Gini Correlation for Feature Screening

Acta Mathematicae Applicatae Sinica English Series ◽

10.1007/s10255-021-1012-1 ◽

2021 ◽

Vol 37 (3) ◽

pp. 590-601

Author(s):

Jun-ying Zhang ◽

Xiao-feng Liu ◽

Ri-quan Zhang ◽

Hang Wang

Keyword(s):

Feature Screening ◽

Gini Correlation

Download Full-text

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

Download Full-text

Independent feature screening for ultrahigh-dimensional models with interactions

Journal of the Korean Statistical Society ◽

10.1016/j.jkss.2014.03.001 ◽

2014 ◽

Vol 43 (4) ◽

pp. 567-583

Author(s):

Yunquan Song ◽

Xuehu Zhu ◽

Lu Lin

Keyword(s):

Feature Screening ◽

Dimensional Models

Download Full-text

Feature screening using signal-to-noise ratios

Neurocomputing ◽

10.1016/s0925-2312(99)00147-2 ◽

2000 ◽

Vol 31 (1-4) ◽

pp. 29-44 ◽

Author(s):

Kenneth W. Bauer ◽

Stephen G. Alsing ◽

Kelly A. Greene

Keyword(s):

Signal To Noise ◽

Feature Screening

Download Full-text

An adaptive threshold determination method of feature screening for genomic selection

BMC Bioinformatics ◽

10.1186/s12859-017-1617-9 ◽

2017 ◽

Vol 18 (1) ◽

Author(s):

Guifang Fu ◽

Gang Wang ◽

Xiaotian Dai

Keyword(s):

Genomic Selection ◽

Adaptive Threshold ◽

Determination Method ◽

Feature Screening ◽

Threshold Determination ◽

Adaptive Threshold Determination

Download Full-text

Feature screening in large scale cluster analysis

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2017.08.001 ◽

2017 ◽

Vol 161 ◽

pp. 191-212

Author(s):

Trambak Banerjee ◽

Gourab Mukherjee ◽

Peter Radchenko

Keyword(s):

Cluster Analysis ◽

Large Scale ◽

Feature Screening

Download Full-text

Marginal empirical likelihood and sure independence feature screening

The Annals of Statistics ◽

10.1214/13-aos1139 ◽

2013 ◽

Vol 41 (4) ◽

pp. 2123-2148 ◽

Author(s):

Jinyuan Chang ◽

Cheng Yong Tang ◽

Yichao Wu

Keyword(s):

Empirical Likelihood ◽

Feature Screening

Download Full-text

Variable Selection and Feature Screening

Macroeconomic Forecasting in the Era of Big Data - Advanced Studies in Theoretical and Applied Econometrics ◽

10.1007/978-3-030-31150-6_10 ◽

2019 ◽

pp. 293-326

Author(s):

Wanjun Liu ◽

Runze Li

Keyword(s):

Variable Selection ◽

Feature Screening

Download Full-text

Conditional feature screening for mean and variance functions in models with multiple-index structure

Metrika ◽

10.1007/s00184-018-0646-3 ◽

2018 ◽

Vol 81 (4) ◽

pp. 357-393

Author(s):

Qinqin Hu ◽

Lu Lin

Keyword(s):

Index Structure ◽

Feature Screening ◽

Variance Functions ◽

Mean And Variance

Download Full-text

Feature screening based on ultrahigh dimensional competing risks models

Scientia Sinica Mathematica ◽

10.1360/n012017-00069 ◽

2018 ◽

Vol 48 (8) ◽

pp. 1061 ◽

Author(s):

Li Erqian ◽

Mei Bo ◽

Tian Maozai

Keyword(s):

Competing Risks ◽

Feature Screening

Download Full-text

Generalized Gini Correlation and its Application in Data-Mining

Data Mining and Knowledge Discovery ◽

10.1007/s10618-016-0450-5 ◽

2016 ◽

Vol 30 (6) ◽

pp. 1455-1479 ◽

Author(s):

Yi Gao ◽

Wenxin Jiang ◽

Martin A. Tanner

Keyword(s):

Data Mining ◽

Gini Correlation

Download Full-text