教授 博士生導師

鄒權

教授 博士生導師

電子郵箱:zouquan(a)nclab.net

辦公電話:

教育背景

2000.9---2004.7   哈爾濱工業大學  計算機學院    獲工學學士學位 

2004.9---2009.10  哈爾濱工業大學  計算機學院    獲工學博士學位 


工作經歷

2018.9---今        電子科技大學基礎與前沿研究院    教授、博士生導師

2015.6---2018.9    天津大學計算機學院              研究員(特聘)、博士生導師 

2013.8---2015.4    廈門大學計算機系                副教授 

2009.10---2013.7   廈門大學計算機系                助理教授


研究領域

生物信息學


代表論文

  1. Xiangxiang Zeng, Wei Lin, Maozu Guo, Quan Zou*. A comprehensive overview and evaluation of circular RNA detection tools. PLoS Computational Biology. 2017,13(6): e1005420 (SCI, IF2015=4.587, PMID: 28594838) (data and codes)

  2. Quan Zou*, Qinghua Hu, Maozu Guo, Guohua Wang*. HAlign: Fast Multiple Similar DNA/RNA Sequence Alignment Based on the Centre Star Strategy. Bioinformatics. 2015,31(15): 2475-2481. (SCI, IF2016=7.307, PMID: 25812743) (Software)(該軟件被OMICTOOLS推薦)

  3. Wei Tang, Shixiang Wan, Zhen Yang, Andrew E. Teschendorff*, Quan Zou*. Tumor Origin Detection with Tissue-Specific miRNA and DNA methylation Markers. Bioinformatics. 2018, 34(3): 398-406. (SCI, IF2016=7.307, PMID:29028927) (web server)

  4. Leyi Wei, Shasha Luan, Luis Eijy Nagai, Ran Su*, Quan Zou*. Exploring sequence-based features for the improved prediction of DNA N4-methylcytosine sites in multiple species. Bioinformatics. Doi: 10.1093/bioinformatics/bty824. (web server)

  5. Cangzhi Jia*, Yun Zuo, Quan Zou*. O-GlcNAcPRED-II: an integrated classification algorithm for identifying O-GlcNAcylation sites based on fuzzy undersampling and a K-means PCA oversampling technique. Bioinformatics. 2018, 34(12): 2029-2036. (SCI, IF2016=7.307, PMID:29420699)(web server)(該軟件被OMICTOOLS推薦)

  6. Xiangxiang Zeng, Li Liu, Linyuan Lu*, Quan Zou*. Prediction of potential disease-associated microRNAs using structural perturbation method. Bioinformatics. 2018, 34(14): 2425-2432.(SCI, IF2016=7.307, PMID:29490018)(codes)

  7. Wenying He, Cangzhi Jia*, Quan Zou*. 4mCPred: Machine Learning Methods for DNA N4-methylcytosine sites Prediction. Bioinformatics. doi: 10.1093/bioinformatics/bty668 (SCI, IF2016=7.307, PMID: 30052767)(web server)

  8. Jianbo Pan, Shichang Hu, Hao Wang, Quan Zou*, Zhiliang Ji*. PaGeFinder: Quantitative Identification of Spatiotemporal Pattern Genes. Bioinformatics. 2012, 28(11):1544-1545. (SCI, IF2016=7.307, PMID:22492640)(Web Server)

  9. Quan Zou, Gang Lin, Xingpeng Jiang, Xiangrong Liu, Xiangxiang Zeng. Sequence clustering in bioinformatics: an empirical study. Briefings in Bioinformatics. Doi: 10.1093/bib/bby090 (data)

  10. Quan Zou*, Xubin Li, Wenrui Jiang, Ziyu Lin, Guilin Li, Ke Chen. Survey of MapReduce Frame Operation in Bioinformatics. Briefings in Bioinformatics. 2014,15(4): 637-647. (SCI, IF2015=8.399, PMID: 23396756)

