Integrating Classification and Association Rule Mining: A Concept Lattice Framework
- Cite this paper as:
- Hu K., Lu Y., Zhou L., Shi C. (1999) Integrating Classification and Association Rule Mining: A Concept Lattice Framework. In: Zhong N., Skowron A., Ohsuga S. (eds) New Directions in Rough Sets, Data Mining, and Granular-Soft Computing. RSFDGrC 1999. Lecture Notes in Computer Science, vol 1711. Springer, Berlin, Heidelberg
Concept lattice is an efficient tool for data analysis. In this paper we show how classification and association rule mining can be unified under concept lattice framework. We present a fast algorithm to extract association and classification rules from concept lattice.
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