Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
Teaching
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Subsampling Winner Algorithm from the Feature Space for Feature Selection in Large Regression Data: A Paradigm Shift
Fan, Y., 2022.Research output: Contribution to conference › Paper
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Subsampling from features in large regression to find “winning features”
Fan, Y. & Sun, J., Apr 1 2021, In: Statistical Analysis and Data Mining. 14, 2, p. 168-184 17 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
R package {Subsamp} A variable selection methodology for large regression data.
Fan, Y., 2020Research output: Other contribution
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Increased trimethylamine N-oxide portends high mortality risk independent of glycemic control in patients with type 2 diabetes mellitus
Tang, W. H. W., Wang, Z., Li, X. S., Fan, Y., Li, D. S., Wu, Y. & Hazen, S. L., Jan 1 2017, In: Clinical Chemistry. 63, 1, p. 297-306 10 p.Research output: Contribution to journal › Article › peer-review
Open Access209 Scopus citations -
R Package{SWA} "Subsampling Winner Algorithm for Classification"
Fan, Y., 2017Research output: Other contribution
Projects
- 4 Finished
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Feature Selection and Pathway Analysis of Metabolomics Data
Fan, Y. (CoPI)
Faculty Research Development award from Cleveland State University
06/1/16 → 05/30/17
Project: Research