万源
更新时间：2023-09-21姓名:万源
性别:女
职称/职务:教授/数学系副主任
学位/学历:博士/研究生
硕/博生导师:硕导
亚博888的联系方式:wanyuan@whut.edu.cn
研究方向:机器学习;人工智能
教育背景与工作经历:
2005.09-2012.06，武汉理工大学，计算机科学与技术，工学博士
2001.09-2004.06，武汉理工大学，计算机科学与技术，工学硕士
1994.09-1998.06，中国海洋大学，应用数学，理学学士
1998.07-今，武汉理工大学，理学院，教授、硕士生导师
2014.03-2015.03 美国伊利诺伊大学，访问学者
主要教学科研成果:
1.jiahui chen, yuan wan*. localized shapelets selection for interpretable time series. applied intelligence, 2023 (53):17985-18001
2.chen li, yuan wan*, wenjing zhang, huanhuan li. a two-phase filtering of discriminative shapelets learning for time series classification. applied intelligence, 2023 (53):13815-13833
3.yuan wan, xiaojing meng, yufei wang, haopeng qiang. dynamic time warping similarity measurement based on low-rank sparse representation. the visual computer, 2022 (38):1731-1740
4.yuan wan, shengzi sun*, cheng zeng. adaptive similarity embedding for unsupervised multi-view feature selection. ieee transactions on knowledge and data engineering, 2021, 33 (10):3338-3350
5.haopeng qiang, yuan wan*, lun xiang, xiaojing meng. deep semantic similarity adversarial hashing for cross-modal retrieval. neurocomputing, 2020 (400):24-33
6.haopeng qiang, yuan wan*, ziyi liu, lun xiang, xiaojing meng. discriminative deep asymmetric supervised hashing for cross-modal retrieval. knowledge-based systems, 2020 (204):106188
7.jinghui zhang, yuan wan*, zhiping chen, xiaojing meng. non-negative and local sparse coding based on l2-norm and hessian regularization. information sciences, 2019, 486 (6):88-100
8. sun, yuan wan*, cheng zeng. multi-view embedding with adaptive shared output and similarity for unsupervised feature selection. knowledge-based systems, 2019, 165 (2): 40-52
9.yuan wan, xiaoli chen*, jinghui zhang. global and intrinsic geometric structure embedding for unsupervised feature selection. , 2018 (93):134–142
10.jinghui zhang,yuan wan*, zhiping chen, xiaojing meng, non-negative and local sparse coding based on l2-norm and hessian regularization, information sciences.2019,486 (6):88-100
11. sun, yuan wan*, cheng zeng. multi-view embedding with adaptive shared output and similarity for unsupervised feature selection. knowledge-based systems, 2019, 165(2): 40-52
12.yuan wan, xiaoli chen*, jinghui zhang. global and intrinsic geometric structure embedding for unsupervised feature selection. , 2018 (93):134–142
13.ying shi, yuan wan*, kefeng wu, xiaoli chen. non-negativity and locality constrained laplacian sparse coding for image classification. , 2017, 72(4):121–129
14.junhao zhang, yuan wan*. a framework for multi-view feature selection via embedding space[c] igta2018, the thirteenth conference of image and graphic technologies and applications, 548-561
15.yuan wan，xiaoli chen(*), ying shi. adaptive cost dynamic time warping distance in time series analysis for classification[j]journal of computational and applied mathematics, 319 (2017): 514-520
主要科研项目:
1. 2020-2023. 基于工业云的三维图形引擎技术研究与建模系统开发(主持)
2. 2021-2022. 中国零售药店行业数据及品类分析模型(主持)
3. 2021-2022. nre合作协议(华为合作项目)(主持)
4. 2015-2017. 国家科技部国家支撑计划项目“南水北调工程混凝土病害防治关键技术研究与示范”(参与)
5. 2014-2016. 国家自然科学基金重大研究计划重点项目 “非常规突发事件下社会群体心理与行为变化规律和机制”(参与)
学术兼职:
湖北省暨武汉市工业与应用数学学会理事