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- W1520395827 abstract "Frequent Pattern Mining (FPM) is a very powerful paradigm for mining informative and useful patterns in massive, complex datasets. In this paper we propose the Data Mining Template Library, a collection of generic containers and algorithms for data mining, as well as persistency and database management classes. DMTL provides a systematic solution to a whole class of common FPM tasks like itemset, sequence, tree and graph mining. DMTL is extensible, scalable, and high-performance for rapid response on massive datasets. A detailed set of experiments show that DMTL is competitive with special purpose algorithms designed for a particular pattern type, especially as database sizes increase." @default.
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- W1520395827 date "2006-01-01" @default.
- W1520395827 modified "2023-09-24" @default.
- W1520395827 title "Generic Pattern Mining Via Data Mining Template Library" @default.
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- W1520395827 doi "https://doi.org/10.1007/11615576_17" @default.
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