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郑春厚


发表日期:2018-03-22 供稿:管理员




姓名: 郑春厚

性别: 男

出生年月: 197311

导师类别:博导/硕导

技术职称:教授

联系方式

zhengch99@126.com

招生专业名称

计算机科学与技术

主要研究方向

生物信息学

智能信息处理

模式识别

个人简历

安徽大学计算机科学与技术学院教授博士生导师,安徽大学科学技术处副处长中国生物信息学会(筹)生物医学数据挖掘与计算专业组秘书长。近年来,Neural ComputationBioinformaticsPattern RecognitionIEEE/ACM Transactions 系列会刊等国内外重要学术刊物与国际会议上发表论文100余篇。作为项目负责人,主持完成国家自然科学基金2项、中国博士后科学基金项目(一等资助)1参与“973”课题1主编教材2;目前主持国家自然科学基金面上项目1项;研究成果获省部级奖励2。应邀担任国际学术会议“International Conference on Intelligent Computing” ICIC07ICIC08ICIC10ICIC12ICIC2013-2018程序委员会委员,并主持分组会议。

学术成果

  1. Jin-Xing Liu, Dong Wang, Ying-Lian Gao, Chun-Hou Zheng, Yong Xu, Jiguo Yu. Regularized Non-negative Matrix Factorization for Identifying Differential Genes and Clustering Samples: a Survey. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 15(3):974-987, 2018.

  2. Chao Yang, Shu-Guang Ge, Chun-Hou Zheng. ndmaSNF: Cancer subtype discovery based on integrative framework assisted by network diffusion model. Oncotarget, 8(51):89021-89032, 2017 (通讯作者)

  3. Shu-Guang Ge, Jun-Feng Xia, Wen Sha, Chun-Hou Zheng. Cancer subtype discovery based on integrative model of multigenomic data. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 14(5):1115-1121, 2017. (通讯作者)

  4. Qing Yan, Yun Ding, Yi Xia, Yanwen Chong, Chunhou Zheng. Class-probability propagation of supervised information based on sparse subspace clustering for hyperspectral images. Remote Sensing, 9(10):1017, 2017. (通讯作者)

  5. Pi-JingWei, Di Zhang, Hai-Tao Li, Junfeng Xia, Chun-Hou Zheng. DriverFinder: A gene length-based network method to identify cancer driver genes. Complexity, 2017, 2017(99):1-10. (通讯作者)

  6. Ling-Yun Dai, Chun-Mei Feng, Jin-Xing Liu, Chun-Hou Zheng, Jiguo Yu, Mi-Xiao Hou. Robust Nonnegative Matrix Factorization via Joint Graph Laplacian and Discriminative Information for Identifying Differentially Expressed Genes. Complexity, 2017, vol. 2017: 4216797. (通讯作者)

  7. Jin-Xing Liu, Dong-Qin Wang, Chun-Hou Zheng, Ying-Lian Gao, Sha-Sha Wu, Jun-Liang Shang. Identifying drug-pathway association pairs based on L2,1-integrative penalized matrix decomposition. BMC Systems Biology. 11(S6):119, 2017. (通讯作者)

  8. Pi-Jing Wei, Di Zhang, Junfeng Xia, Chun-Hou Zheng, LNDriver: identifying driver genes byintegrating mutation and expression databased on gene-gene interaction network, BMC Bioinformatics 2016, 17(Suppl 17):467, DOI 10.1186/s12859-016-1332-y. (通讯作者)

  9. Chun-Hou Zheng, Yi-Fu Hou, Jun Zhang, Improved sparse representation with low-rank representation for robust face recognition. Neurocomputing 2016, 198(19):114–124.

  10. Chun-Hou Zheng, WuYang, Yan-WenChong, Jun-FengXia, Identification ofmutateddriverpathwaysincancer using amulti-objectiveoptimizationmodel. Computers inBiologyandMedicine. 2016,72:22-29.

获奖情况

  1.  2007年获中国科学院王宽诚博士后工作奖

  2. 2010年获安徽省科学技术奖自然科学类一等奖(第二完成人)

  3. 2016年获教育部自然科学奖一等奖(第二完成人)

在研项目

国家自然科学基金面上项目,“基于多组学数据整合的癌症驱动突变识别”,20191月—202212