Fuzzy-Based Methods in Data Analysis with the Focus on Dimensionality Reduction

DOI10.1007/978-3-030-45619-1_14zbMath1451.62173OpenAlexW3036176897MaRDI QIDQ5126380

Irina Perfilieva

Publication date: 16 October 2020

Published in: Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-45619-1_14

zbMATH Keywords

Laplace operatorfuzzy partitiondimensionality reductionF-transform

Mathematics Subject Classification ID

Laplace operator, Helmholtz equation (reduced wave equation), Poisson equation (35J05) Multivariate analysis and fuzziness (62H86) Statistical aspects of big data and data science (62R07)

Cites Work

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• Towards a higher degree \(F\)-transform
• Fuzzy transforms: theory and applications
• Insight into Fuzzy Modeling
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation