Integrating classification and association rule mining: A concept lattice framework

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Abstract

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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Hu, K., Lu, Y., Zhou, L., & Shi, C. (1999). Integrating classification and association rule mining: A concept lattice framework. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1711, pp. 443–447). Springer Verlag. https://doi.org/10.1007/978-3-540-48061-7_53

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