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Titlebook: Data Mining; Special Issue in Ann Robert Stahlbock,Sven F. Crone,Stefan Lessmann Book 2010 Springer-Verlag US 2010 Business Intelligence.Te

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Karl H. Hofmann,Paul S. Mostertnd externally to collaborate with external partners, suppliers, or customers. The holistic support of internal business processes and external relationships by means of IS has, in turn, led to the vast growth of internal and external data being stored and processed within corporate environments.
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Co in Ultraluminous and High Z Galaxiespulation. Results show that 19% of the customers can be considered loyal. Finally, a set of validation tasks using data about in-store minutes charges for prepaid cell phones and distribution of products is presented.
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Predicting Customer Loyalty Labels in a Large Retail Database: A Case Study in Chilepulation. Results show that 19% of the customers can be considered loyal. Finally, a set of validation tasks using data about in-store minutes charges for prepaid cell phones and distribution of products is presented.
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Response-Based Segmentation Using Finite Mixture Partial Least Squarese differentiated analytical outcomes that permit more precise interpretations of each segment formed. An application on a large data set in an example of the American customer satisfaction index (ACSI) substantiates the methodology’s effectiveness in evaluating PLS path modeling results.
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Building Acceptable Classification Modelsains where previously such models are deemed too theoretical and incomprehensible. As such, new opportunities emerge for data mining. A classification model that is accurate, comprehensible, and intuitive is defined as acceptable for implementation.
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Classification Techniques and Error Control in Logic Miningunder the hypothesis that such a choice would identify simple models with good predictive power. This procedure has been applied to a wide range of well-known data sets to evaluate to what extent our results confirm this hypothesis; its performances are then compared with those of competing methods.
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