经济与管理学院
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| 导师代码： |
20382
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| 导师姓名： |
陆炜
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| 性 别： |
女 |
| 特 称： |
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| 职 称： |
副教授
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| 学 位： |
哲学博士学位
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| 属 性： |
专职 |
| 电子邮件： |
luwei@uestc.edu.cn
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| 学术经历：
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教育背景
Computer Science, the Hong Kong Polytechnic University, Ph. D
Electrical and Computer Engineering, Duke University, Master
Electronic Engineering, UESTC, Bachelor
研究方向
Machine Learning, Data Mining, Information Systems, Bayesian Learning
讲授课程
Machine Learning and Business Intelligence, for undergrads
Machine Learning and Business Analytics, for postgrads
E-Commerce, for overseas
Business Intelligence and Decision Making, for MBA
社会兼职及荣誉
2022年研究生教学质量优秀奖；2021年度学院教学新人奖；2019研究生教学优绩奖；2019年度学院研究新人奖；2018年度学院研究新人提名奖
担任IEEE Transactions on Cybernetics, AAAI, ICDM, SDM,ICPR等国际期刊和会议审稿人
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| 个人简介：
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研究聚焦基于人工智能的管理信息系统，在国际 A 类学术刊物及国际顶级学术会议发表论文 10 余篇，其中第一作者 8 篇、通讯作者2篇,共被引用 170余次，h指数为8。多次在国际 A 类学术会议做口头报告。担任国际会议副主席 1 次，获 IEEE 杰出领袖奖。四川省学术带头人后备人选，获校哲学社科青年教师人才项目支持，院“学术新人奖”、“教学新人奖”。主持国家自然科学基金青年项目、省哲学社科规划项目各一项。
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| 科研项目：
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主持国家自然科学基金青年项目“医疗长周期连续决策模型与深度强化学习算法研究”
主持省社科规划项目“基于超大量标签数据管理的异构创新推荐系统研究”
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| 研究成果：
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· Tian-Hao Li, Zhi-Shun Wang, Wei Lu*, Qian Zhang, Deng-Feng Li, "Electronic Health Records based Reinforcement Learning for Treatment Optimizing", Information Systems, 2022. (SCI, Rank A)
· Wei Lu, Fu-lai Chung, Wenhao Jiang, Martin Ester, Wei Liu, “A Deep Bayesian Tensor Based System for Video Recommendation”, ACM Transactions on Information Systems （TOIS）, 2019. (SCI, Rank A)
· Wei Lu, Fu-lai Chung, “A Deep Graphical Model for Layered Knowledge Transfer”, International Conference on Pattern Recognition, 2018.
· Wei Lu, Fu-lai Chung, Kunfeng Lai, Liang Zhang, “Recommender system based on scarce information mining [J]. Neural Networks, the Official Journal of the International Neural Network Society, 2017. (SCI, JCR Q1)
· Wei Lu, Fu-lai Chung, Kunfeng Lai, “Scarce Feature Topic Mining for Video Recommendation”, Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, 2016. (CCF B)
· Wei Lu, Fu-lai Chung, “Computational Creativity based Video Recommendation”, Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2016. (CCF A)
· Wei Lu, Fu-lai Chung, “Auxiliary Information based Hierarchical Topic Model: Mining Biased Short text”, submitted.
· Xiaoqian Yi, Xiao Shen, Wei Lu, Tung Shan Chan, and Fu Lai Chung. “Persuasion Driven Influence Analysis in Online Social Networks”, International Joint Conference on Neural Networks (IJCNN), 2016.
· Wei Lu, Fu-lai Chung, “Deep Bayesian Tensor for Recommender System”, Proceedings of the ECMLPKDD 2015 Doctoral Consortium, 2015.
· Anna Tyler, Wei Lu, Justin Hendrick, etc., “CAPE: An R package for Combined Analysis of Pleiotropy and Epistasis”, PLoS computational biology 9.10, 2013.
· Wei Lu, “Extreme Programming Project Performance Management by Statistical Earned Value Analysis”, Global Journal of Business Research, 2013.
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| 专业研究方向：
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| 专业名称 |
研究方向 |
招生类别 |
| 120100管理科学与工程 |
02信息管理与电子商务，03智能决策与博弈，04大数据与商务智能 |
硕士学术学位 |
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