PreTP-EL: prediction of therapeutic peptides based on ensemble learning |
[1] Guo Y, Yan K, Liu B*. PreTP-EL: prediction of therapeutic peptides based on ensemble learning (Submitted)
[2] Wei L, Zhou C, Su R, Zou Q. PEPred-Suite: improved and robust prediction of therapeutic peptides using adaptive feature representation learning. Bioinformatics 2019, 35(21):4272-4280.
[3] Liu B, et al. BioSeq-Analysis2.0: an updated platform for analyzing DNA, RNA, and protein sequences at sequence level and residue level based on machine learning approaches. Nucleic Acids Research 2019;47(20):e127.
[4] Wang N , Zhang J , Liu B . IDRBP-PPCT: Identifying nucleic acid-binding proteins based on Position-Specific Score Matrix and Position-Specific Frequency Matrix Cross Transformation[J]. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2021, PP(99):1-1.
[5] Zhang J , Liu B . PSFM-DBT: Identifying DNA-Binding Proteins by Combing Position Specific Frequency Matrix and Distance-Bigram Transformation[J]. International Journal of Molecular Sciences, 2017, 18(9):1856-.
[6] Xu R, Zhou J, Wang H, He Y, Wang X, Liu B. Identifying DNA-binding proteins by combining support vector machine and PSSM distance transformation. BMC Syst Biol. 2015;9 Suppl 1(Suppl 1):S10.
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Bin Liu
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School of Computer Science and Technology, Beijing Institute of Technology, China.
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