In this paper, we resort to the multi-dimensional scaling to support a visual exploration of association rules by means of bi-dimensional scatter-plots. An ...
In this paper, we resort to the multi-dimensional scaling to support a visual exploration of association rules by means of bi-dimensional scatter-plots. An ...
Abstract. Association rules are typically evaluated in terms of support and confidence measures, which ensure that discovered rules have enough.
Supporting Visual Exploration of Discovered Association Rules Through Multi-Dimensional Scaling. Margherita Berardi. ,. Annalisa Appice. ,. Corrado Loglisci.
Bibliographic details on Supporting Visual Exploration of Discovered Association Rules Through Multi-Dimensional Scaling.
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[23] Berardi M., Appice A., Loglisci C., Leo P. Supporting Visual Exploration of Discovered Association Rules Through Multi- Dimensional Scaling. ISMIS 2006, ...
In this paper we pre- sented several visualization techniques implemented in arulesViz which can be used to explore and present sets of association rules.
Association rules are typically evaluated in terms of support and confidence measures, which ensure that discovered rules have enough positive evidence.
We propose a knowledge discovery methodology to discover diverse association rules. •. We utilize machine learning and statistical techniques for designing ...
The integration of data mining techniques with data warehousing is gaining popularity due to the fact that both disciplines complement each other in ...