Feature Screening via Distance Correlation Learning

Journal of the American Statistical Association ◽

10.1080/01621459.2012.695654 ◽

2012 ◽

Vol 107 (499) ◽

pp. 1129-1139 ◽

Author(s):

Runze Li ◽

Wei Zhong ◽

Liping Zhu

Keyword(s):

Feature Screening ◽

Distance Correlation ◽

Correlation Learning

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A note on quantile feature screening via distance correlation

Statistical Papers ◽

10.1007/s00362-017-0894-8 ◽

2017 ◽

Vol 60 (5) ◽

pp. 1741-1762 ◽

Author(s):

Xiaolin Chen ◽

Xiaojing Chen ◽

Yi Liu

Keyword(s):

Feature Screening ◽

Distance Correlation

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Feature screening via Bergsma–Dassios sign correlation learning

Statistics and Its Interface ◽

10.4310/20-sii662 ◽

2021 ◽

Vol 14 (4) ◽

pp. 417-430

Author(s):

Daojiang He ◽

Xinxin Hao ◽

Kai Xu ◽

Lei He ◽

Youxin Liu

Keyword(s):

Feature Screening ◽

Correlation Learning ◽

Sign Correlation

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Model-free feature screening via distance correlation for ultrahigh dimensional survival data

Statistical Papers ◽

10.1007/s00362-020-01210-3 ◽

2020 ◽

Author(s):

Jing Zhang ◽

Yanyan Liu ◽

Hengjian Cui

Keyword(s):

Survival Data ◽

Feature Screening ◽

Distance Correlation ◽

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Robust feature screening for ultra-high dimensional right censored data via distance correlation

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2017.10.004 ◽

2018 ◽

Vol 119 ◽

pp. 118-138 ◽

Author(s):

Xiaolin Chen ◽

Xiaojing Chen ◽

Hong Wang

Keyword(s):

Censored Data ◽

High Dimensional ◽

Right Censored Data ◽

Feature Screening ◽

Distance Correlation

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Feature screening based on distance correlation for ultrahigh-dimensional censored data with covariate measurement error

Computational Statistics ◽

10.1007/s00180-020-01039-2 ◽

2020 ◽

Author(s):

Li-Pang Chen

Keyword(s):

Measurement Error ◽

Censored Data ◽

Feature Screening ◽

Distance Correlation ◽

Covariate Measurement Error

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Robust Feature Screening via Distance Correlation for Ultrahigh Dimensional Data With Responses Missing at Random

Statistica Sinica ◽

10.5705/ss.202020.0421 ◽

2023 ◽

Author(s):

Linli Xia ◽

Niansheng Tang

Keyword(s):

Missing At Random ◽

Feature Screening ◽

Distance Correlation

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Support Vector Machine combined with Distance Correlation learning for Dst forecasting during intense geomagnetic storms

Planetary and Space Science ◽

10.1016/j.pss.2015.11.004 ◽

2016 ◽

Vol 120 ◽

pp. 48-55 ◽

Author(s):

J.Y. Lu ◽

Y.X. Peng ◽

M. Wang ◽

S.J. Gu ◽

M.X. Zhao

Keyword(s):

Support Vector Machine ◽

Geomagnetic Storms ◽

Support Vector ◽

Distance Correlation ◽

Correlation Learning

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Using a negative correlation learning method to evolve fault tolerant digital circuits

Artificial Intelligence and Industrial Application ◽

10.2495/aiia140831 ◽

2015 ◽

Author(s):

H. C. Wu ◽

D. M. Wei ◽

Y. Zhao ◽

X. H. Wang

Keyword(s):

Negative Correlation ◽

Digital Circuits ◽

Fault Tolerant ◽

Learning Method ◽

Negative Correlation Learning ◽

Correlation Learning

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Feature Screening for High-Dimensional Survival Data via Censored Quantile Correlation

Journal of Systems Science and Complexity ◽

10.1007/s11424-020-9295-5 ◽

2020 ◽

Author(s):

Kai Xu ◽

Xudong Huang

Keyword(s):

Survival Data ◽

High Dimensional ◽

Feature Screening

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Spatial-Temporal Correlation Learning for Real-Time Video Deinterlacing

2021 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme51207.2021.9428121 ◽

2021 ◽

Author(s):

Yuqing Liu ◽

Xinfeng Zhang ◽

Shanshe Wang ◽

Siwei Ma ◽

Wen Gao

Keyword(s):

Real Time ◽

Temporal Correlation ◽

Correlation Learning ◽

Video Deinterlacing

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