Interface between Logical Analysis of Data and Formal Concept Analysis

Radek Janostik, Jan Konecny and Petr Krajča

European Journal of Operational Research, 2020, vol. 284, issue 2, 792-800

Abstract: Logical Analysis of Data and Formal Concept Analysis are separately developed methodologies based on different mathematical foundations. We show that the two methodologies utilize the same basic building blocks. That enables us to develop an interface between the two methodologies. We provide some preliminary benefits of the interface; most notably efficient algorithms for computing spanned patterns in Logical Analysis of Data using algorithms of Formal Concept Analysis.

Keywords: Data Science; Formal Concept Analysis; Logical Analysis of Data; Hypothesis generation; Combinatorial optimization (search for similar items in EconPapers)
Date: 2020
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Citations: View citations in EconPapers (1)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:ejores:v:284:y:2020:i:2:p:792-800

DOI: 10.1016/j.ejor.2020.01.015

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