FCA attribute reduction in information systems

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Abstract

One of the main targets in formal concept analysis (FCA) and in rough set theory (RST) is the reduction of redundant information. Feature selection mechanisms have been studied separately in many works. In this paper, we analyse the result of applying the reduction mechanisms given in FCA to RST, and give interpretations of such reductions.

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Benítez-Caballero, M. J., Medina, J., & Ramírez-Poussa, E. (2018). FCA attribute reduction in information systems. In Communications in Computer and Information Science (Vol. 853, pp. 549–561). Springer Verlag. https://doi.org/10.1007/978-3-319-91473-2_47

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