  11. Xiangxiang Zeng, Xuan Zhang, Quan Zou*. Integrative approaches for predicting microRNA function and prioritizing disease-related microRNA using biological interaction networks. Briefings in Bioinformatics. 2016,17(2):193-203.(SCI, IF2015=8.399,PMID:26059461)

  12. Wenhe Su, Xiangke Liao, Yutong Lu, Quan Zou*, Shaoliang Peng*. Multiple Sequence Alignment Based on a Suffix Tree and Center-Star Strategy: A Linear Method for Multiple Nucleotide Sequence Alignment on Spark Parallel Framework. Journal of Computational Biology. 2017, 24(12): 1230-1242 (SCI, IF2016=1.032, PMID: 29116822) (codes)(該軟件被OMICTOOLS推薦)

  13. Pei Li, Maozu Guo, Chunyu Wang, Xiaoyan Liu, Quan Zou*. An overview of SNP interactions in genome-wide association studies. Briefings in Functional Genomics. 2015, 14(2):143-155. (SCI, IF2015=3.124,PMID: 25241224)

  14. Quan Zou, Jinjin Li, Li Song, Xiangxiang Zeng, Guohua Wang. Similarity computation strategies in the microRNA-disease network: A Survey. Briefings in Functional Genomics. 2016, 15(1): 55-64. (SCI, IF2015=3.124,PMID: 26134276)

  15. Leyi Wei, Pengwei Xing, Gaotao Shi, Zhiliang Ji*, Quan Zou*. Fast prediction of protein methylation sites using a sequence-based feature selection technique. IEEE/ACM Transactions on Computational Biology and Bioinformatics. Doi: 10.1109/TCBB.2017.2670558. (SCI, IF2015=1.609, PMID:28222000)(web server)(該軟件被OMICTOOLS推薦)

  16. Xiangxiang Zeng, Yuanlu Liao, Yuansheng Liu, Quan Zou*. Prediction and validation of disease genes using HeteSim Scores. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2017, 14(3):687-695. (SCI, IF2015=1.609, PMID:26890920)(Codes and Data)

  17. Yuansheng Liu, Xiangxiang Zeng, Zengyou He*, Quan Zou*. Inferring microRNA-disease associations by random walk on a heterogeneous network with multiple data sources. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2017, 14(4): 905-915.(Web Server)(SCI, IF2015=1.609, PMID:27076459)

  18. Leyi Wei, Minghong Liao, Yue Gao, Rongrong Ji, Zengyou He*, Quan Zou*. Improved and Promising Identification of Human MicroRNAs by Incorporating a High-quality Negative Set. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2014, 11(1):192-201 (Software) (SCI, IF2015=1.609, PMID: 24216114)

  19. Leyi Wei, Pengwei Xing, Jijun Tang, Quan Zou*. PhosPred-RF: a novel sequence-based predictor for phosphorylation sites using sequential information only. IEEE Transactions on NanoBioscience. 2017, 16(4): 240-247. (SCI, IF2015=1.969, PMID:28166503) (web server)

  20. Leyi Wei, Jijun Tang, Quan Zou*. Local-DPP: An Improved DNA-binding Protein Prediction Method by Exploring Local Evolutionary Information. Information Sciences. 2017, 384:135-144. (SCI, IF2015=3.364)(web server)

  21. Leyi Wei, Yijie Ding, Ran Su, Jijun Tang, Quan Zou*. Prediction of human protein subcellular localization using deep learning. Journal of Parallel and Distributed Computing. 2018, 117: 212-217 (SCI, IF2015=1.320)

  22. Shixiang Wan, Yucong Duan, Quan Zou*. HPSLPred: An Ensemble Multi-label Classifier for Human Protein Subcellular Location Prediction with Imbalanced Source. Proteomics. 2017, 17: 1700262. (SCI, IF2015=4.079, PMID: 28776938) (web server)(該軟件被OMICTOOLS推薦)

