networks: Evidence from Peru

Expert Systems with Applications: An International Journal

A Bayesian latent variable model with classification and regression tree approach for behavior and credit scoring

Knowledge-Based Systems

A personalized trustworthy seller recommendation in an open market

Expert Systems with Applications: An International Journal

Quantitative credit risk assessment using support vector machines: Broad versus Narrow default definitions

Expert Systems with Applications: An International Journal

Assessing scorecard performance: A literature review and classification

Expert Systems with Applications: An International Journal

Improving the management of microfinance institutions by using credit scoring models based on Statistical Learning techniques

Expert Systems with Applications: An International Journal

Machine learning-based classifiers ensemble for credit risk assessment

International Journal of Electronic Finance

Impact of noise on credit risk prediction: Does data quality really matter?

Intelligent Data Analysis