Benchmarking Penalized Regression Methods in Machine Learning for Single Cell RNA Sequencing Data
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Springer International Publishing
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https://link.springer.com/content/pdf/10.1007/978-3-031-06220-9_17
Reference48 articles.
1. Slovin, S., et al.: Single-cell RNA sequencing analysis: a step-by-step overview. RNA Bioinform. 343–365 (2021). https://doi.org/10.1007/978-1-0716-1307-8_19
2. Kiselev, V.Y., Andrews, T.S., Hemberg, M.: Challenges in unsupervised clustering of single-cell RNA-seq data. Nat. Rev. Genet. 20(5), 273–282 (2019)
3. Kaymaz, Y., Ganglberger, F., Tang, M., Fernandez-Albert, F., Lawless, N., Sackton, T.B.: HieRFIT: Hierarchical Random Forest for Information Transfer. bioRxiv (2020). https://doi.org/10.1101/2020.09.16.300822
4. Pouyan, M.B., Kostka, D.: Random forest based similarity learning for single cell RNA sequencing data. Bioinformatics 34(13), i79–i88 (2018)
5. Chen, X.W., Jeong, J.C.: Enhanced recursive feature elimination. In: Sixth International Conference on Machine Learning and Applications (ICMLA 2007), pp. 429–435. IEEE (2007)
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1. A Novel Algorithm for Feature Selection Using Penalized Regression with Applications to Single-Cell RNA Sequencing Data;Biology;2022-10-12
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