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Formal concept analysis in knowledge processing: A survey on models and techniques
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 …
Concept Analysis (FCA) and some closely related disciplines using FCA. We collected 1072 …
Comparing performance of algorithms for generating concept lattices
Recently concept lattices became widely used tools for intelligent data analysis. In this
paper, several algorithms that generate the set of all formal concepts and diagram graphs of …
paper, several algorithms that generate the set of all formal concepts and diagram graphs of …
Pattern structures and their projections
Pattern structures consist of objects with descriptions (called patterns) that allow a
semilattice operation on them. Pattern structures arise naturally from ordered data, eg, from …
semilattice operation on them. Pattern structures arise naturally from ordered data, eg, from …
On stability of a formal concept
SO Kuznetsov - Annals of Mathematics and Artificial Intelligence, 2007 - Springer
In this paper we define and analyze stability of a formal concept. A stability index is based on
the idea of a dependency in a dataset that can be reconstructed from different parts of the …
the idea of a dependency in a dataset that can be reconstructed from different parts of the …
Machine learning and formal concept analysis
SO Kuznetsov - International Conference on Formal Concept Analysis, 2004 - Springer
A model of learning from positive and negative examples is naturally described in terms of
Formal Concept Analysis (FCA). In these terms, result of learning consists of two sets of …
Formal Concept Analysis (FCA). In these terms, result of learning consists of two sets of …
Formal concept analysis in knowledge discovery: a survey
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 …
collected 702 papers published between 2003-2009 mentioning Formal Concept Analysis in …
A three-way confirmatory approach to formal concept analysis in classification
Formal 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 …
various studies. A few types of FCA-based classifiers, such as rule-based, concept-cognitive …
Introduction to formal concept analysis and its applications in information retrieval and related fields
DI Ignatov - Russian Summer School in Information Retrieval, 2014 - 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 …
applied branch of Lattice Theory, a mathematical discipline which enables formalisation of …
Tri-level conflict analysis from the angle of three-valued concept analysis
R Ren, J Qi, L Wei, X Wei - Information Sciences, 2024 - Elsevier
Conflict analysis is the process of examining a conflict situation with the purpose of
understanding its causes and dynamics, and identifying effective strategies for resolution or …
understanding its causes and dynamics, and identifying effective strategies for resolution or …
Efficient mining of association rules based on formal concept analysis
Association rules are a popular knowledge discovery technique for warehouse basket
analysis. They indicate which items of the warehouse are frequently bought together. The …
analysis. They indicate which items of the warehouse are frequently bought together. The …