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- W2373698459 abstract "In the development of machine learning that to discover and study the orderliness from the data is always the main object of the machine learning.This paper illustrated the study achievement gained through a new method of machine learning-manifold learning in details.As a new unsupervised learning method,manifold learning has captured the attention of many researchers in the field of machine learning and cognitive science.Currently,the major algorithms include isometric mapping(ISOMAP) and Locally Linear Embedding(LLE),and so on.The approaches can be used for discovering the intrinsic dimensions of nonlinear high-dimensional data effectively and aim researchers to analyze the data better.It also gave a prospect of the development trend of the manifold learning research and proposed the crucial problems which need to be resolved in further work in manifold learning." @default.
- W2373698459 created "2016-06-24" @default.
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- W2373698459 date "2007-01-01" @default.
- W2373698459 modified "2023-09-23" @default.
- W2373698459 title "Research of Manifold Learning Algorithm" @default.
- W2373698459 hasPublicationYear "2007" @default.
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