Class visualization of high-dimensional data with applications.

DOI10.1016/S0167-9473(02)00144-5zbMath1101.62350OpenAlexW2125282628MaRDI QIDQ1874121

W. Scott Spangler, Dharmendra S. Modha, Inderjit S. Dhillon

Publication date: 22 May 2003

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0167-9473(02)00144-5

zbMATH Keywords

ClassificationClass toursClass-preserving projectionsLinear projectionsMultidimensional visualizationSimilarity graphs

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Graphical methods in statistics (62A09)

Related Items (7)

Recipes for sparse LDA of horizontal data ⋮ Multi-manifold discriminant Isomap for visualization and classification ⋮ Classification of biomedical signals for differential diagnosis of Raynaud's phenomenon ⋮ Unnamed Item ⋮ 2nd special issue on matrix computations and statistics ⋮ Separation index and partial membership for clustering ⋮ Simple and interpretable discrimination

Uses Software

• UCI-ml

Cites Work

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• Quantization
• Numerical Methods for Computing Angles Between Linear Subspaces
• A Projection Pursuit Algorithm for Exploratory Data Analysis
• Self-organizing maps.
• Concept decompositions for large sparse text data using clustering

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