吴伟宁部门：计算机学院、保密学院、软件学院

学科：计算机科学与技术

职务：

职称：讲师

指导
资格：硕士生导师
电话：(+86)**

传真：

邮箱：wuweining@hrbeu.edu.cn

邮编：150001

地址：哈尔滨市南岗区南通大街145号21A号楼523室
个人简介


教育经历
2009/03 - 2013/07, 哈尔滨工业大学, 计算机科学与技术学院, 人工智能与信息处理, 博士
2006/09 - 2009/03, 哈尔滨工程大学, 计算机科学与技术学院, 计算机应用技术, 硕士
2002/09 - 2006/06, 哈尔滨工程大学, 计算机科学与技术学院, 学士


工作经历
2014/01 - 至今, 哈尔滨工程大学, 计算机科学与技术学院

2015/05 - 2017/05, Harvard Medical School, Brigham and Women's Hospital, Research Fellow

研究方向
机器学习，计算机视觉，医学图像计算

承担项目
国家自然科学基金青年项目1项，黑龙江省科学基金青年项目1项，中央高校基本科研业务费项目1项，哈尔滨工程大学新进教师科研启动金项目1项。

学术交流
[1] Filtered multi-tensor tractography on ADHD cases. 2016, PNL Journal Club, Brigham and Women's Hospital, Harvard Medical School, Boston.
[2] Structural abnormalities in frontal lobe pathways in children with Attention-Deficit/Hyperactivity Disorder (ADHD). 2017, PNL Journal Club, Brigham and Women's Hospital, Harvard Medical School, Boston.
[3] When machine learning meets medical imaging. 2017, LMI Journal Club, Brigham and Women's Hospital, Harvard Medical School, Boston.
招生信息
招收人工智能/机器学习方向研究生

本科生授课课程
面向对象程序设计，计算机科学与技术专业导论

研究生授课课程
实践性教学
教学研究课题
社会兼职
2012 - 至今 IEEE会员
2012- 至今 CCF会员
2017- 至今 ISMRM会员


专利成果
[1] 一种应用于异分布数据环境的主动学习方法，发明专利，第一发明人，申请号：**2.0
[2] 一种基于众包技术的分类模型训练方法，发明专利，第一发明人，申请号：**9.9


出版著作
[1] 主动采样与标注估计技术研究及应用, 科学出版社, 吴伟宁, ISBN: **41


发表论文
[1] Weining Wu. Actively Discover Knowledge by Structural Risk Estimation. 2017 IEEE International Conference on Machine Learning and Applications. Accepted
[2] Fan Zhang, Weining Wu, Lipeng Ning, Gloria McAnulty, Deborah Waber, Borjan Gagoski, Kiera Sarill, Hesham Hamoda, Yang Song, Weidong Cai, Yogesh Rathi, Lauren J. O'Donnell. Supra-threshold fiber cluster statistics for data-driven whole brain tractography analysis. 2017 International Conference on Medical Image Computing and Computer Assisted Intervention. Sept 10-14, 2017, pp. 556-565
[3] Weining Wu, Hesham Hamoda, Lipeng Ning, Borjan Gagoski, Kiera Sarill, P. Ellen Grant, Martha E. Shenton, Deborah Waber, Nikos Makris, Gloria McAnulty, Yogesh Rathi. Structural abnormalities in frontal lobe pathways in children with Attention-Deficit/Hyperactivity Disorder (ADHD). 2017 Annual Meeting of International Society for Magnetic Resonance in Medicine. April 22-27, 2017, pp. 3483
[4] Weining Wu. Active reducing classification error for CAD systems. Knowledge-based systems; 2015, 82(7): 95-101
[5] Weining Wu, Shaobin Huang, Maozu Guo. Actively constructing an effective training set by expected gain maximization criterion; Neurocomputing; 2015, 158(6): 62-72
[6] Weining Wu, Yang Liu, Maozu Guo, Chunyu Wang, Xiaoyan Liu. A probabilistic model of active learning with multiple noisy oracles; Neurocomputing; 2013, 118(22): 253-262
[7] Weining Wu, Yang Liu, Wei Zeng, Maozu Guo, Chunyu Wang, Xiaoyan Liu. Effective constructing training sets for object detection; 2013 IEEE International Conference on Image Processing; Sep. 15-18, 2013, pp. 3377-3380
[8] 吴伟宁，刘扬，郭茂祖，刘晓燕. 基于采样策略的主动学习算法研究进展; 计算机研究与发展; 2012, 49(6):1162-1173
[9] Weining Wu, Yang Liu, Maozu Guo. Constructing training distribution by minimizing variance of risk criterion for visual category learning; 2012 IEEE International Conference on Image Processing; Sep. 30-Oct.3, 2012,pp.101-104
[10] Weining Wu, Maozu Guo, Yang Liu. A method of active learning with optimal sampling strategy; 2012 IEEE International Conference on Computer Science and Automation Engineering; May 25-27, 2012, pp.725-729
[11] Weining Wu, Maozu Guo, Yang Liu, Runzhang Xu. Active learning with optimal distribution for image classification; 2011 International Conference on Multimedia Technology; July 26-28, 2011, pp. 132-136
[12] Weining Wu, Guozhi Song, Xingang Li. Performance analysis of parallel database in grid; 2010 International Conference on Computer and Information Application; Nov.2-4, 2010, pp.323-325
荣誉

奖励



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