of classification rules. Using SPS, one can define measures for the performance of classifiers w.r.t. goodness concepts …, we are interested in assessing the reliability of classification rules when used for proceeding interpretation of the … comparison of classification methods in a simulation study to analyse the following problem: Given a medium number of predictors …

Knowledge management is essential to modern organizations. Due to the information overload problem, mangers are facing …. Using a patent classification task as an example, we represent knowledge evolution processes with patent citations and … experimental study, our proposed approach shows more than 30% improvement in classification accuracy compared to traditional …

a structured supervised classification task. Specifically, we provide a framework for supervised classification where … of chat data and decision data is an ideal precondition for supervised classification, but that experimental data present … that systematically investigates various classification setups to maximize predictive performance in small datasets from …