姓名：吕伟刚 职称职务：博士/博士后、教授、硕士生导师 联系方式：luweigang@ouc.edu.cn 研究领域：教育环境下机器学习与评价、智能学习系统建模与仿真、计算机视觉等 教授课程：承担本科生数据库原理与应用、研究生数据库系统原理与开发等课程 社会兼职：青岛市哲学社科青年人才团队学术带头人，全国中小学科学教育专家委员会专家 办公地点：教育系110室
学术经历：哈尔滨工业大学计算机科学与技术专业本硕博学位，中国海洋大学计算机科学与技术专业博士后，英国曼彻斯特大学公派联合培养。2012年7月博士毕业至中国海洋大学工作，多年来一直致力于教育环境下机器学习与评价、智能学习系统建模与仿真、计算机视觉等方面的研究工作，积累了丰富的理论基础和实践经验，在国内外高水平学术期刊及会议上发表论文80余篇，包括TNNLS、KBS、ESWA、AIED等，并申请国家发明专利7项。主持国家自然科学基金、教育部人文社科基金、山东省自然科学基金、山东省教育科学规划基金等多项国家级、省部级课题，担任国内外多个顶尖期刊及会议审稿专家。
近五年部分成果列表期刊论文[1] Cunling Bian, Deliang Wang, Shiyu Liu, Weigang Lu*(corresponding author), Junyu Dong. Adaptive learning path recommendation based on graph theory and an improved immune algorithm. KSII Transactions on Internet and Information Systems. 2019, 13(5): 2277-2298. (SCI) [2] Cunling Bian, Ya Zhang, Fei Yang, Wei Bi, Weigang Lu*(corresponding author). Spontaneous facial expression database for academic emotion inference in online learning. IET Computer Vision. 2019, 13(3): 329-337. (SCI) [3] Peng Liu, Guoyu Wang, Zhibin Yu, Xinchang Guo, Weigang Lu*(corresponding author). Vehicle tracking based on shape information and inter-frame motion vector. Computers & Electrical Engineering. 2019, 78: 22-31. (SCI) [4] Jie Li, Weigang Lu*(corresponding author), Jun Jing, Huaibao Wang. Construction model of cardiac purkinje system. Current Proteomics. 2018, 15(5): 394-400. (SCI) [5] Jiazhi Du, Weigang Lu*(corresponding author), Xiaohe Wu, Junyu Dong, Wangmeng Zuo. L-SVM: A Radius-margin-based SVM algorithm with LogDet Regularization. Expert Systems With Applications. 2018, 102: 113-125. (SCI) [6] Yaqian Zheng, Chunrong Li,Shiyu Liu, Weigang Lu*(corresponding author). An improved genetic approach for composing optimal collaborative learning groups. Knowledge-Based Systems. 2018, 139: 214-225. (SCI) [7] Fei Yang, Lei Zhang, Weigang Lu*(corresponding author), Wangmeng Zuo, Kuanquan Wang. Coupling ray radiation function based biophysical detailed dual pattern cardiac visualization.Journal of Medical Imaging and Health Informatics. 2017, 7(5): 939-943. (SCI) [8] Fei Yang, Weigang Lu, Lei Zhang, Lei Liu,Yue Zhang. Study of cardiac physiological and physical activities by energy blending integral model. Progress in Biochemistry and Biophysics. 2017, 44(9): 792-798. (SCI) [9] Fei Yang, Weigang Lu*(corresponding author), Lei Zhang, Yue Zhang, Wangmeng Zuo, Kuanquan Wang, Henggui Zhang. A composite visualization method for electrophysiology-morphous merging of human heart. BioMedical Engineering OnLine. 2017, 16(1): 70. (SCI) [10] Fei Yang, Lei Zhang, Weigang Lu*(corresponding author), Lei Liu, Yue Zhang, Kuanquan Wang, Henggui Zhang, Wangmeng Zuo. Depth attenuation degree based visualization for cardiac ischemic electrophysiological feature exploration. BioMed Research International. 2016, 2016(2): 1-8. (SCI) [11] Weigang Lu*(corresponding author), Jie Li, Fei Yang, Cunjin Luo, Kuanquan Wang, Ismail Adeniran, Henggui Zhang. Effects of acute global ischemia on re-entrant arrhythmogenesis: a simulation study. Journal of Biological Systems. 2015, 23(2): 213-230. (SCI) [12] Weigang Lu, Jie Li, Fei Yang, Kuanquan Wang. Simulation study of ventricular arrhythmia at the early stage of global ischemic condition. Progress in Biochemistry and Biophysics. 2015, 42(2): 189-194. (SCI) [13] Fei Yang, Lei Zhang, Weigang Lu*(corresponding author), Wangmeng Zuo, Kuanquan Wang, Henggui Zhang, Yeming Li. Multi-boundary cardiac data visualization based on multidimensional transfer function with ray distance. Bio-Medical Materials and Engineering. 2014, 24(6): 3025-3032. (SCI) 会议论文 [1] Cunling Bian, Deliang Wang, Ya Zhang, Weigang Lu*(corresponding author). Inferring academic emotion in online learning based on spontaneous facial expression. Computers in Education. 2018, 83-88. (EI) [2] Cunling Bian, Ya Zhang, Deliang Wang, Yi Liang, Bo Wu, Weigang Lu*(corresponding author). An academic emotion database and the baseline evaluation. Computer Science & Education. 2018, 378-383. (EI) [3] Jiazhi Du, Rui Shi, Yuanyi Zhen, Weigang Lu*(corresponding author). An analysis of influence factors for academic performance about personality traits and thinking styles of students. Computer Science & Education. 2017, 167-171. (EI) [4] Jiazhi Du, Shijun Dong, Chunrong Li, Weigang Lu*(corresponding author). Research on activity recognition of students in physical education based on IDT method. Computer Science & Education. 2017, 172-176. (EI) [5] Cunling Bian, Shijun Dong, Chunrong Li, Zheng Shi, Weigang Lu*(corresponding author). Generation of adaptive learning path based on concept map and immune algorithm. Computer Science & Education. 2017, 409-414. (EI) [6] Yaqian Zheng, Jiazhi Du, Haibo Yu, Weigang Lu, Chunrong Li. An improved genetic algorithm approach for optimal learner group formation in collaborative learning contexts. Computers in Education. 2016, 76-78. (EI) [7] Yaqian Zheng, Yunsong Liu, Weigang Lu, Chunrong Li. A hybrid PSO-GA method for composing heterogeneous groups in collaborative learning. Computer Science & Education. 2016, 160-164. (EI) [8] Fei Yang, Weigang Lu*(corresponding author), Lei Zhang, Wangmeng Zuo, Kuanquan Wang, Henggui Zhang. Fusion visualization for cardiac anatomical and ischemic models with depth weighted optic radiation function. Computing in Cardiology. 2015, 42: 937-940. (EI) [9] Jie Li, Weigang Lu*(corresponding author). Improved fast marching method applied on purkinje fibers extraction. Intelligent Control and Information Processing. 2014: 473-475. (EI) [10] Fei Yang, Weigang Lu*(corresponding author), Lei Zhang, Kuanquan Wang, Yeming Li. Visualization for non-linear enhanced volume data. Intelligent Information Hiding and Multimedia Signal Processing. 2014: 349-352. (EI) [11] Cunjin Luo, Kuanquan Wang, Yongfeng Yuan, Weigang Lu, Henggui Zhang. Simulation of re-entrant wave dynamics in a 2-D sheet of human ventricle with KCNJ2-linked variant 3 short QT syndrome. Computing in Cardiology. 2014, 41: 61-64. (EI)
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