趙曉威，博士，東北師範大學計算機與信息技術學院講師。
基本介紹
- 中文名：趙曉威
- 學位/學歷：博士
- 職業：教師
- 專業方向：大數據分析
- 任職院校：東北師範大學計算機與信息技術學院
人物經歷,研究方向,學術成果,
人物經歷
2010/09-2013/07，東北師範大學，計算機科學與信息技術學院，博士
2013/07-2015/07，東北師範大學，數學與統計學院，統計學，博士後
2013/07-，東北師範大學，計算機科學與信息技術學院，講師
研究方向
大數據分析，推薦系統，機器學習
學術成果
科研項目
中國博士後基金第八批特別資助，蛋白質翻譯後修飾特異性預測的特徵抽取及學習算法研究主持
中國博士後基金面上項目一等資助，蛋白質翻譯後修飾位點預測的特徵抽取和學習算法研究，主持
國家自然科學基金青年項目，蛋白質翻譯後修飾位點物種特異性預測的特徵抽取和學習算法研究，主持
國家自然科學基金青年項目，人類膜蛋白互動組網路構建，，參加
吉林省自然科學青年基金，蛋白質相互作用熱點殘基及熱區識別算法研究，主持
論文
(1)Qiao Ning, Xiaosa Zhao, Lingling Bao, Jinchao Ji, Zhiqiang Ma, Xiaowei Zhao*.Detecting Succinylation sites from protein sequences using ensemble support vector machine.BMC Bioinformatics, 2018,SCI檢索.
(2) Xiaosa Zhao, Lingling Bao, Qiao Ning, Jinchao Ji, Xiaowei Zhao*. An Improved Binary Differential Evolution Algorithm for Feature Selection in Molecular Signatures. Molecular Informatics, 2018.SCI檢索.
(3) Xiaowei Zhao, Lingling Bao, Xiaosa Zhao, Minghao Yin*. PPIs Meta: A Meta-predictor of Protein-Protein Interaction Sites with Weighted Voting Strategy, Current Proteomics, 2017, 14(999):1-1.SCI檢索.
(4) Xiaowei Zhao, Xiaosa Zhao, Lingling Bao, Yonggang Zhang, Jiangyan Dai, Minghao Yin*. Glypre: In Silico Prediction of Protein Glycation Sites by Fusing Multiple Features and Support Vector Machine. Molecules, 2017, 22(11):1891.SCI檢索.
(5) Fei He, Lingling Bao, Rui Wang, Jiagen Li, Dong Xu and Xiaowei Zhao*, A multimodal deep architecture for large-scale protein ubiquitylation site prediction. 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Kansas City, MO, USA, 2017, 108-113.SCI檢索.
(6) Xiaowei Zhao*, Qiao Ning, Meiyue Ai, Haiting Chai, Guifu Yang. Identification of S-glutathionylation sites in species-specific proteins by incorporating five sequence-derived features into the general pseudo-amino acid composition, Journal of Theoretical Biology, 2016, 398: 96-102.SCI檢索.
(7) Xiaowei Zhao*, Qiao Ning, Haiting Chai, Meiyue Ai, Zhiqiang Ma*. PGlcS: Prediction of protein O-GlcNAcylation sites with multiple features and analysis, Journal of Theoretical Biology, 2015, 380: 524-529.SCI檢索.
(8) Xiaowei Zhao*, Qiao Ning, Haiting Chai, Zhiqiang Ma*. Accurate in silico identification of protein succinylation sites using an iterative semi-supervised learning technique, Journal of Theoretical Biology, 2015, 374: 60-65.SCI檢索.
(9) Xiaowei Zhao*, Qiao Ning, Meiyu Ai, Haiting Chai, Minghao Yin. PGlus: prediction of protein S-glutathionylation sites with multiple features and analysis, Molecular BioSystems, 2015, 11: 923-929.SCI檢索.
(10) Xiaowei Zhao, Jianyan Dai, Qiao Ning, Zhiqiang Ma*, Minghao Yin, Pingping Sun. Position-Specific Analysis and prediction of protein pupylation sites based on multiple features, BioMed Research International, 2013, 16(5): 63-71.SCI檢索.
(11) Xiaowei Zhao, Jian Zhang, Qiao Ning, Zhiqiang Ma*, Minghao Yin*. Identification of protein pupylation sites using Bi-Profile Bayes feature extraction and ensemble learning, Mathematical Problems in Engineering, 2013, 5(10): 12-19.SCI檢索.
(12) Jian Zhang, Xiaowei Zhao*, Pingping Sun, Bo Gao, Zhiqiang Ma*. Conformational B-Cell Epitopes Prediction from Sequences Using Cost-Sensitive Ensemble Classifiers and Spatial Clustering, BioMed Research International, 2014, 689219: 1-12.SCI檢索.
(13) Xiaowei Zhao, Jianyan Dai, Qiao Ning, Zhiqiang Ma*, Minghao Yin, Pingping Sun. Position-Specific Analysis and prediction of protein pupylation sites based on multiple features, BioMed Research International, 2013, 16(5): 63-71.SCI檢索.
(14) Xiaowei Zhao, Jian Zhang, Qiao Ning, Zhiqiang Ma*, Minghao Yin*. Identification of protein pupylation sites using Bi-Profile Bayes feature extraction and ensemble learning, Mathematical Problems in Engineering, 2013, 5(10): 12-19.SCI檢索.
(15) Xiaowei Zhao, Wenyi Zhang, Xin Xu, Zhiqiang Ma*, Minghao Yin*. Prediction of protein phosphorylation sites by using the composition of k-spaced amino acid pairs, PLoS ONE, 2012, 7(10): e46032.SCI檢索.
(16) Xiaowei Zhao, Zhiqiang Ma*, Minghao Yin*. Using support vector machine and evolutionary profiles to predict antifreeze protein sequences, International Journal of Molecular Sciences, 2012, 13: 2196-2207.SCI檢索.
(17) Xiaowei Zhao, Zhiqiang Ma*, Minghao Yin*. Predicting protein-protein interactions by combing various sequence-derived features into the general form of Chou’s Pseudo amino acid composition, Protein and Peptide Letters, 2012, 19: 492-500.SCI檢索.
(18) Xiaowei Zhao, Jiakui Li, Yanxin Huang*, Zhiqiang Ma*, Minghao Yin*. Prediction of bioluminescent proteins using auto covariance transformation of evolutional profiles, International Journal of Molecular Sciences, 2012, 13: 3650-3660.SCI檢索.
(19) Xiaowei Zhao, Xiangtao Li, Zhiqiang Ma*, Minghao Yin*. Identify DNA-binding proteins with optimal Chou’s amino acid composition, Protein and Peptide Letters, 2012, 19: 398-405.SCI檢索.
(20) Jian Zhang, Xiaowei Zhao*, Pingping Sun, Bo Gao, Zhiqiang Ma*. Conformational B-Cell Epitopes Prediction from Sequences Using Cost-Sensitive Ensemble Classifiers and Spatial Clustering, BioMed Research International, 2014, 689219: 1-12.SCI檢索.
