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Titlebook: Information-Statistical Data Mining; Warehouse Integratio Bon K. Sy,Arjun K. Gupta Book 2004 Springer Science+Business Media New York 2004

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Information Theory & Statistics,atistics. Readers should be aware that information theory and statistics are useful mathematical tools for data mining. But there are also other approaches for data mining. For example, multivariate data visualization, and understanding the information behind the data from the structure of computati
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Statistical Association Patterns,que based on these two conceptual tools. Specifically, an information-statistical approach for discovering data patterns, and for identifying models that encapsulate the statistical behavior of the data patterns will be discussed. The utility of model identification is to support pattern-based proba
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Pattern Ordering Inference: Part II,servable variables is referred to as a general event pattern. Note that complete event-coverage pattern, which is due to an instantiation of all non- observable variables, is a special case of general event pattern. The goal of ordering general event patterns is the same as previous; namely, discove
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