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[PDF][PDF] A comprehensive survey on formal concept analysis, its research trends and applications
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 …
fields. Further, the theory of FCA is being extended into different frontiers and augmented …
Applications of machine learning in knowledge management system: A comprehensive review
As new generations of technology appear, legacy knowledge management solutions and
applications become increasingly out of date, necessitating a paradigm shift. Machine …
applications become increasingly out of date, necessitating a paradigm shift. Machine …
Approximate concept construction with three-way decisions and attribute reduction in incomplete contexts
M Li, G Wang - Knowledge-Based Systems, 2016 - Elsevier
Incomplete contexts are a kind of formal contexts in which the relationship between some
objects and some attributes is unavailable or lost. Knowledge discovery in incomplete …
objects and some attributes is unavailable or lost. Knowledge discovery in incomplete …
Bipolar fuzzy graph representation of concept lattice
Abstract Formal Concept Analysis (FCA) is a mathematical framework for knowledge
processing tasks. FCA has been successfully incorporated into fuzzy setting and its …
processing tasks. FCA has been successfully incorporated into fuzzy setting and its …
Multilevel conflict analysis based on fuzzy formal contexts
H Zhi, J Li, Y Li - IEEE Transactions on Fuzzy Systems, 2022 - ieeexplore.ieee.org
Uncertainties are widespread in real-world situations. In the existing studies, the
uncertainties expressed by the agents engaged in a conflict situation have been extensively …
uncertainties expressed by the agents engaged in a conflict situation have been extensively …
Fuzzy clustering-based formal concept analysis for association rules mining
CA Kumar - Applied artificial intelligence, 2012 - Taylor & Francis
Formal Concept Analysis (FCA), in which data is represented as a formal context, offers a
framework for Association Rules Mining (ARM) by handling functional dependencies in the …
framework for Association Rules Mining (ARM) by handling functional dependencies in the …
Knowledge reduction in formal contexts using non-negative matrix factorization
AK Ch, SM Dias, NJ Vieira - Mathematics and Computers in Simulation, 2015 - Elsevier
Abstract Formal Concept Analysis (FCA) is a mathematical framework that offers conceptual
data analysis and knowledge discovery. One of the main issues of knowledge discovery is …
data analysis and knowledge discovery. One of the main issues of knowledge discovery is …
Concepts reduction in formal concept analysis with fuzzy setting using Shannon entropy
In this paper we propose a method for reducing the number of formal concepts in formal
concept analysis of data with fuzzy attributes. We compute the weight of fuzzy formal …
concept analysis of data with fuzzy attributes. We compute the weight of fuzzy formal …
Knowledge representation using interval-valued fuzzy formal concept lattice
Formal concept analysis (FCA) is a mathematical framework for data analysis and
processing tasks. Based on the lattice and order theory, FCA derives the conceptual …
processing tasks. Based on the lattice and order theory, FCA derives the conceptual …
Granule description based knowledge discovery from incomplete formal contexts via necessary attribute analysis
H Zhi, J Li - Information Sciences, 2019 - Elsevier
Incomplete formal contexts are an extension of the classical formal contexts in which the
relationship between some objects and attributes is unknown according to the current …
relationship between some objects and attributes is unknown according to the current …