IEEE - Institute of Electrical and Electronics Engineers, Inc. - Information preserving and locally isometric&conformal embedding via Tangent Manifold Learning

2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA)

Author(s): Alexander Bernstein ; Alexander Kuleshov ; Yury Yanovich
Sponsor(s): IEEE Comput. Intell. Soc.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2015
Conference Location: Paris, France
Conference Date: 19 October 2015
Page(s): 1 - 9
ISBN (Paper): 978-1-4673-8272-4
DOI: 10.1109/DSAA.2015.7344815
Regular:

In many Data Analysis tasks, one deals with data that are presented in high-dimensional spaces. In practice original high-dimensional data are transformed into lower-dimensional representations... View More

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