  23. Leyi Wei, Pengwei Xing, Ran Su, Gaotao Shi, Zhanshan Sam Ma*, Quan Zou*. CPPred-RF: a sequence-based predictor for identifying cell-penetrating peptides and their uptake efficiency. Journal of Proteome Research. 2017, 16(5):2044-2053.(SCI, IF2015=4.173, PMID: 28436664)(web server)

  24. Li Song, Dapeng Li, Xiangxiang Zeng, Yunfeng Wu, Li Guo*, Quan Zou*. nDNA-prot: Identification of DNA-binding Proteins Based on Unbalanced Classification. BMC Bioinformatics. 2014, 15:298. (SCI, IF2015=2.435, PMID: 25196432)(Web Server)

  25. Quan Zou, Shixiang Wan, Ying Ju, Jijun Tang, Xiangxiang Zeng. Pretata: predicting TATA binding proteins with novel features and dimensionality reduction strategy. BMC Systems Biology. 2016, 10(Suppl 4): 114(SCI, IF2015=2.208, PMID: 28155714)(Web Server)

  26. Wenying He, Cangzhi Jia, Yucong Duan, Quan Zou*. 70ProPred: a predictor for discovering sigma70 promoters based on combining multiple features. BMC Systems Biology. 2018,12(Suppl 4): 44(SCI, IF2015=2.208, PMID: 29745856)(Web Server)

  27. Quan Zou, Shixiang Wan, Xiangxiang Zeng, Zhanshan Sam Ma. Reconstructing evolutionary trees in parallel for massive sequences. BMC Systems Biology. 2017, 11(Suppl 6): 100 (web server)(SCI, IF2016=2.303, PMID: 29297337)(新浪科技報導)(搜狐報導)

  28. Leyi Wei, Jijun Tang, Quan Zou*. SkipCPP-Pred: An Improved and Promising Sequence-based Predictor for Predicting Cell-Penetrating Peptides. BMC Genomics. 2017, 18 (Suppl 7): 742 (SCI, IF2016=3.729, PMID: 29513192)(web server)(該軟件被OMICTOOLS推薦)

  29. Xiangxiang Zeng, Ningxiang Ding, Alfonso Rodriguez-Paton, Quan Zou*. Probability-based collaborative filtering model for predicting gene-disease associations. BMC Medical Genomics. 2017,10(Suppl 5):76 (SCI, IF2016=2.848, PMID:29297351)

  30. Jing Jiang, Fei Xing, Xiangxiang Zeng, Quan Zou*. RicyerDB: A Database For Collecting Rice Yield-related Genes with Biological Analysis. International Journal of Biological Sciences. 2018, 14(8):965-970(SCI, IF2016=3.873, PMID:29989091). (web site)

  31. Shixiang Wan, Quan Zou*. HAlign-II: efficient ultra-large multiple sequence alignment and phylogenetic tree reconstruction with distributed and parallel computing. Algorithms for Molecular Biology. 2017,12: 25 (SCI, IF2015=1.439, PMID: 29026435 ) (Software)

  32. Wei Tang, Zhijun Liao, Quan Zou*. Which statistical significance test best detects oncomiRNAs in cancer tissues? An exploratory analysis. Oncotarget. 2016, 7(51):85613-85623.(SCI, IF2015=5.008, PMID: 27784000)(data and codes)

  33. Li Guo*, Jiafeng Yu, Tingming Liang, Quan Zou*. miR-isomiRExp: a web-server for the analysis of expression of miRNA at the miRNA/isomiR levels. Scientific Reports. 2016, 6: 23700. (SCI, IF2015=5.578, PMID: 27009551)(Web Server)

  34. Wei Chen, Pengwei Xing, Quan Zou*. Detecting N6-methyladenosine sites from RNA transcriptomes using ensemble Support Vector Machines. Scientific Reports. 2017, 7: 40242.(SCI, IF2015=5.578, PMID: 28079126) (Web Server)

