PredAPP: Predicting Anti-Parasitic Peptides with Undersampling and Ensemble Approaches.

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第一作者： Wei,Zhang

第一单位： Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education and Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, Anhui, China.;State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, 230036, Anhui, China.

作者： Wei,Zhang ^[1] ; Enhua,Xia ^[2] ; Ruyu,Dai ^[3] ; Wending,Tang ^[3] ; Yannan,Bin ^[4] ; Junfeng,Xia ^[5]

作者单位： Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education and Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, Anhui, China.;State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, 230036, Anhui, China. ^[1] State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, 230036, Anhui, China. ^[2] Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education and Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, Anhui, China. ^[3] Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education and Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, Anhui, China. ynbin@ahu.edu.cn.;Anhui Key Laboratory of Modern Biomanufacturing, Anhui University, Hefei, 230601, Anhui, China. ynbin@ahu.edu.cn. ^[4] Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education and Information Materials and Intelligent Sensing Laboratory of Anhui Province, Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, Anhui, China. jfxia@ahu.edu.cn.;State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, 230036, Anhui, China. jfxia@ahu.edu.cn. ^[5]

关键词 Anti-parasitic peptide Feature representation learning Logistic regression Undersampling method

主题词算法(Algorithms);计算机(Computers);Logistic模型(Logistic Models);肽类(Peptides)

DOI 10.1007/s12539-021-00484-x

PMID 34608613

发布时间 2022-03-11

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