Results 1 to 10 of about 756 (166)
Graph-FCA: An extension of formal concept analysis to knowledge graphs
Discrete Applied Mathematics, 2020 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Sébastien FERRÉ, Peggy Cellier
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BERT4FCA: A method for bipartite link prediction using formal concept analysis and BERT. [PDF]
PLoS ONELink prediction in bipartite networks finds practical applications in various domains, including friend recommendation in social networks and chemical reaction prediction in metabolic networks.
Siqi Peng +2 more
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Proceedings of the International Florida Artificial Intelligence Research Society ConferenceThis paper deals with an analysis of the reasoning for the cognitive problem of categorization in systems. Such reasoning requires the construction of a formal model of the system that is performed in 3 steps: cognitive description of the system ...
Anca Pascu +3 more
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Enhancing Interpretability in Medical Image Classification by Integrating Formal Concept Analysis with Convolutional Neural Networks [PDF]
BiomimeticsIn this study, we present a novel approach to enhancing the interpretability of medical image classification by integrating formal concept analysis (FCA) with convolutional neural networks (CNNs). While CNNs are increasingly applied in medical diagnoses,
Minal Khatri +2 more
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Formal Comparison of Spatial Socioeconomic Units Based on their Typological Properties
European Journal of Geography, 2022 Spatial units often serve as a reference to socioeconomic phenomena constituting what is known as spatial socioeconomic units (SSEUs). SSEUs find a wide application in geography.
Athanasia Darra
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Formal Contexts, Formal Concept Analysis, and Galois Connections [PDF]
Electronic Proceedings in Theoretical Computer Science, 2013 Formal concept analysis (FCA) is built on a special type of Galois connections called polarities. We present new results in formal concept analysis and in Galois connections by presenting new Galois connection results and then applying these to formal ...
Jeffrey T. Denniston +2 more
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Study of Implication Representation Based on Decision Implication
Jisuanji kexue yu tansuo, 2021 Formal concept analysis can use concept lattice and (attribute) implication to visualize and represent knowledge. Decision implication is a special implication, and the study of decision implication is to establish and study one or more closed subsystems
WANG Yali, ZHAI Yanhui, ZHANG Shaoxia, JIA Nan, LI Deyu
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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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Four-Fold Formal Concept Analysis Based on Complete Idempotent Semifields
Mathematics, 2021 Formal Concept Analysis (FCA) is a well-known supervised boolean data-mining technique rooted in Lattice and Order Theory, that has several extensions to, e.g., fuzzy and idempotent semirings.
Francisco José Valverde-Albacete +1 more
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Fuzzy Implication and Functional Dependency on Formal Context
Jurnal Matematika Integratif, 2020 Fuzzy formal concept analysis(FFCA) is a development of formal concept analysis(FCA) with the degree of relation between objects and attributes. Using FCA approach, we will investigate the condition logical implication for fuzzy functional dependency. We
Mohammad Deni Akbar, Yoshihiro Mizoguchi
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