Visualization of Data: Methods, Software, and Applications

DOI10.1007/978-3-030-02487-1_18zbMath1442.62769OpenAlexW2914817935MaRDI QIDQ5114957

Giedrė Dzemydaitė, Olga Kurasova, Gintautas Dzemyda, Viktor Medvedev

Publication date: 29 June 2020

Published in: Advances in Mechanics and Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-02487-1_18

zbMATH Keywords

artificial neural networksdata sciencevisualization of multidimensional data

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25) Neural nets and related approaches to inference from stochastic processes (62M45) Graphical methods in statistics (62A09) Statistical aspects of big data and data science (62R07)

Related Items (3)

Geometric multidimensional scaling: efficient approach for data dimensionality reduction ⋮ A Novel Geometric Approach to the Problem of Multidimensional Scaling ⋮ Geometric multidimensional scaling: a new approach for data dimensionality reduction

Uses Software

• WEKA
• KNIME
• rapidminer
• Orange

Cites Work

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• Multidimensional data visualization. Methods and applications
• Regularization of nonparametric frontier estimators
• Parallel branch and bound for multidimensional scaling with city-block distances
• Heuristic approach for minimizing the projection error in the integrated mapping
• Principal component analysis.
• Applied multidimensional scaling
• Modern multidimensional scaling. Theory and applications.
• Cloud Computing Approach for Intelligent Visualization of Multidimensional Data
• Visualization of a set of parameters characterized by their correlation matrix.

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