杨波 - 内蒙古大学 - 计算机学院

个人简介

杨波，女。2010年毕业于南京航空航天大学计算机学院获得工学博士学位。2011年被内蒙古大学以高层次人才引进。主要从事模式识别、图像视频处理与理解、机器学习、数据挖掘等相关研究工作。已在包括Neurocomputing, PAAA，IJPRAI等SCI期刊在内的国际国内重要刊物和会议上发表论文10余篇，受到了国内外同行的关注。曾参与了多项国家级基金项目的完成。现担任《Frontiers of Computer Science in China》与《模式识别与人工智能》的审稿人。主持项目内蒙古大学高层次人才引进科研启动项目，2012.1-2014.12

研究领域

主要从事模式识别、图像视频处理与理解、机器学习、数据挖掘等相关研究

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] Bo Yang , Songcan Chen, Sample-dependent Graph Construction with Application to Dimensionality Reduction, Neurocomputing, 74:301-314, 2010. (SCI) [2] Bo Yang, Songcan Chen, Disguised Discrimination of Locality-based Unsupervised Dimensionality Reduction, International Journal of Pattern Recognition and Artificial Intelligence, 24(7): 1011-1025, 2010. (SCI) [3] Bo Yang , Songcan Chen, Xindong Wu, A Structurally Motivated Framework for Discriminant Analysis, Pattern Analysis and Applications, 14: 349–367, 2010. (SCI) [4] Bo Yang, Dimensionality reduction based on SVM and LDA, and its application to classification technique, Transactions of Nanjing University of Aeronautics and Astronautics, 26(4): 306-312, 2009. (EI) [5] Bo Yang, The extension of the area under the receiver operating characteristic curve to multi-class problems, the second ISECS International Colloquium on Computing, Communication, Control, and Management, 463-466, 2009. (EI) [6] Bo Yang, SVM-induced dimensionality reduction and classification, the second International Conference on Intelligent Computing Technology and Automation, 275-278, 2009. (EI) [7] Bo Yang, Double Regularized Discriminant Analysis, ETP/IITA World Congress in Applied Computing, Computer Science and Computer Engineering, 138-141, 2009. (EI) [8] 杨波，秦锋，程泽凯，用AUC评估分类器的预测性能，情报学报，26(2): 275-279, 2007. [9] 杨波，秦锋，程泽凯，一种新的分类系统评估度量，“数字安徽”博士科技论坛论文，2006. [10] 秦锋，杨波，程泽凯，一种优于准确率的分类学习系统评估度量，WCICA06，5985-5989, 2006. [11] 秦锋，杨波，分类器性能评价标准研究，计算机技术与发展，16: 85-88, 2006. [12] 程泽凯，秦锋，杨波，贝叶斯网络分类器结构学习：基于启发式的G2算法，WCICA06，6010-6014, 2006. [13] Zhipeng Xie, Duansheng Chen, Songcan Chen, Lishan Qi, Bo Yang, A tight support kernel for support vector, 6th International Conference on Wavelet Analysis and Pattern Recognition, 460-464, 2008. (EI, ISTP)

学术兼职

《模式识别与人工智能》与《Frontiers of Computer Science in China》的审稿人