Searching for "Reasoning on Association Rules." – sorted by Relevance.

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9 documents found, showing 1 through 9.

Logic-based Knowledge Discovery in Databases
by Fosca Giannotti, Mirco Nanni, Dino Pedreschi
… association rule mining with deduction, or reasoning: reasoning on the temporal dimension, reasoning…
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Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data
by Jaakko Hollmén, Jouni K. Seppänen, Heikki Mannila — 2003
… of work are association rules [1]. This tradition typically aims at discovering frequently occurring…
Cited by 9 (2 self) – Add To MetaCart

Approach for Association Rule Mining
by Jochen Hipp, Daimlerchrysler Ag, Ulrich Güntzer — 2002
…, shows severe limitations. The reason is that association rules are based on correlations and even…
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A Multi-Tier Architecture for High Performance Data Mining
by Ralf Rantzau, Holger Schwarz
… the database. This is the reason why most of the algorithms in the literature for mining association rules deal…
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A Group-based Inference Approach to Customized Marketing on the Web - Integrating Clustering and
by Hsiangchulai Tzyy-ching Yang — 2000 — Association Rules Techniques, 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), Track 6: Internet and the Digital Economy. IEEE Computer Society
… reason is that association rules can avoid the stochastic problem since they calculate the proportion…
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MVC - A Preprocessing Method to Deal With Missing Values
by Arnaud Ragel, Bruno Cremilleux — Knowledge-Based Systems
… is that it is not an easy task to discover relations in data containing missing values. The association rules algorithms [2…
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Data Mining of Association Rules and the Process of Knowledge Discovery in Databases
by Jochen Hipp, Ulrich Güntzer, Gholamreza Nakhaeizadeh
… at rst glance. The reason is that association rules are based on correlations and do not necessarily…
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Efficient Construction of Regression Trees with Range and Region Splitting
by Yasuhiko Morimoto, Hiromu Ishii, Shinichi Morishita — 1997 — Proceedings of the 23rd VLDB Conference
… is that association rules and tests used in decision trees can be directly expressed as stan- dard relational database…
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E cient Construction of Regression Trees with Range and Region Splitting 3
by Yasuhiko Morimoto, Hiromu Ishii, Shinichi Morishita
…. Another important reason is that association rules and tests used in decision trees can be directly…
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