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- research-articleJuly 2024
A three-way confirmatory approach to formal concept analysis in classification
Applied Soft Computing (APSC), Volume 155, Issue CApr 2024https://doi.org/10.1016/j.asoc.2024.111448AbstractFormal concept analysis (FCA) has demonstrated its effectiveness in classification through various studies. A few types of FCA-based classifiers, such as rule-based, concept-cognitive-learning-based, and hypothesis-based models, have been ...
Highlights- We review, reformulate, and generalize the existing formal-concept-analysis-based classification models.
- We present a general framework for formal-concept-analysis-based classification.
- We propose a three-way confirmatory approach ...