业巧林,男,南京林业大学副教授、博士、硕士生导师。
现任南京林业大学信息科学技术学院计算机工程系教师。近年来,在国际顶级SCI期刊IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Information Forensics and Security, IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Image Processing, Pattern Recognition, Neural Networks等发表SCI论文近40+篇。获江苏省优秀硕士论文、南京理工大学优秀博士论文、华东区ACM卓越博士提名奖、淮安市优秀学术论文一等奖、2010全国模式识别学术会议最佳学术论文奖、2018梁希林业科技3等奖、2018江苏省青蓝工程学术带头人称号。入选2018六大高峰人才和校杰出青年人才培养计划。2017年指导本科生获江苏省优秀论文2等奖1项。正在或曾主持国家自然科学基金(包括子课题)3项,主持江苏省自然科学基金、江苏省高校自然科学基金、南京林业大学高层次人才基金项目各1项,主持江苏省重点实验室项目两项。作为重要人员参与了4项国家自然科学基金和2项江苏省自然科学基金。
研究方向:模式识别、机器学习、人工智能及其在林业上的应用
学术任职
江苏省计算机学会大数据专委会、江苏省模式识别专委会和江苏省人工智能与应用专委会委员、中国林业计算机应用分会常务理事、物联网与人工智能应用国家创新联盟理事、美国ACM和IEEE会员。国际SCI学术期刊IEEE Transactions on Neural Networks and Learning Systems,IEEE Transactions on Circuits and Systems for Video Technology,IEEE Transactions on Intelligent Transportation Systems,IEEE Transactions on Cybernetics, Pattern Recogntion, Neurocomputing,Information Science等期刊审稿人。
发表代表性的学术论文
1. Qiaolin Ye, Henghao Zhao, Zechao Li, Xubing Yang, et al: L1-norm Distance Minimization Based Fast Robust Twin Support Vector k-plane clustering, IEEE Trans. Neural Netw. Learning Syst. 2018, vol. 29, no.9, pp. 4494-4503. (IF: 11.68, 1区,top期刊)
2. Qiaolin Ye, Jian Yang, Tongming Yin, Zhao Zhang: Can the Virtual Labels Obtained by Traditional LP Approaches Be Well Encoded in WLR? IEEE Trans. Neural Netw. Learning Syst. 2016, vol. 27, no.7, pp. 1591-1598. (IF: 11.68, 1区,top期刊)
3. Qiaolin Ye, et al.: Nonpeaked Discriminant Analysis, IEEE Trans. Neural Netw. Learning Syst., Minor Revision. (IF: 11.68, 1区,top期刊)
4. Qiaolin Ye and Jiajia Jing: Comments on “Joint Global and Local Structure Discriminant Analysis, IEEE Transactions on Information Forensics & Security, 2016, vol.11, no. 2, pp. 1-1. (IF: 6.211, 1区(计算机类),top期刊)
5. Qiaolin Ye, Henghao Zhao, Liyong Fu, Shanbing Gao: Underlying Connections Between Algorithms for Nongreedy LDA-L1, IEEE Trans. Image Processing, 2017, vol. 27no.5, pp.2557-2559. (IF: 6.79, 2区,CCF A类)
6. Qiaolin Ye, Jian Yang, Fan Liu, Chunxia Zhao, Ning Ye, Tongming Yin: L1-Norm Distance Linear Discriminant Analysis Based on an Effective Iterative Algorithm. IEEE Trans. Circuits Syst. Video Techn. 2018, vol.28, no.1, pp.114-129. (IF: 4.046, 2区)
7. Dong Zhang, Yunlian Sun, Qiaolin Ye, Jinhui Tang: Recursive Discriminative Subspace Learning with L1-norm Distance Constraint, IEEE Transactions on Cybernetics, 2018, pp. 1 -14. (IF: 10.39, 1区, top期刊)
8. Qiaolin Ye, Liyong Fu, Zhao Zhang, Henghao Zhao and Meem Naiem: Lp- and Ls-Norm Distance Based Robust Linear Discriminant Analysis, Neural Networks , 2018, vol.105, pp.393-404. (IF: 5.785, 1区,top期刊)
