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An integrated, generic approach to pattern mining: data mining template library
2008
Data mining and knowledge discovery
Frequent pattern mining (FPM) is an important data mining paradigm to extract informative patterns like itemsets, sequences, trees, and graphs. However, no practical framework for integrating the FPM tasks has been attempted. In this paper, we describe the design and implementation of the Data Mining Template Library (DMTL) for FPM. DMTL utilizes a generic data mining approach, where all aspects of mining are controlled via a set of properties. It uses a novel pattern property hierarchy to
doi:10.1007/s10618-008-0098-x
fatcat:7ffj62b7zjgnzgrl3jzjb5655a