Model-Based Anomaly Detection Approaches

Many data sets are described by models that may capture the underlying processes that lead to generation of data, describing a presumed functional or relational relationship between relevant variables. Such models permit comprehension and concise description of the data sets, facilitating identification of data points that are not consistent with such a description.

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