Research Interests

Biological sequence data processing;bioinformatics;Machine learning

Education

Projects

Publications

  1. Meng C, Ju Y, Shi H. TMPpred: A support vector machine-based thermophilic protein identifier[J]. Analytical Biochemistry, 2022: 114625. (SCI-3, IF 2022=3.365)
  2. Meng C#, Jin S, Wang L, et al. AOPs-SVM: a sequence-based classifier of antioxidant proteins using a support vector machine[J]. Frontiers in Bioengineering and Biotechnology, 2019: 224. (SCI-2, IF 2020=5.736)
  3. Meng C, Wei L, Zou Q. SecProMTB: support vector machine‐based classifier for secretory proteins using imbalanced data sets applied to Mycobacterium tuberculosis[J]. Proteomics, 2019, 19(17): 1900007. (SCI-2, IF 2020=5.89)
  4. Meng C, Zhang J, Ye X, et al. Review and comparative analysis of machine learning-based phage virion protein identification methods[J]. Biochimica et Biophysica Acta (BBA)-Proteins and Proteomics, 2020, 1868(6): 140406. (SCI-4, IF 2020=2.877)
  5. Meng C, Hu Y, Zhang Y, et al. PSBP-SVM: a machine learning-based computational identifier for predicting polystyrene binding peptides[J]. Frontiers in bioengineering and biotechnology, 2020, 8: 245. (SCI-3, IF 2020=3.036)
  6. Meng C, Wu J, Guo F, et al. CWLy-pred: A novel cell wall lytic enzyme identifier based on an improved MRMD feature selection method[J]. Genomics, 2020, 112(6): 4715-4721. (SCI-2, IF 2019=3.644)
  7. Meng C, Guo F, Zou Q. CWLy-SVM: a support vector machine-based tool for identifying cell wall lytic enzymes [J]. Computational Biology and Chemistry, 2020, 87: 107304. (SCI-3, IF 2019=3.254)
  8. Meng C, Ye Y ,Haiyan Z , et al. IIFS: An improved incremental feature selection method for protein sequence processing[J]. Computers in Biology and Medicine, 2023, 167: 107654. (SCI-2, IF 2023=5.916)
  9. Meng C, Yue P ,Yongbo B , et al. Machine learning-based antioxidant protein identification model: Progress and evaluation[J]. Journal of cellular biochemistry,2023,124(11):1825-1834. (SCI-2, IF 2023=2.67)
  10. Meng C, Yue P ,Quan Z , et al. DP-AOP: A novel SVM-based antioxidant proteins identifier[J]. International journal of biological macromolecules,2023,247: 125499. (SCI-1, IF 2023=6.609)