On the logical analysis of partially ordered data in the supervised classification problem

DOI10.1134/S0965542519090082zbMath1494.68212OpenAlexW2980337740MaRDI QIDQ2284267

E. V. Dyukova, G. O. Masliakov, P. A. Prokofyev

Publication date: 14 January 2020

Published in: Computational Mathematics and Mathematical Physics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s0965542519090082

zbMATH Keywords

supervised classificationdualization over products of partially ordered setsirreducible covering of Boolean matrixlogical data analysismonotone dualizationordered irredundant covering of integer matrix

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Computational aspects of data analysis and big data (68T09)

Cites Work

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• On generating all maximal independent sets
• Algebraic-logic synthesis of correct recognition procedures based on elementary algorithms
• Logical correctors in the problem of classification by precedents
• Dualization problem over the product of chains: asymptotic estimates for the number of solutions
• Finding maximal independent elements of products of partial orders (the case of chains)
• Asymptotically optimal dualization algorithms
• Efficient algorithms for dualizing large-scale hypergraphs
• Dual-Bounded Generating Problems: All Minimal Integer Solutions for a Monotone System of Linear Inequalities
• A model of recognition algorithms with representative samples and systems of supporting sets
• On the Complexity of Dualization of Monotone Disjunctive Normal Forms
• Discrete analysis of feature descriptions in recognition problems of high dimensionality

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