关键词: 李群深层结构学习, 半监督学习算法, 流形

Abstract: For the complexity of data and the deep relationship of semantic, a Lie Group deep structure learning algorithm is proposed. These mainly include deep structure analysis method based on the manifold, semi-supervised learning algorithm based on GL(n) and parameter Lie Group, as well as the integration of these algorithms relative to a Lie Group deep structure learning algorithm. The algorithm plays an important role in the deep relationship of continuous semantic. The experimental results show that the deeper structure is, the better effect of the algorithm is.

Key words: Lie Group deep structure learning algorithm, semi-supervised learning algorithm, manifold