9. Qiaolin Ye, Chunxia Zhao, Shangbing Gao, and Hao Zheng: Weighted Twin Support Vector Machines with Local Information and Its Application, Neural Networks, 2012, vol. 35, pp. 31–39. (IF: 5.785, 1区,top期刊)
10. Henghao Zhao, Qiaolin Ye (Corresponding Author), Flexible Robust Non-greedy Discriminant Subspace Learning, Neural Networks, 2019. (IF: 5.785, 1区,top期刊)
11. Chunyan Wang, Qiaolin Ye (co-first author), Ning Ye, Peng Luo, and Liyong Fu: Robust Capped L1-norm Twin Support Vector Machine, Neural Networks , 2019. (IF: 5.785, 1区,top期刊)
12. Zhao Zhang, Lei Jia, Mingbo Zhao, Qiaolin Ye, Min Zhang and Meng Wang: Adaptive Non-Negative Projective Semi-Supervised Learning for Inductive Classification, Neural Networks (NN), 2018, vol.108,pp. 128-145. (IF: 5.785, 1区,top期刊)
13. Yakai Lei, Liyong Fu, David LR Affleck, Andrew S Nelson, Chenchen Shen, Mengxi Wang, Jingbiao Zheng, Qiaolin Ye, Guowei Yang, Additivity of nonlinear tree crown width models: Aggregated and disaggregated model structures using nonlinear simultaneous equations, Forest ecology and management. (IF: 3.126, 1区, top期刊)
14. He Yan, Qiaolin Ye(Corresponding Author), Tian'an Zhang, Dong-Jun Yu, Xia Yuan, Yiqing Xu, Liyong Fu: Least squares twin bounded support vector machines based on L1-norm distance metric for classification. Pattern Recognition, 2018, vol.74, pp.434-447. (IF:5.896, 2区)
15. Qiaolin Ye, Chunxia Zhao, and Haofeng Zhang: Recursive “concave–convex” Fisher Linear Discriminant with applications to face, handwritten digit and terrain recognition, Pattern Recognition, 2012, vol.45, no.1, pp.54–65.( IF:5.896, 2区)
16. Xiaobo Chen, Jian Yang, Qiaolin Ye, Jun Liang: Recursive Projection Twin Support Vector Machine via Within-Class Variance Minimization, Pattern Recognition, 2011, vol. 44, no. 10-11, pp. 2643-2655. (IF:5.896, 2区)
申请专利
1.基于capped-l1范数的TWSVM鲁棒性研究,业巧林,申请号: 201810469910.2.
2.基于L21范式距离度量的特征选择方法,业巧林,申请号: 201810522213.6.
主持的科研课题
1.国家自然科学青年基金项目,主持(2015-)
2.国家自然科学基金面上项目,主持(2019-)
3.国家自然科学基金面上项目(子任务),主持(2018-)
4.江苏省自然科学基金面上项目,主持(2017-)
5.江苏省青蓝工程学术带头人,主持(2018-)
6.江苏省高校自然科学基金,主持(2014-)
7.南京林业大学高层次引进人才科研启动基金,主持(2014-)
8.江苏省社会安全图像与视频理解重点实验室开放课题,主持(2016-)
9.江苏省物联网移动互联技术工程实验室开放课题(重点项目),主持(2017-)
获奖情况
1 2010江苏省优秀硕士学位论文;
2 2012年国家博士研究生奖学金;
3 2014南京ACM卓越博士提名奖(华东区);
4 2010年全国模式识别学术会议最佳论文奖励(4/4);
5 2012淮安市自然科学论文一等奖(2/3);
6 2013南京理工优秀博士学位论文;
7指导学生参加2015年江苏省大学生计算机设计大赛获优胜奖;
8指导学生参加2015年中国大学生计算机设计大赛获三等奖;
9获2015年度毕业设计优秀指导教师;
10指导学生参加2016年江苏省大学生计算机设计大赛获二等奖;
11指导学生参加2016年中国大学生计算机设计大赛获三等奖;
12指导学生获2017年校优秀毕业设计;
13获2016年校优秀教学成果1等奖;
14指导本科生获2017年江苏省优秀毕业论文2等奖;
15 2018年入选校杰出青年人才计划;
16获2018江苏省青蓝工程学术带头人称号;
17获2018梁希林业科技3等奖(2/12);
18获2018六大高峰人才计划。
联系方式
办公电话:025-85427470
通讯地址:江苏省南京市龙蟠路159号 南京林业大学信息科学技术学院 (210037)