Search Results for author: Gefei Shen

Found 2 papers, 0 papers with code

OPDR: Order-Preserving Dimension Reduction for Semantic Embedding of Multimodal Scientific Data

no code implementations15 Aug 2024 Chengyu Gong, Gefei Shen, Luanzheng Guo, Nathan Tallent, Dongfang Zhao

In order to develop such an OPDR method, our central hypothesis is that by analyzing the intrinsic relationship among key parameters during the dimension-reduction map, a quantitative function may be constructed to reveal the correlation between the target (lower) dimensionality and other variables.

Dimensionality Reduction

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