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» Formal concept analysis based on hierarchical class analysis
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ICFCA
2009
Springer
15 years 5 months ago
Yet a Faster Algorithm for Building the Hasse Diagram of a Concept Lattice
Formal concept analysis (FCA) is increasingly applied to data mining problems, essentially as a formal framework for mining reduced representations (bases) of target pattern famili...
Jaume Baixeries, Laszlo Szathmary, Petko Valtchev,...
ICFCA
2009
Springer
15 years 3 months ago
A Novel Approach to Cell Formation
We present an approach to the cell formation problem, known from group technology, which is inspired by formal concept analysis. The cell formation problem consists in allocating p...
Radim Belohlávek, Niranjan Kulkarni, Vil&ea...
ICFCA
2009
Springer
15 years 3 months ago
Handling Large Formal Context Using BDD - Perspectives and Limitations
This paper presents Binary Decision Diagrams (BDDs) applied to Formal Concept Analysis (FCA). The aim is to increase the FCA capability to handle large formal contexts. The main id...
Andrei Rimsa, Luis E. Zárate, Mark A. J. So...
FOIKS
2010
Springer
14 years 8 months ago
Two Complementary Classification Methods for Designing a Concept Lattice from Interval Data
This paper holds on the application of two classification methods based on formal concept analysis (FCA) to interval data. The first method uses a similarity between objects while ...
Mehdi Kaytoue-Uberall, Zainab Assaghir, Nizar Mess...
CLA
2007
15 years 6 hour ago
Inducing Decision Trees via Concept Lattices
The paper presents a new method of decision tree induction based on formal concept analysis (FCA). The decision tree is derived using a concept lattice, i.e. a hierarchy of cluster...
Radim Belohlávek, Bernard De Baets, Jan Out...