  35. Quan Zou*, Yaozong Mao, Lingling Hu, Yunfeng Wu, Zhiliang Ji*. miRClassify: An advanced web server for miRNA family classification and annotation. Computers in Biology and Medicine. 2014, 45:157-160.(SCI, IF2015=1.521, PMID: 24480175) (Web Server) most cited articles in this journal

  36. Quan Zou, Jiancang Zeng, Liujuan Cao, Rongrong Ji. A Novel Features Ranking Metric with Application to Scalable Visual and Bioinformatics Data Classification. Neurocomputing. 2016, 173:346-354.(SCI, IF2015=2.392)(Java版)(python版)

  37. Chen Lin, Wenqiang Chen, Cheng Qiu, Yunfeng Wu, Sridhar Krishnan, Quan Zou*. LibD3C: Ensemble Classifiers with a Clustering and Dynamic Selection Strategy. Neurocomputing. 2014,123:424-435. (SCI, IF2015=2.392)(softwaremost cited articles in this journal

  38. Chen Lin*, Ying Zou, Ji Qin, Xiangrong Liu, Yi Jiang, Caihuan Ke, Quan Zou*. Hierarchical Classification of Protein Folds Using a Novel Ensemble Classifier. PLoS One. 2013, 8(2):e56499. (Web Server) (SCI, IF2010=4.411, PMID: 23437146) the top 10% most cited PLOS ONE articles

  39. Quan Zou, Jinjin Li, Qingqi Hong, Ziyu Lin, Hua Shi, Yun Wu, Ying Ju. Prediction of microRNA-disease associations based on social network analysis methods. BioMed Research International. 2015, 2015: 810514. (SCI, IF2015=2.134, PMID: 26273645) (Web Server)

  40. 林子雨, 賴明星, 鄒權*, 薛永生, 楊思穎. 基于替換概率的閃存數據庫緩沖區替換算法. 計算機學報. 2013, 36(8):1568-1581

  41. 鄒權, 郭茂祖, 劉揚, 王峻. 類別不平衡的分類方法及在生物信息學中的應用. 計算機研究與發展. 2010,47(8):1407-1414 (軟件與數據該論文獲第三屆中國數據挖掘會議(CCDM2009)大會優秀學生論文

  42. 鄒權, 李旭斌, 林子雨, 江弋, 林琛. 下一代測序技術數據中的選擇性剪切計算識別方法研究. 電子學報. 2012, 40(2):350-357

  43. 鄒權, 郭茂祖, 王曉凱, 張濤濤. 基于關鍵字樹的DNA多序列星比對算法. 電子學報. 2009,37(8):1746-1750 (軟件)

  44. 鄒權, 郭茂祖, 張濤濤. RNA二級結構預測方法綜述. 電子學報. 2008,36(2):331-337

  45. Senjie Lin, Shifeng Cheng, Bo Song, Xiao Zhong, Xin Lin, Wujiao Li, Ling Li, Yaqun Zhang, Huan Zhang, Zhiliang Ji, Meichun Cai, Yunyun Zhuang, Xinguo Shi, Lingxiao Lin, Lu Wang, Zhaobao Wang, Xin Liu, Sheng Yu, Peng Zeng, Han Hao, Quan Zou, Chengxuan Chen, Yanjun Li, Ying Wang, Chunyan Xu, Shanshan Meng, Xun Xu, Jun Wang, Huanming Yang, David A. Campbe, Nancy R. Sturm, Steve Dagenais-Bellefeuille, David Morse. The Symbiodinium kawagutii genome illuminates dinoflagellate gene expression and coral symbiosis. Science. 2015, 350(6261): 691-694. (SCI, IF2015=34.661, PMID: 26542574)(Web Server)(基金委報導)



招生專業

碩士招生專業

    081200計算機科學與技術

    02方向:機器智能與模式識別

    06方向:云計算與大數據處理



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