楊波,女。2010年畢業于南京航空航天大學計算機學院獲得工學博士學位。2011年被內蒙古大學以高層次人才引進。主要從事模式識別、圖像視頻處理與理解、機器學習、數據挖掘等相關研究工作。已在包括Neurocomputing, PAAA,IJPRAI等SCI期刊在內的國際國內重要刊物和會議上發表論文10余篇,受到了國內外同行的關注。曾參與了多項國家級基金項目的完成。現擔任《Frontiers of Computer Science in China》與《模式識別與人工智能》的審稿人。
主持項目
內蒙古大學高層次人才引進科研啟動項目,2012.1-2014.12
代表性論文
[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)
[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)
研究方向
主要從事模式識別、圖像視頻處理與理解、機器學習、數據挖掘等相關研究
學術兼職
《模式識別與人工智能》與《Frontiers of Computer Science in China》的審稿人