Concepedia

Guo-Xun Yuan

GY

6

Publications

750

Citations

6

H-Index

2010

Active since

Affiliations

National Taiwan University(Current)

Guo-Xun Yuan is an author at National Taiwan University specializing in computer science, data science, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData MiningDeep LearningKnowledge DiscoveryPattern RecognitionDesignManagement

Publications per year

2010–2018

6

Publications

6

Recent Advances of Large-Scale Linear Classification

Guo-Xun Yuan, Chia-Hua Ho, Chih‐Jen Lin · Proceedings of the IEEE · 2012 · 263 citations

Data Classification, Support Vector Machine, Classification Method +13

A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification

Guo-Xun Yuan, Kai-Wei Chang, Cho‐Jui Hsieh et al. · 2010 · 207 citations

Engineering, Machine Learning, Feature Selection +16

An improved GLMNET for L1-regularized logistic regression

Guo-Xun Yuan, Chia-Hua Ho, Chih‐Jen Lin · 2012 · 128 citations

An improved GLMNET for l1-regularized logistic regression

Guo-Xun Yuan, Chia-Hua Ho, Chih‐Jen Lin · 2011 · 94 citations

Mathematical Programming, Large-scale Global Optimization, Improved Glmnet +16

Visualizing Flow of Uncertainty through Analytical Processes

Yingcai Wu, Guo-Xun Yuan, Kwan‐Liu Ma · IEEE Transactions on Visualization and Computer Graphics · 2012 · 47 citations

Interactive Visualization, Engineering, Data Science +15

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