Pengwei Xing

Graduate Student

About Me

Hi, I am Pengwei Xing

  • Machine Learning
  • Biological Information
  • Computer Vision
  • Deep Learning

My Experience

  • Computer Science and Technology in Henan University(2012~2016)
  • Pattern Recognition and Intelligent System in Tianjin University (2016~now)

My Publications

1. Pengwei Xing, Ran Su, Fei Guo, and Leyi Wei*.
Identifying N6-methyladenosine sites using multi-interval nucleotide pair position specificity and support vector machine.
Scientific Reports. 2017. 7, 46757. DOI: 10.1038/srep46757. (IF2015=5.228).

2. Leyi Wei, Pengwei Xing, Ran Su, Gaotao Shi, ZhanShan Ma*, and Quan Zou*.
CPPred-RF: a sequence-based predictor for identifying cell-penetrating peptides and their uptake efficiency.
Journal of Proteome Research. 2017. (SCI, JCR-2, IF2015=4.173). DOI: 10.1021/acs.jproteome.7b00019.

3. Chen Wei, Pengwei Xing, and Quan Zou*.
Detecting N6-methyladenosine sites from RNA transcriptomes using ensemble Support Vector Machines.
Scientific Reports. 2017. 7, 40242. DOI: 10.1038/srep40242. (IF2015=5.228).

4. Leyi Wei, PengWei Xing, Gaotao Shi, Zhiliang Ji, and Quan Zou*.
Fast prediction of methylation sites using sequence-based feature selection technique.
IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2017. (IF2015=1.609). DOI: 10.1109/TCBB.2017.2670558.

5. Leyi Wei, PengWei Xing, Jijun Tang, and Quan Zou*.
PhosPred-RF: a novel sequence-based predictor for phosphorylation sites using sequential information only.
IEEE Transactions on Nanobioscience. 2017. (IF2015=1.969). DOI:10.1109/TNB.2017.2661756.

6. Leyi Wei, Pengwei Xing, Jiancang Zeng, JinXiu, Chen Ran Su, Fei Guo
Improved prediction of protein-protein interactions using novel negative samples, features, and an ensemble classifier.
Artif Intell Med. 2017 Mar 4. pii: S0933-3657(16)30569-3. doi: 10.1016/j.artmed.2017.03.001.