Bankruptcy prediction using neural networks

Opening the neural network black box: an algorithm for extracting rules from function approximating artificial neural networks

ICIS '00 Proceedings of the twenty first international conference on Information systems

Supporting ordinal four-state classification decisions using neural networks

Information Technology and Management

A decision support tool for allocating hospital bed resources and determining required acuity of care

Decision Support Systems

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

Information management

A hybrid case-based reasoning approach to business failure prediction

Design and application of hybrid intelligent systems

Credit rating analysis with support vector machines and neural networks: a market comparative study

Decision Support Systems - Special issue: Data mining for financial decision making

An application of pattern recognition on scoring Chinese corporations financial conditions based on backpropagation neural network

Computers and Operations Research

Neural and Wavelet Network Models for Financial Distress Classification

Data Mining and Knowledge Discovery

Genetic programming for the prediction of insolvency in non-life insurance companies

Computers and Operations Research

Dynamics of modeling in data mining: interpretive approach to bankruptcy prediction

Journal of Management Information Systems - Special section: Data mining

Automated criminal link analysis based on domain knowledge: Research Articles

Journal of the American Society for Information Science and Technology

A neural clustering and classification system for sales forecasting of new apparel items

Applied Soft Computing

A boosting approach for corporate failure prediction

Applied Intelligence

Soft computing system for bank performance prediction

Applied Soft Computing

Analysing company performance using templates

Intelligent Data Analysis

An agent-based decision support system for wholesale electricity market

Decision Support Systems

Data mining from 1994 to 2004: an application-orientated review

International Journal of Business Intelligence and Data Mining

Prediction of corporate financial health by Artificial Neural Network

International Journal of Electronic Finance

Bankruptcy forecasting: An empirical comparison of AdaBoost and neural networks

Decision Support Systems

Two-level trust-based decision model for information assurance in a virtual organization

Decision Support Systems

Predictive model of insolvency risk for Australian corporations

AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70

Early bankruptcy prediction using ENPC

Applied Intelligence

Threshold accepting trained principal component neural network and feature subset selection: Application to bankruptcy prediction in banks

Applied Soft Computing

Fuzzy ARTMAP Neural Network for Classifying the Financial Health of a Firm

IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence

The Integrated Methodology of KPCA and Wavelet Support Vector Machine for Predicting Financial Distress

ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications

Efficient prediction of exchange rates with low complexity artificial neural network models

Expert Systems with Applications: An International Journal

Review: Neural networks and statistical techniques: A review of applications

Expert Systems with Applications: An International Journal

Ranking-order case-based reasoning for financial distress prediction

Knowledge-Based Systems

Gaussian case-based reasoning for business failure prediction with empirical data in China

Information Sciences: 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

Analysis of healthcare coverage: A data mining approach

Expert Systems with Applications: An International Journal

Diversity of ability and cognitive style for group decision processes

Information Sciences: an International Journal

Majority voting combination of multiple case-based reasoning for financial distress prediction

Expert Systems with Applications: An International Journal

Failure prediction of dotcom companies using hybrid intelligent techniques

Expert Systems with Applications: An International Journal

A binary classification method for bankruptcy prediction

Expert Systems with Applications: An International Journal

Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach

Applied Soft Computing

Alternative diagnosis of corporate bankruptcy: A neuro fuzzy approach

Expert Systems with Applications: An International Journal

Predicting business failure using multiple case-based reasoning combined with support vector machine

Expert Systems with Applications: An International Journal

Applying enhanced data mining approaches in predicting bank performance: A case of Taiwanese commercial banks

Expert Systems with Applications: An International Journal

Privacy preservation in data mining using hybrid perturbation methods: an application to bankruptcy prediction in banks

International Journal of Data Analysis Techniques and Strategies

Financial implications of artificial Neural Networks in automobile insurance underwriting

International Journal of Electronic Finance

Business failure prediction using hybrid2 case-based reasoning (H2CBR)

