Qualitatively faithful quantitative prediction

DOI10.1016/j.artint.2004.05.002zbMath1086.68564OpenAlexW2028628732MaRDI QIDQ814624

Dorian Šuc, Ivan Bratko, Daniel Vladušič

Publication date: 7 February 2006

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

Full work available at URL: https://doi.org/10.1016/j.artint.2004.05.002

zbMATH Keywords

System identificationMachine learningQualitative reasoningInductive learningAutomated model buildingLearning qualitative modelsNumerical regression

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (5)

Learning qualitative models from numerical data ⋮ Incremental learning of linear model trees ⋮ Incremental learning of linear model trees ⋮ Qualitative Upper and Lower Approximations of Complex Nonlinear Chaotic and Nonchaotic Models ⋮ A DIVIDE-AND-CONQUER STRATEGY FOR QUALITATIVE SIMULATION AND FUZZY IDENTIFICATION OF COMPLEX DYNAMICAL SYSTEMS

Cites Work

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• Qualitative simulation
• Learning qualitative models of dynamic systems
• Modeling by shortest data description
• Semi-quantitative system identification

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