منابع مشابه
Mining association rules using frequent closed itemsets
HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau...
متن کاملDiscovering Frequent Closed Itemsets for Association Rules
HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau...
متن کاملClosed Set Based Discovery of Small Covers for Association Rules
In this paper, we address the problem of the usefulness of the set of discovered association rules. This problem is important since real-life databases yield most of the time several thousands of rules with high confidence. We propose new algorithms based on Galois closed sets to reduce the extraction to small covers (or bases) for exact and approximate rules, adapted from lattice theory and da...
متن کاملMining Bases for Association Rules using Galois Closed Sets
We address the problem of the usefulness of the set of discovered association rules. This problem is important since real-life databases yield most of the time several thousands of rules with high confidence. We propose new algorithms based on Galois closed sets to reduce the extraction to bases for exact and approximate rules. Once frequent closed itemsets – which constitute a generating set f...
متن کاملMining Minimal Non-redundant Association Rules Using Frequent Closed Itemsets
HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau...
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ژورنال
عنوان ژورنال: Annales Mathematicae et Informaticae
سال: 2020
ISSN: 1787-5021,1787-6117
DOI: 10.33039/ami.2020.07.009