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姜洁

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姜洁,博士,副研究员

办公地址:主楼B1512

电子邮件:jiangjie@cup.edu.cn

教育背景:

2010.9-2015.2,荷兰代尔夫特理工大学,博士

2007.9-2010.7,西安交通大学,硕士

2003.9-2007.7,长安大学,本科

工作经历:

2022.7至今,中国石油大学(北京)人工智能学院,副研究员;

2019.9-2022.6,南方科技大学计算机科学与工程系,研究助理教授;

2016.2-2019.8,英国萨里大学社会仿真研究中心,博士后研究员;

2015.7-2016.1, 英国帝国理工学院智能系统和网络,访问研究员;

研究领域:

[1] 物联网数据挖掘;[2] 智慧城市;[3] 非侵入式电力负荷监测;[4] 机器学习

代表性论文:

[1] Yujue Zhou, Jie Jiang*, Yulong Ding, Shuang-Hua Yang, Ligang He. Graph Convolutional Networks Based Contamination Source Identification Across Water Distribution Networks. Process Safety and Environmental Protection, 155, 317-324, 2021 (*Corresponding author).

[2] Yujue Zhou, Jie Jiang*, Shuang-Hua Yang, Ligang He, Yulong Ding. MuSDRI: Multi-Seasonal Decomposition Based Recurrent Imputation for Time Series. IEEE Sensors Journal, 21(20), 23213-23223, 2021 (*Corresponding author).

[3] Jie Jiang, Qiuqiang Kong, Mark Plumbley, Nigel Gilbert, Mark Hoogendoorn, Diederik Roijers. Deep Learning Based Energy Disaggregation and On/Off Detection of Household Appliances, ACM Transactions on Knowledge Discovery from Data, 15(3), 50:1-21, 2021.

[4] Kai Qian, Jie Jiang*, Yulong Ding, Shuang-Hua Yang. DLGEA: a deep learning guided evolutionary algorithm for water contamination source identification. Neural Computing and Applications, 33, 11889–11903, 2021 (*Corresponding author).

[5] Jie Jiang, Riccardo Pozza, Nigel Gilbert, Klaus Moessner. MakeSense: An IoT Testbed for Social Research of Indoor Activities, ACM Transactions on Internet of Things, 1(3), 17:1-25, 2020.