吕明琪

个人简介 吕明琪，浙江大学计算机科学与技术学院博士毕业，现任浙江工业大学计算机科学与技术学院副教授、博士生导师，曾在新加坡南洋理工大学访问研究。长期从事时空数据挖掘及其在网络安全、普适计算等领域的应用研究，发表学术论文50余篇，包含IEEE Trans. TMC、TIFS、TCYB、TITS、UbiComp、CIKM等国内外权威期刊和会议论文20余篇，论文被引用近1000次，H-index为12。主持国家自然科学基金联合重点项目、国家自然科学基金青年项目、浙江省自然科学基金面上项目等科研项目6项。授权国家发明专利14项且已实现成果转化5项。相关研究成果先后应用在中国移动浙江公司的移动群体大数据平台、杭州市交警支队智慧交通辅助决策系统、浙江鸿程智慧城市研究院空气质量智能监测系统、浙江工业大学校园用户智能感知系统、浙江省科协科技工作者智能画像系统等多个智慧城市和数字经济时空大数据系统中。 教学与课程 育人成果 科研项目 科研成果 [1]       Mingqi Lv, Dajian Zeng, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji. Private cell-id trajectory prediction using multi-graph embedding and encoder-decoder network. IEEE Transactions on Mobile Computing, 2021.   (CCF A类期刊)[2]       Tiantian Zhu, Jiayu Wang, Linqi Ruan, Chunlin Xiong, Jinkai Yu, Yaosheng Li, Yan Chen, Mingqi Lv, Tieming Chen. General, efficient, and real-time data compaction strategy for APT forensic analysis. IEEE Transactions on Information Forensics and Security, 2021.   (CCF A类期刊)[3]       Mingqi Lv, Zhaoxiong Hong, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji. Temporal multi-graph convolutional network for traffic flow prediction. IEEE Transactions on Intelligent Transportation Systems, 2021.   (CCF B类期刊)[4]       Tiantian Zhu, Zhengqiu Weng, Qijie Song, Yuan Chen, Qiang Liu, Yan Chen, Mingqi Lv, Tieming Chen. ESPIALCOG: General, efficient and robust mobile user implicit authentication in noisy environment. IEEE Transactions on Mobile Computing, 2020.   (CCF A类期刊)[5]       Mingqi Lv, Yifan Li, Ling Chen, Tieming Chen. Air quality estimation by exploiting terrain features and multi-view transfer semi-supervised regression. Information Sciences, 2019.   (CCF B类期刊)[6]       Mingqi Lv, Ling Chen, Tieming Chen, Dajian Zeng, Bin Cao. Discovering individual movement patterns from cell-id trajectory data by exploiting handoff features. Information Sciences, 2019.   (CCF B类期刊)[7]       Ling Chen, Ding Tu, Mingqi Lv, Gencai Chen. A knowledge-based semisupervised hierarchical online topic detection framework. IEEE Transactions on Cybernetics, 2019.   (CCF B类期刊)[8]       Mingqi Lv, Dajian Zeng, Tieming Chen, Ling Chen. A sequence-to-sequence model for cell-ID trajectory prediction. UbiComp, 2019.   (CCF A类会议)[9]       Mingqi Lv, Ling Chen, Tieming Chen, Gencai Chen. Bi-view semi-supervised learning based semantic human activity recognition using accelerometers. IEEE Transactions on Mobile Computing, 2018.   (CCF A类期刊)[10]    Ding Tu, Ling Chen, Mingqi Lv, Hongyu Shi, Gencai Chen. Hierarchical online NMF for detecting and tracking topic hierarchies in a text stream. Pattern Recognition, 2018.   (CCF B类期刊) 社会服务