赵晓威
东北师范大学
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职　　称：讲师
研究方向：大数据分析、推荐系统、机器学习
办公电话：**
办公地点：计算机学院二楼
电子邮件：zhaoxw303@nenu.edu.cn



个人简历
2010/09-2013/07，东北师范大学，计算机科学与信息技术学院，博士2013/07-2015/07，东北师范大学，数学与统计学院，统计学，博士后2013/07-至今，东北师范大学，计算机科学与信息技术学院，讲师研究方向：大数据分析，推荐系统，机器学习项目情况：1. 中国博士后基金第八批特别资助，2015T80285，蛋白质翻译后修饰特异性预测的特征抽取及学习算法研究，15万元，主持2. 中国博士后基金面上项目一等资助，2014M550166，蛋白质翻译后修饰位点预测的特征抽取和学习算法研究，8万元，主持3. 国家自然科学基金青年项目，**，蛋白质翻译后修饰位点物种特异性预测的特征抽取和学习算法研究，25万元，主持4. 国家自然科学基金青年项目，**，人类膜蛋白交互组网络构建，26万，参加5. 吉林省自然科学青年基金，JH、蛋白质相互作用热点残基及热区识别算法研究，6万元，主持论文情况：(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.(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检索.

社会兼职




获奖情况


2013年获得吉林省自然科学学术成果一等奖。


教学信息 （数据来源：教务处）


离散数学
信息技术2（网络应用基础）


科研信息 （数据来源：科学技术处、社会科学处）


论文：
1. Large-scale prediction of protein ubiquitination sites using a multimodal deep architecture，BMC SYSTEMS BIOLOGY，2018年
2. General and Species-Specific Lysine Acetylation Site Prediction Using a Bi-Modal Deep Architecture，IEEE ACCESS，2018年
3. Detecting Succinylation sites from protein sequences using ensemble support vector machine，BMC BIOINFORMATICS，2018年
4. An Improved Binary Differential Evolution Algorithm for Feature Selection in Molecular Signatures，Molecular Informatics，2018年
5. A Multimodal Deep Architecture for Large-Scale Protein Ubiquitylation Site Prediction，2017 IEEE International Conference on Bioinformatics and Biomedicine(BIBM)，2017年
6. Glypre: In Silico Prediction of Protein Glycation Sites by Fusing Multiple Features and Support Vector Machine，MOLECULES，2017年
7. EPuL: An Enhanced Positive-Unlabeled Learning Algorithm for the Prediction of Pupylation Sites，MOLECULES，2017年
8. PPIs Meta: A Meta-predictor of Protein-Protein Interaction Sites with Weighted Voting Strategy，CURRENT PROTEOMICS，2017年
9. Identification of S-glutathionylation sites in species-specific proteins by incorporating five sequence-derived features into the general pseudo-amino acid composition，J THEOR BIOL，2016年
10. Prediction of protein solvent accessibility using PSO-SVR with multiple sequence-derived features and weighted sliding window scheme，BIODATA MINING，2015年


其它信息