Formal concept analysis in knowledge processing: A survey on applications

J Poelmans, DI Ignatov, SO Kuznetsov… - Expert systems with …, 2013 - Elsevier
This is the second part of a large survey paper in which we analyze recent literature on
Formal Concept Analysis (FCA) and some closely related disciplines using FCA. We …

Subgroup discovery

M Atzmueller - Wiley Interdisciplinary Reviews: Data Mining and …, 2015 - Wiley Online Library
Subgroup discovery is a broadly applicable descriptive data mining technique for identifying
interesting subgroups according to some property of interest. This article summarizes …

Mining gene expression data with pattern structures in formal concept analysis

M Kaytoue, SO Kuznetsov, A Napoli, S Duplessis - Information Sciences, 2011 - Elsevier
This paper addresses the important problem of efficiently mining numerical data with formal
concept analysis (FCA). Classically, the only way to apply FCA is to binarize the data, thanks …

Formal concept analysis in knowledge processing: A survey on models and techniques

J Poelmans, SO Kuznetsov, DI Ignatov… - Expert systems with …, 2013 - Elsevier
This is the first part of a large survey paper in which we analyze recent literature on Formal
Concept Analysis (FCA) and some closely related disciplines using FCA. We collected 1072 …

Formal concept analysis in knowledge discovery: a survey

J Poelmans, P Elzinga, S Viaene, G Dedene - Conceptual Structures: From …, 2010 - Springer
In this paper, we analyze the literature on Formal Concept Analysis (FCA) using FCA. We
collected 702 papers published between 2003-2009 mentioning Formal Concept Analysis in …

Introduction to formal concept analysis and its applications in information retrieval and related fields

DI Ignatov - Information Retrieval: 8th Russian Summer School …, 2015 - Springer
This paper is a tutorial on Formal Concept Analysis (FCA) and its applications. FCA is an
applied branch of Lattice Theory, a mathematical discipline which enables formalisation of …

A fuzzy conceptualization model for text mining with application in opinion polarity classification

ST Li, FC Tsai - Knowledge-Based Systems, 2013 - Elsevier
Automatic text classification in text mining is a critical technique to manage huge collections
of documents. However, most existing document classification algorithms are easily affected …

Knowledge representation and processing with formal concept analysis

SO Kuznetsov, J Poelmans - Wiley interdisciplinary reviews …, 2013 - Wiley Online Library
During the last three decades, formal concept analysis (FCA) became a well‐known
formalism in data analysis and knowledge discovery because of its usefulness in important …

[HTML][HTML] Constructing three-way concept lattice based on the composite of classical lattices

S Yang, Y Lu, X Jia, W Li - International Journal of Approximate Reasoning, 2020 - Elsevier
Three-way concept analysis provides a novel model for three-way decisions, and also
extends the classical formal concept analysis, which has attracted many attentions in recent …

Fuzzy and rough formal concept analysis: a survey

J Poelmans, DI Ignatov, SO Kuznetsov… - International Journal of …, 2014 - Taylor & Francis
Formal Concept Analysis (FCA) is a mathematical technique that has been extensively
applied to Boolean data in knowledge discovery, information retrieval, web mining, etc …