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Issue No. 04 - July/August (2010 vol. 25)
ISSN: 1541-1672
pp: 54-61
Junping Zhang , Fudan University Fudan University, Shanghai Shanghai
Jue Wang , Institute of Automation, Chinese Academy of Sciences, Beijing
Hua Huang , Xi'an Jiaotong University, Xi'an
ABSTRACT
<p>Assuming that high-dimensional data are generated from intrinsic variables with lower dimensions, several key manifold-learning algorithms can help effectively analyze and visualize such data.</p>
INDEX TERMS
manifold learning, machine learning, multivariate statistics, pattern analysis, data visualization, intelligent systems
CITATION
Junping Zhang, Jue Wang, Hua Huang, "Manifold Learning for Visualizing and Analyzing High-Dimensional Data", IEEE Intelligent Systems, vol. 25, no. , pp. 54-61, July/August 2010, doi:10.1109/MIS.2010.8
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