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Titlebook: Data Warehousing and Knowledge Discovery; 4th International Co Yahiko Kambayashi,Werner Winiwarter,Masatoshi Arik Conference proceedings 20

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樓主: foresight
21#
發(fā)表于 2025-3-25 06:19:55 | 只看該作者
David Zhang,Fangmei Chen,Yong XuNE RULE) that have been proposed for association rules extraction in the last years and discuss their common features and differences. We present them using a set of examples, taken from the real practice of data mining. This allows us to define the language design guidelines, with particular attention to the open issues on IDBs.
22#
發(fā)表于 2025-3-25 09:05:15 | 只看該作者
David Zhang,Fangmei Chen,Yong Xurd association rules with dissociation information, and presented some experimental results suggesting that such augmented rules can improve the quality of the associations obtained, both in terms of rule accuracy and in terms of using these rules as a guide to making decisions.
23#
發(fā)表于 2025-3-25 14:49:33 | 只看該作者
Gerhard A. Holzapfel,Ellen Kuhlaces. Based on the maximum likelihood principle, . is to optimize parameters to maximize the likelihood between data points and the modelgenerated by the parameters. Experimental results on both synthetic data sets and a realdata set show the efficiency and effectiveness of ..
24#
發(fā)表于 2025-3-25 18:56:57 | 只看該作者
25#
發(fā)表于 2025-3-25 20:06:03 | 只看該作者
https://doi.org/10.1007/978-3-030-13712-0proximate solution found can be used for the computation of the exact solution. Although we are able to guarantee an .(.. ) approximation to the solution, where . = 1,…,∞ denotes the used .. metric, experimental results give the exact .-Closest-Pairs for all the data sets considered and show that the pruning of the search space is effective.
26#
發(fā)表于 2025-3-26 03:08:59 | 只看該作者
27#
發(fā)表于 2025-3-26 06:46:48 | 只看該作者
28#
發(fā)表于 2025-3-26 11:19:22 | 只看該作者
29#
發(fā)表于 2025-3-26 15:26:40 | 只看該作者
Dynamic Similarity for Fields with NULL Valuescord Similarity. Furthermore, the percentage of correct duplicate records obtained by Dynamic Similarity but not obtained by Record Similarity will increase if the number of fields with NULL values increases.
30#
發(fā)表于 2025-3-26 19:27:09 | 只看該作者
David Zhang,Fangmei Chen,Yong Xue new challenges and opportunities that this topic sets to the data mining community. More specifically, we introduce an . for mining association rules. This extension is used throughout the paper to better define association rule mining within XML and to emphasize its implications in the XML context.
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