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张阳 
发布时间:2016-04-15  浏览次数:

张阳,男,1975年4月出生,江苏省扬州人,教授,博士生导师。1997年本科毕业于西北工业大学计算机科学与工程系,2000年硕士研究生毕业于西北工业大学计算机科学与工程系,2005年博士毕业于西北工业大学计算机科学与工程系。2005年赴新加坡国立大学计算学院从事博士后研究工作1年;2006年至今任职于西北农林科技大学信息工程学院,同年被聘为教授,2007年赴澳大利亚昆士兰大学信息技术与电子工程学院从事博士后研究工作1年,同年任校软件工程研究中心主任,2008年9月任信息工程学院软件工程系主任,2010年6月任信息工程学院副院长,主管学院本科生教学及国际合作与交流工作。

2006年入选西北农林科技大学青年学术骨干支持计划。 

研究方向   研究方向为数据挖掘与机器学习。   开设课程   主讲本科生的《算法分析》和《JAVA语言程序设计》,以及研究生的《数据挖掘》课程。目前已培养硕士研究生2名,均获得信息工程学院“研究生科研创新一等奖”;在读硕士研究生13名,博士研究生2名。   教学成果   1.弱势生源信息类人才应用能力培养之路,陕西省高等教育教学成果二等奖,李书琴,张阳,韩宏,耿楠,李建良,2013年

2.弱势生源信息类人才应用能力培养之路,西北农林科技大学2012年教学成果一等奖,李书琴,张阳,韩宏,耿楠,李建良,张建锋,尹秀珍

3.基于E-Learning的高校新型教学模式探索与实践,西北农林科技大学2010年教学成果二等奖,张阳,蔚继承,李建良,耿楠,邹青 

科研成果

近年来以第一作者或通讯作者发表论文40余篇,其中SCI收录(已录用)9篇,EI收录18篇,部分论文如下:

