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07/06/2022
voxel2vec: A Natural Language Processing Approach to Learning Distributed Representations for Scientific Data
Relationships in scientific data, such as the numerical and spatial dist...
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05/31/2021
Regression-Adjusted Estimation of Quantile Treatment Effects under Covariate-Adaptive Randomizations
This paper examines regression-adjusted estimation and inference of unco...
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08/19/2019
A Co-analysis Framework for Exploring Multivariate Scientific Data
In complex multivariate data sets, different features usually include di...
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08/18/2019
Multivariate Spatial Data Visualization: A Survey
Multivariate spatial data plays an important role in computational scien...
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06/24/2019
Dynamic Network Embeddings for Network Evolution Analysis
Network embeddings learn to represent nodes as low-dimensional vectors t...
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07/19/2018
CNNs based Viewpoint Estimation for Volume Visualization
Viewpoint estimation from 2D rendered images is helpful in understanding...
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06/04/2018
Limit Theory for Moderate Deviation from Integrated GARCH Processes
This paper develops the limit theory of the GARCH(1,1) process that mode...
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02/11/2018
