In this paper, sampling process is included into analysis aiming to increase the performance of a product offer system. The core logic of a sample, is to dig ...
In addition, we tracked loss of association rules in samples. This paper focuses particularly on the sampling methods and implementations for association mining.
Comparison of Sampling Size Estimation Techniques for Association. Rule Mining. Tu˘gba Halıcı and Utku Görkem Ketenci. Cybersoft R&D Center, ˙Istanbul, Turkey.
The core logic of a sample, is to dig for smaller representative of the universe, that is to generate accurate association rules. A smaller sample of the ...
Nov 12, 2015 · The core logic of a sample, is to dig for smaller representative of the universe, that is to generate accurate association rules. A smaller ...
Bibliographic details on Comparison of Sampling Size Estimation Techniques for Association Rule Mining.
[4] presented an overview of existing sampling based association rule mining algorithms and shows how different strategies are in a specific data mining task ...
Comparison of Sampling Size Estimation Techniques for Association Rule Mining. Tugba Halici, Utku Görkem Ketenci. Comparison of Sampling Size Estimation ...
In this paper we show that random sampling of transactions in the database is an effective method for finding association rules. Sampling can speed up the ...
Mar 23, 2009 · ABSTRACT. In this paper, we present a comprehensive theoretical analy- sis of the sampling technique for the association rule mining.
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