Search Results for author: Xiangyang He

Found 4 papers, 0 papers with code

voxel2vec: A Natural Language Processing Approach to Learning Distributed Representations for Scientific Data

no code implementations6 Jul 2022 Xiangyang He, Yubo Tao, Shuoliu Yang, Haoran Dai, and Hai Lin

Relationships in scientific data, such as the numerical and spatial distribution relations of features in univariate data, the scalar-value combinations' relations in multivariate data, and the association of volumes in time-varying and ensemble data, are intricate and complex.

Representation Learning

A Co-analysis Framework for Exploring Multivariate Scientific Data

no code implementations19 Aug 2019 Xiangyang He, Yubo Tao, Qirui Wang, Hai Lin

In this paper, we propose a co-analysis framework based on biclusters, which are two subsets of variables and voxels with close scalar-value relationships, to guide the process of visually exploring multivariate data.

Multivariate Spatial Data Visualization: A Survey

no code implementations18 Aug 2019 Xiangyang He, Yubo Tao, Qirui Wang, Hai Lin

Multivariate spatial data plays an important role in computational science and engineering simulations.

Data Visualization

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