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Kernel based incremental learning Isomap algorithm

Published • Jun 1, 2008
Authors:
Ying Zhang
,
Yaonan Wang
,
Chunsheng Li

Abstract

Isomap is one of widely-used low-dimensional embedding methods. However, in many scenarios, the data come sequentially and the effect of the data is accumulated. Isomap algorithms have no the ability of new data be added for all data need to be available when estimates the geodesic distances. In thi...

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