Computers and Operations Research

A cross model study of corporate financial distress prediction in Taiwan: Multiple discriminant analysis, logit, probit and neural networks models

Neurocomputing

A hybrid approach of DEA, rough set and support vector machines for business failure prediction

Expert Systems with Applications: An International Journal

Comparing four bankruptcy prediction models: Logit, quadratic interval logit, neural and fuzzy neural networks

Expert Systems with Applications: An International Journal

Financial performance analysis of US and world telecommunications companies: Importance of Information Technology in the telecommunications industry after the AT&T breakup and the NTT divestiture

Decision Support Systems

A comparison of supervised and unsupervised neural networks in predicting bankruptcy of Korean firms

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

Failure prediction of dotcom companies using neural network-genetic programming hybrids

Information Sciences: an International Journal

An evolution-based approach with modularized evaluations to forecast financial distress

Knowledge-Based Systems

On sensitivity of case-based reasoning to optimal feature subsets in business failure prediction

Expert Systems with Applications: An International Journal

Predicting bankruptcy using neural networks and other classification methods: The influence of variable selection techniques on model accuracy

Neurocomputing

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

Decision Support Systems

Differential evolution trained radial basis function network: application to bankruptcy prediction in banks

International Journal of Bio-Inspired Computation

A comparative analysis of machine learning techniques for student retention management

Decision Support Systems

Financial distress prediction in banks using Group Method of Data Handling neural network, counter propagation neural network and fuzzy ARTMAP

Knowledge-Based Systems

Understanding consumer heterogeneity: A business intelligence application of neural networks

Knowledge-Based Systems

The use of hybrid manifold learning and support vector machines in the prediction of business failure

Knowledge-Based Systems

From linear to non-linear kernel based classifiers for bankruptcy prediction

Neurocomputing

Predicting business failure using forward ranking-order case-based reasoning

Expert Systems with Applications: An International Journal

Effectiveness of different target coding schemes on networks in financial engineering

ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II

Predicting business failure using support vector machines with straightforward wrapper: A re-sampling study

Expert Systems with Applications: An International Journal

Aggregating multiple classification results using Choquet integral for financial distress early warning

Expert Systems with Applications: An International Journal

A modified directional distance formulation of DEA to assess bankruptcy: An application to IT/ITES companies in India

Expert Systems with Applications: An International Journal

A methodology for comparing classification methods through the assessment of model stability and validity in variable selection

Decision Support Systems

Comparative analysis of data mining methods for bankruptcy prediction

Decision Support Systems

An analytic approach to better understanding and management of coronary surgeries

Decision Support Systems

Toward global optimization of ANN supported by instance selection for financial forecasting

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

MCELCCh-FDP: Financial distress prediction with classifier ensembles based on firm life cycle and Choquet integral

Expert Systems with Applications: An International Journal

Optimization of forecasting supply chain management sustainable collaboration using hybrid artificial neural network

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III

Multiple criteria linear programming data mining approach: an application for bankruptcy prediction

CASDMKM'04 Proceedings of the 2004 Chinese academy of sciences conference on Data Mining and Knowledge Management

Polynomial pipelined neural network and its application to financial time series prediction

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence

Empirical models based on features ranking techniques for corporate financial distress prediction

Computers & Mathematics with Applications

Performance of corporate bankruptcy prediction models on imbalanced dataset: The effect of sampling methods

Knowledge-Based Systems

Particle swarm optimization trained auto associative neural networks used as single class classifier

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing

Measuring firm performance using financial ratios: A decision tree approach

Expert Systems with Applications: An International Journal

Data Mining using Advanced Ant Colony Optimization Algorithm and Application to Bankruptcy Prediction

International Journal of Information Systems and Social Change

Evaluation and aggregation of pay-as-you-drive insurance rate factors: A classification analysis approach

Decision Support Systems

Hybrid classification and regression models via particle swarm optimization auto associative neural network based nonlinear PCA

International Journal of Hybrid Intelligent Systems