The technique of inverse multidimensional scaling for the synthesis of machine learning models

DOI10.1007/S10559-023-00608-9OpenAlexW4387395165MaRDI QIDQ6066031

Iu. V. Krak, O. V. Barmak

Publication date: 15 November 2023

Published in: Cybernetics and Systems Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10559-023-00608-9

zbMATH Keywords

machine learningformal modelmental modelvisual analyticsinverse multidimensional scalingmodel formation

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Machine vision and scene understanding (68T45)

Cites Work

• Methods to create systems for the analysis and synthesis of communicative information
• Synthesis of systems of neurofunctional transformations in classification problems

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