LCM from FCA point of view: a CbO-style algorithm with speed-up features

DOI10.1016/j.ijar.2021.11.005OpenAlexW3217749930MaRDI QIDQ2076970

Radek Janostik, Petr Krajča, Jan Konecny

Publication date: 22 February 2022

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2010.06980

zbMATH Keywords

algorithmformal concept analysisClose-by-Onefrequent closed itemset

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Uses Software

• In-Close
• FCALGS
• LCM

Cites Work

• Fast algorithm for computing fixpoints of Galois connections induced by object-attribute relational data
• A `best-of-breed' approach for designing a fast algorithm for computing fixpoints of Galois connections
• Interface between logical analysis of data and formal concept analysis
• Logical analysis of data -- the vision of Peter L. Hammer
• Making use of empty intersections to improve the performance of CbO-type algorithms
• Spanned patterns for the logical analysis of data
• Comparison of Data Structures for Computing Formal Concepts
• Comparing performance of algorithms for generating concept lattices
• Discovery Science

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