Learning qualitative models from numerical data

DOI10.1016/j.artint.2011.02.004zbMath1300.68048OpenAlexW2069921741MaRDI QIDQ646510

Martin Možina, Janez Demšar, Jure Žabkar, Ivan Bratko

Publication date: 17 November 2011

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.artint.2011.02.004

zbMATH Keywords

regressionpartial derivativesqualitative modellingmonotone models

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

Extracting qualitative relations from categorical data ⋮ Granular modeling for the realization of fundamentals of control, systems analysis, and decision making ⋮ Granular computing: fundamentals and system modeling

Uses Software

• UCI-ml

Cites Work

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• Qualitative simulation
• Learning qualitative models of dynamic systems
• Qualitatively faithful quantitative prediction
• Semi-quantitative system identification
• A Sober Look at Clustering Stability
• Aggregation of Variables in Dynamic Systems

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