A Hybrid Approach for Missing Data Imputation in Gene Expression Dataset Using Extra Tree Regressor and a Genetic Algorithm
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Publisher
Springer Nature Singapore
Link
https://link.springer.com/content/pdf/10.1007/978-981-99-0047-3_12
Reference30 articles.
1. Gan X, Liew AWC, Yan H (2006) Microarray missing data imputation based on a set theoretic framework and biological knowledge. Nucleic Acids Res 34(5):1608–1619
2. Pedersen AB, Mikkelsen EM, Cronin-Fenton D, Kristensen NR, Pham TM, Pedersen L, Petersen I (2017) Missing data and multiple imputation in clinical epidemiological research. Clin Epidemiol 9:157
3. Dubey A, Rasool A (2020) Time series missing value prediction: algorithms and applications. In: International Conference on Information, Communication and Computing Technology. Springer, pp. 21–36
4. Trevino V, Falciani F, Barrera- HA (2007) DNA microarrays: a powerful genomic tool for biomedical and clinical research. Mol Med 13(9):527–541
5. Chakravarthi BV, Nepal S, Varambally S (2016) Genomic and epigenomic alterations in cancer. Am J Pathol 186(7):1724–1735
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