Internet content filtering using isotonic separation on content category ratings
ACM Transactions on Internet Technology (TOIT)
Metadata and its impact on libraries: Book Reviews
Journal of the American Society for Information Science and Technology
Soft computing system for bank performance prediction
Applied Soft Computing
Incorporating domain knowledge into data mining classifiers: An application in indirect lending
Decision Support Systems
Expert Systems with Applications: An International Journal
Failure prediction of dotcom companies using hybrid intelligent techniques
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Learning Rule Ensembles for Ordinal Classification with Monotonicity Constraints
Fundamenta Informaticae - Fundamentals of Knowledge Technology
Failure prediction of dotcom companies using neural network-genetic programming hybrids
Information Sciences: an International Journal
Reducing the probability of bankruptcy through supply chain coordination
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Fuzzy Support Vector Machine for bankruptcy prediction
Applied Soft Computing
Financial ratings with scarce information: A neural network approach
Expert Systems with Applications: An International Journal
Comparative analysis of data mining methods for bankruptcy prediction
Decision Support Systems
Learning Rule Ensembles for Ordinal Classification with Monotonicity Constraints
Fundamenta Informaticae - Fundamentals of Knowledge Technology
International Journal of Information Systems and Social Change
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A newly introduced method called isotonic separation is evaluated in the prediction of firm bankruptcy. Feature reduction methods are first applied to reduce the ratios used in the prediction. Then, various classification methods, including discriminant analysis, neural networks, decision tree induction, learning vector quantization, rough sets, and isotonic separation, are used with the reduced ratios. Experiments show that the isotonic separation method is a viable technique, performing generally better than other methods for short-term bankruptcy prediction.