Applications of Ordinal Factor Analysis

Glodeanu, Cynthia Vera; Ganter, Bernhard

doi:10.1007/978-3-642-38317-5_7

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Factor Concepts1

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2016

2023

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“…In this section, data analysis using factor concepts is described (Belohlavek, 2012;Ganter and Glodeanu, 2012;Glodeanu and Ganter, 2012;Glodeanu, 2011).…”

Section: Factor Conceptsmentioning

confidence: 99%

A comprehensive survey on formal concept analysis, its research trends and applications

Singh

Cherukuri

Gani

2016

International Journal of Applied Mathematics and Computer Science

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In recent years, FCA has received significant attention from research communities of various fields. Further, the theory of FCA is being extended into different frontiers and augmented with other knowledge representation frameworks. In this backdrop, this paper aims to provide an understanding of the necessary mathematical background for each extension of FCA like FCA with granular computing, a fuzzy setting, interval-valued, possibility theory, triadic, factor concepts and handling incomplete data. Subsequently, the paper illustrates emerging trends for each extension with applications. To this end, we summarize more than 350 recent (published after 2011) research papers indexed in Google Scholar, IEEE Xplore, ScienceDirect, Scopus, SpringerLink, and a few authoritative fundamental papers.

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“…In this section, data analysis using factor concepts is described (Belohlavek, 2012;Ganter and Glodeanu, 2012;Glodeanu and Ganter, 2012;Glodeanu, 2011).…”

Section: Factor Conceptsmentioning

confidence: 99%