Classification of imbalanced datasets utilizing the synthetic minority oversampling method in conjunction with several machine learning techniques
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Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s42044-024-00207-7.pdf
Reference61 articles.
1. Vamathevan, J., Clark, D., Czodrowski, P., et al.: Applications of machine learning in drug discovery and development. Nat. Rev. Drug Discov. 18(6), 463–477 (2019). https://doi.org/10.1038/s41573-019-0024-5
2. Patel, V., Shah, M.: Artificial intelligence and machine learning in drug discovery and development. Intell. Med. 2(3), 134–140 (2022). https://doi.org/10.1016/j.imed.2021.10.001
3. Lee, H., Kim, W.: Comparison of target features for predicting drug-target interactions by deep neural network based on large-scale drug-induced transcriptome data. Pharmaceutics 11(8), 377 (2019). https://doi.org/10.3390/pharmaceutics11080377
4. Putin, E., Asadulaev, A., Ivanenkov, Y., et al.: Reinforced adversarial neural computer for de novo molecular design. J. Chem. Inf. Model. 58(6), 1194–1204 (2018). https://doi.org/10.1021/acs.jcim.7b00690
5. Popova, M., Isayev, O., Tropsha, A.: Deep reinforcement learning for de novo drug design. Sci. Adv. 4(7):eaap7885. (2018) https://doi.org/10.1126/sciadv.aap7885
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