Results 11 to 20 of about 401,637 (264)
Characterizing One-Sided Formal Concept Analysis by Multi-Adjoint Concept Lattices
Mathematics, 2022 Managing and extracting information from databases is one of the main goals in several fields, as in Formal Concept Analysis (FCA). One-sided concept lattices and multi-adjoint concept lattices are two frameworks in FCA that have been developed in ...
María José Benítez-Caballero +2 more
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Method of Updating Formal Concept Under Covering Multi-granularity [PDF]
Jisuanji kexue, 2023 Multi-granularity formal concept analysis is an important tool for data mining and knowledge discovery.This paper studies the methods of coarsening and refining formal concepts under multi-granularity.Firstly,it is proved that the existing concept ...
WANG Taibin, LI Deyu, ZHAI Yanhui
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Formal Concepts and Residuation on Multilattices
Fundamenta Informaticae, 2023 Multilattices are generalisations of lattices introduced by Mihail Benado. He replaced the existence of unique lower (resp. upper) bound by the existence of maximal lower (resp. minimal upper) bound(s). A multilattice will be called pure if it is not a lattice. Multilattices could be endowed with a residuation, and therefore used as set of truth-values
Blaise Blériot Koguep Njionou +2 more
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Conceptual Coverage Driven by Essential Concepts: A Formal Concept Analysis Approach
Mathematics, 2021 Formal concept analysis (FCA) is a mathematical theory that is typically used as a knowledge representation method. The approach starts with an input binary relation specifying a set of objects and attributes, finds the natural groupings (formal concepts)
Amira Mouakher +3 more
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On inference rules in decision formal contexts [PDF]
International Journal of Computational Intelligence Systems, 2015 Rule acquisition is one of the main purposes in the analysis of decision formal contexts. In general, the number of implications in a decision formal context is an exponential increase to the scale of the database.
Jinhai Li +3 more
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Attribute Reduction in Soft Contexts Based on Soft Sets and Its Application to Formal Contexts
Mathematics, 2020 We introduce the notion of the reduct of soft contexts, which is a special notion of a consistent set for soft contexts. Then, we study its properties and show that this notion is well explained by the two classes, 1 0 and 2 0 , of ...
Won Keun Min
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XAI USING FORMAL CONCEPT LATTICE FOR IMAGE DATA [PDF]
ICTACT Journal on Image and Video Processing, 2023 A Formal concept lattice can be used to generate explanations from a black box model. This novel approach has been applied and proven for tabular data. It has also been compared to popular techniques in XAI.
Bhaskaran Venkatsubramaniam +1 more
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Concept similarity in formal concept analysis
Journal of Mathematical and Computational Science, 2022 The identification of syntactically different concepts that are semantically similar, also referred to as Similarity Reasoning, is fundamental in several research areas such as Artificial Intelligence, Software Engineer- ing, Cognitive Science and, in particular, in Semantic Web.
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A comprehensive survey on formal concept analysis, its research trends and applications
International Journal of Applied Mathematics and Computer Science, 2016 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 with other knowledge representation frameworks.
Singh Prem Kumar +2 more
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An Order-Theoretic Study on Formal Concept Analysis
Axioms, 2023 This paper employs an order-theoretic framework to explore the intricacies of formal concepts. Initially, we establish a natural correspondence among formal contexts, preorders, and the resulting partially ordered sets (posets).
Yu-Ru Syau, En-Bing Lin, Churn-Jung Liau
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