A comprehensive review on updating concept lattices and its application in updating association rules

E Shemis, A Mohammed - Wiley Interdisciplinary Reviews …, 2021 - Wiley Online Library
Formal concept analysis (FCA) visualizes formal concepts in terms of a concept lattice.
Usually, it is an NP‐problem and consumes plenty of time and storage space to update the …

[HTML][HTML] A Formal Fuzzy Concept-Based Approach for Association Rule Discovery with Optimized Time and Storage

GF Elhady, H Elwahsh, M Alsabaan, MI Ibrahem… - Mathematics, 2024 - mdpi.com
Association Rule Mining (ARM) relies on concept lattices as an effective knowledge
representation structure. However, classical ARM methods face significant limitations …

Efficient Parallel Algorithm for Extracting Fuzzy-Crisp Formal Concepts.

E Shemis, A Keshk, A Mohammed… - International Journal of …, 2024 - search.ebscohost.com
Abstract Fuzzy Formal Concept Analysis (FFCA) is a robust mathematical tool for analyzing
data, particularly where uncertainty or fuzziness is inherent. FFCA is utilized across various …

A Fuzzy-Crisp Frequent Concept Lattice Generation Algorithm

E Shemis, GF Elhady, A Mohammed… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Formal concept analysis presents a powerful mathematical tool for association rule
generation. The iceberg lattice represents a frequent concept lattice that shows only frequent …