Research Interests
- Application of artificial intelligence in bioinformatics
Publications
- Z. B. Lv et al., eFeature: A peptide and protein sequences deep representation learning features extraction toolkit Journal XXX , (2021 under submission)
- Z. B. Lv et al., Anti-Cancer Peptides Prediction with Deep Representation Learning Features Briefing in Bioinformatics XXX , DOI: 10.1093/bib/bbab008 (2021 Accepted)
- Z. B. Lv et al., Identification of Sub-Golgi Proteins by Use of Deep Representation Learning Features Bioinformatics XXX , XXX DOI:10.1093/bioinformatics/btaa1074
- Z. B. Lv et al., A Convolutional Neural Network Using Dinucleotide One-hot Encoder for identifying DNA N6-Methyladenine Sites in the Rice Genome Neurocomputing 422 ,214 (2021)
- Z. B. Lv et al., RF-PseU: A Random Forest Predictor for RNA Pseudouridine Sites Frontiers In Bioengineering And Biotechnology 8 , 134 (2020)
- Z. B. Lv et al., Escherichia Coli DNA N-4-Methycytosine Site Prediction Accuracy Improved by Light Gradient Boosting Machine Feature Selection Technology IEEE Access 8, 14851 (2020)
- Z. B. Lv et al., A Random Forest Sub-Golgi Protein Classifier Optimized via Dipeptide and Amino Acid Composition Features Frontier in Bioengineering and Biotechnology 7,## (2019)
- Z. B. Lv et al., Protein Function Prediction: From Traditional Classifier to Deep Learning Proteomics 19, 1900119 (2019)
- Z. B. Lv et al., Molecular Computing and Bioinformatics Molecules 24, 13 (2019)
Funding
2021-2013 |
China National Natural Science Foundation of China Youth Program |
2020-2021 |
China Postdoctoral Science Foundation |
Honors and Awards
2019 |
Second prize of natural science award of the ministry of education,China |