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- W4386309467 abstract "Association rules are one of the most used data mining techniques. The first proposals have considered relations over time in different ways, resulting in the so-called temporal association rules (TAR). Although there are some proposals to extract association rules in OLAP systems, to the best of our knowledge, there is no method proposed to extract temporal association rules over multidimensional models in these kinds of systems. In this paper, we study the adaptation of TAR to multidimensional structures, identifying the dimension that establishes the number of transactions and how to find time relative correlations between the other dimensions. A new method called COGtARE is presented as an extension of a previous approach proposed to reduce the complexity of the resulting set of association rules. The method is tested in application to financial data of companies." @default.
- W4386309467 created "2023-09-01" @default.
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- W4386309467 date "2023-09-01" @default.
- W4386309467 modified "2023-09-27" @default.
- W4386309467 title "Extracting Temporal Association Rules Over Datacubes" @default.
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- W4386309467 doi "https://doi.org/10.1007/978-981-99-3043-2_48" @default.
- W4386309467 hasPublicationYear "2023" @default.
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