杨凤芹 - 东北师范大学 - 信息科学与技术学院

个人简介

杨凤芹，女，副教授，工学博士，2009年6月博士毕业，2009年起任硕士生导师。教育经历： 1997.09-2001.07，东北师范大学计算机系，本科 2001.09-2004.07，东北师范大学计算机学院学院，硕士 2004.09-2009.07，吉林大学计算机学院，博士海外学习经历： 2015.04-2016.04，2016.08-2017.04，美国威斯康星大学计算机科学系访问学者科研与教学奖励：科研奖励：吉林省科学技术奖科技进步奖三等奖. Web信息智能分析与处理关键技术研究与应用.吉林省科学技术奖励委员会, 2016. 第四完成人吉林省科学技术奖自然科学奖三等奖. 基于本体的文本挖掘方法研究. 吉林省科学技术奖励委员会, 2014. 第二完成人教学获奖：《FLASH动画》.2010年吉林省高等学校教育技术成果（网络资源类）省级三等奖，吉林省教育厅. 第一完成人《计算机系统结构》.2010年吉林省高等学校教育技术成果（网络资源类）省级二等奖，吉林省教育厅. 第二完成人《编译原理》.2010年吉林省高等学校教育技术成果（网络资源类）省级三等奖，吉林省教育厅. 第三完成人

研究领域

主要研究领域为数据挖掘与机器学习，当前研究主要集中在主动学习和流数据挖掘问题的研究。

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

[1]Siya Chen,Tieli Sun, Fengqin Yang**,Hongguang Sun and YuGuan.An improved optimum-path forest clustering algorithm for remote sensing image segmentation.Computers & Geosciences, Volume 112, Pages 38-46, March 2018. [2] Siya Chen, Tieli Sun, Fengqin Yang, Hongguang Sun and Yu Guan. Remote sensing image classification using the spatial information obtained by statistical region merging. Remote Sensing Letters. Volume 8(6): 567-575页, 2017. [3] Guozhong Feng, Baiguo An, Fengqin Yang, Han Wang, Libiao Zhang. A Term Event Model based Feature Selection Scheme for Text Classification. PLoS ONE 12(4): e0174341. [4] Longjia Jia, Tieli Sun, Fengqin Yang, Hongguang Sun, Bangzuo Zhang. Prediction of Ubiquitination Sites with Feature-Weighting Scheme and Naive Bayes Vectorizer. J COMPUT THEOR NANOS, Vol.13(1): 286-293页, 2016. [5] Longjia Jia, Tieli Sun, Fengqin Yang, Honguang Sun, Bangzuo Zhang, Chih-Cheng Hung. A New Category-Based Weighting Scheme for Automated Text Categorization. J COMPUT THEOR NANOS. Vol.12(12): 5198-5205, 2015.) [6] Kaiying Deng, Jingwei Deng, Tieli Sun, Yu Guan, Fengqin Yang, Hongguang Sun. Aging phenomena, probability distribution functions and numerical implementations for Levy walks. MATER RES INNOV, Vol. 19(S8): 32-37, 2015. [7] Zhi Heng Yu, Tieli Sun, Honguang Sun, Fengqin Yang. Research on Combinational Forecast Models for the Traffic Flow. MATH PROBL ENG, Article Number: 201686:1-10, 2015. [8] Fengqin Yang, Yuanyuan Xing, Honguang Sun, Tieli Sun, Siya Chen. An Ontology-Based Semantic Similarity Measure Considering Multi-Inheritance in Biomedicine . MATH PROBL ENG. Article Number: 305369:1-9, 2015. [9] Zhiguo Fu, Fengqin Yang*. Holographic algorithms on bases of rank 2. INFORM PROCESS LETT, Vol. 114(11):585-590, 2014. [10] Minghao Yin, Yanmei Hu, Fengqin Yang, Xingtao Li, Wenxiang Gu. A novel hybrid K-harmonic means and gravitational search algorithm approach for clustering. EXPERT SYST APPL, Vol.38, 9319-9324, 2011. [11] Hua Jiang, Shenghe Jiang, Jing Li, Fengqin Yang, Xin Hu. Ant clustering algorithm with K-harmonic means clustering. EXPERT SYST APPL,Vol.37,8679-8684, 2010. [12] Tieli Sun, Yujie Zhang, Fengqin Yang*, Xiquan Yang, Yingjie Jiang, Zibing Wang, KuiWu Li. A Novel Term-weighting Approach in Text Classification over Skewed Data Sets, INFORMATION, Vol. 13 No. 3(A), 621-633, 2010. [13] Fengqin Yang, Tieli Sun, Changhai Zhang.An efficient hybrid data clustering method based on K-harmonic means and Particle Swarm Optimization. Expert Systems with Applications. Vol.36, No.6, 9847-9852, 2009. [1] Tieli Sun, Weiqiao Guan, Fengqin Yang*, Hongguang Sun, Chuande Ji, Meijia Song, Yanwen Li. Study on Subjective Statement Screening of Product Reviews Based on the Feature Combination Method. ICIC Express Letters, Vol. 10(7):1591-1597, 2016. [2]Tieli Sun, Yuanyuan Xing, Fengqin Yang*, Hongguan Sun, Siya Chen. A Novel Ontology-based Semantic Similarity Measure Considering Concept Height in Biomedicine. ICIC Express Letters, Vol.8(5):1281-1287, 2014. [3] Fengqin Yang, Wanting Zhou, Di Wu, Xiaoxin Sun, Hongguang Sun and Tieli Sun. An Improved Incremental Naive Bayesian for Sentiment Classification. ICIC Express Letters,Vol.7, No.3, 959-964, 2013. [4] Hongguang Sun, Lin Yang, Di Wu, Fengqin Yang*, Tieli Sun. A Multilabel Classification Approach Based on Ontology and Structure Weight Strategy. ICIC Express Letters, Vol.7, No.3(B), 1055-1059, 2013. [5] DiWu, Yongjing Zhang, Fengqin Yang, Siying Cheng, Hongguang Sun,Tieli Sun. Improved K-means Algorithm Based on Optimizing Initial Cluster Centers. ICIC Express Letters, Vol.7, No.3(B), 991-996, 2013. [6] Tieli Sun, Siying Cheng, Di Wu, Xiaoxin Sun, and Fengqin Yang*. A Novel Multi-label Clustering Method Based on Distance Measure.ICIC Express Letters ,Vol.6,No.5, 1235-1240, 2012. [7] Fengqin Yang, Xu Zhou, Di Wu, Xiquan Yang and Tieli Sun. A New Method of Chinese Short-text Classification Based on the Domain Ontology. ICIC Express Letters, Vol.6, No.6, 1399-1404, 2012.