IEEE - Institute of Electrical and Electronics Engineers, Inc. - A New Robust Manifold Learning Algorithm Based on Self-Organizing Map

2009 Fifth International Conference on Natural Computation (ICNC)

Author(s): Chao Shao ; Chunhong Wan ; Xiaojian Zhang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2009
Conference Location: Tianjian, China, China
Conference Date: 14 August 2009
Volume: 3
Page(s): 443 - 447
ISBN (Paper): 978-0-7695-3736-8
DOI: 10.1109/ICNC.2009.317
Regular:

While manifold learning algorithms, such as ISOMAP (Isometric Mapping) and LLE (Locally Linear Embedding), can find the intrinsic low-dimensional nonlinear manifold embedded in the... View More

Advertisement