Fuyi Li, Chen Li, Mingjun Wang, Geoffrey I. Webb, Yang Zhang, James C. Whisstock, Jiangning Song. GlycoMine: a machine learning-based approach for predicting N-, C- and O-linked glycosylation in the human proteome. Bioinformatics, 2015.(SCI源刊).Chunquan Liang, Yang Zhang, Peng Shi, Zhengguo Hu. Learning accurate very fast decision trees from uncertain data streams. International Journal of System Science, 2014 (SCI源刊).Xiangju Qin, Yang Zhang, Chen Li, Xue Li. Learning from Data Streams with only Positive and Unlabeled Data, Journal of Intelligent Information Systems, Volume 40, Issue 3, pp 405-430, June 2013(SCI收录, IF=0.833).Mao R, Raj Kumar PK, Guo C, Zhang Y, Liang C. Comparative Analyses between Retained Introns and Constitutively Spliced Introns in Arabidopsis thaliana Using Random Forest and Support Vector Machine. PLoS ONE 9(8): e104049. doi:10.1371/journal.pone.0104049, 2014.(SCI收录)Libin Yang, Xiaoyan Cai, Yang Zhang, Peng Shi, Enhancing sentence-level clustering with ranking-based clustering framework for theme-based summarization. Information Sciences 260 (2014) 37-50, 2014.(SCI收录)Jiazhen He, Yang Zhang, Xue Li. Peng Shi, Learning naive Bayes classifiers from positive and unlabelled examples with uncertainty, International Journal of System Science, vol.43, no.10, pp. 1805-1825, 2012 (SCI收录, IF=0.991).Shirui Pan, Yang Zhang, Xue Li. Dynamic Classifier Ensemble for Positive Unlabeled Text Stream Classification, Knowledge and Information Systems , vol 33, 267-287, 2012. (SCI收录,IF=2.225)Baoguo Yang, Yang Zhang, and Xue Li. Classifying Text Streams by Keywords using Classifier Ensemble. Data & Knowledge Engineering 70, 2011, pp. 775-793. DOI: 10.1016/j.datak.2011.05.002 (SCI收录,IF=1.722 )Chunquan Liang, Yang Zhang, Peng Shi, and Zhengguo Hu. Learning Very Fast Decision Tree from Uncertain Data Streams with Positive and Unlabeled Samples. Information Sciences, vol 213, 50-67, 2012. (SCI收录, IF=2.833)Jiazhen He, Yang Zhang, Xue Li, Yong Wang. Naive Bayes Classifier for Positive Unlabeled Learning with Uncertainty. 2010 SIAM International Conference on Data Mining (SDM'10), 2010.Chen Li, Yang Zhang, Xue Li. OcVFDT: One-class Very Fast Decision Tree for One-class Classification of Data Streams. The 3rd International Workshop on Knowledge Discovery from Sensor Data (SensorKDD-2009), held in conjunction with KDD’09, 2009.  EI收录Yang Zhang, Xue Li, Maria Orlowska. One-class classification of text streams with concept drift. The International Conference on Data Mining Workshops. (ICDMW’08), IEEE Press, 2008.  EI收录Shirui Pan, Kuan Wu, Yang Zhang, and Xue Li. Classifier Ensemble for Uncertain Data Stream Classification. The 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining, (PAKDD'10), 2010. EI收录Qiang Qiu, Yang Zhang, Junping Zhu. Building a text classifier by a keyword and unlabeled documents. The 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’09), LNAI  5476, pp. 564-571, Spring Press, 2009. EI收录Daokun Zhang, Mei Li, Yang Zhang, Jifeng Ning. One-class Text Classification by Neighbourhood Kernel with Wikipedia Knowledge, ICIC Express Letters, Volume 9, Issue 3, pp 783-789, March 2015 (EI收录)Qu Wei, Zhang Yang, Zhu Junping, and Qiu Qiang. Mining Multi-label Concept-Drifting Data Streams Using Dynamic Classifier Ensemble. The 1st Asian Conference on Machine Learning (ACML'09), LNAI, Springer-Verlag Press, 2009.Chunquan Liang, Yang Zhang, Qun Song. Decision Tree for Dynamic and Uncertain Data Streams. JMLR: Workshop and Conference Proceedings, 2010.Jiazhen He, Yang Zhang, Xue Li and Yong Wang. Bayesian Classifiers for Positive Unlabeled Learning. The 12th International Conference on Web-Age Information Management (WAIM'11), 2011. EI收录Xiangju Qin, Yang Zhang, and Xue Li. Associative Classifier for Uncertain Data. The 11th International Conference on Web-Age Information Management (WAIM’10), 2010. EI收录Mingjian Liu, Xing Zhang, Yang Zhang, Yong Wang. Cost-sensitive Decision Tree on Uncertain Data. The Seventh International Conference on Advanced Data Mining and Applications (ADMA'11), 2011.Baoguo Yang, Yang Zhang. Kernel based K-medoids for Clustering Data with Uncertainty. The Sixth International Conference on Advanced Data Mining And Applications (ADMA'10), Springer-Verlag Press, 2010.  EI收录Qiang Qiu, Yang Zhang, Junping Zhu, Wei Qu. Building a Text Classifier by a Keyword and Wikipedia Knowledge. The Fifth International Conference on Advanced Data Mining And Applications (ADMA'09), LNAI 5678, pp. 277-287, Springer-Verlag Press, 2009. EI收录Yi Wang, Yang Zhang, and Yong Wang. Classifier Ensemble for Mining Data Streams with Skewed Distribution. The 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining Workshop (PAKDDW’09), 2009.Chen Su, Paul Yanne and Yang Zhang. Text Classification Using Wikipedia Knowledge. ICIC Express Letters Part B: Applications. 2012,3(5), 1251-1257. (EI收录)Zhang Yang, Liu Yongge, Jing Xu, Yan Jianfeng. ACIK:Association Classifier based on Itemset Kernel. The 20th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, Lecture Notes in Artifical Intelligence, Springer -Verlag Press, 2007. EI收录   联系方式通讯地址:陕西杨凌 西北农林科技大学50# 信息工程学院邮编:712100联系电话:029-87091141(办)Email: zhangyang@nwsuaf.edu.cn   整理日期:2009-09-25 09:31:50  访问次数:23618

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