SEMISUPERVISED MULTIMODAL DIMENSIONALITY REDUCTION

DOI10.1111/j.1467-8640.2012.00429.xzbMath1274.68368OpenAlexW2056860412MaRDI QIDQ2857287

Ning Ye, Zhao Zhang, Tommy W. S. Chow

Publication date: 1 November 2013

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

Full work available at URL: https://doi.org/10.1111/j.1467-8640.2012.00429.x

zbMATH Keywords

classificationdimensionality reductionmultivariate visualizationsemisupervised learninglocality preservationmultimodality preservation

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml
• darch

Cites Work

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• Polsom: a new method for multidimensional data visualization
• Semi-supervised local Fisher discriminant analysis for dimensionality reduction
• Reducing the Dimensionality of Data with Neural Networks
• 10.1162/153244304322972667
• Canonical Correlation Analysis: An Overview with Application to Learning Methods
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation