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Improvements of apriori algorithm. (English) Zbl 1240.68184

Simian, Dana (ed.), Modelling and development of intelligent systems. Proceedings of the first international conference, Sibiu, Romania, October 22–25, 2009. Sibiu: “Lucian Blaga” University Press. 106-114 (2009).
Summary: I describe the main techniques uesd to solve mining frequent itemset problems and give a comprehensive survey of the most influential algorithms that were proposed. The apriori algorithm was the first algorithm proposed for mining frequent itemset problems. I will present new improvments of it which solve these mining problems more efficiently.
For the entire collection see [Zbl 1193.68015].

MSC:

68T05 Learning and adaptive systems in artificial intelligence
68W05 Nonnumerical algorithms