Issue No. 04 - July/August (2010 vol. 25)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MIS.2010.8
Junping Zhang , Fudan University Fudan University, Shanghai Shanghai
Hua Huang , Xi'an Jiaotong University, Xi'an
Jue Wang , Institute of Automation, Chinese Academy of Sciences, Beijing
<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>
manifold learning, machine learning, multivariate statistics, pattern analysis, data visualization, intelligent systems
J. Zhang, J. Wang and H. Huang, "Manifold Learning for Visualizing and Analyzing High-Dimensional Data," in IEEE Intelligent Systems, vol. 25, no. , pp. 54-61, 2010.