葡京3522新地址

樊谨 

副教授

硕士生导师

计算机科学与技术&软件工程

工业大数据分析、无线感知与普适计算等

Email
fanjin@hdu.edu.cn
Address
杭州电子科技大学下沙校区1教325
  • 樊谨,女,2010年博士毕业于英国拉夫堡大学。近年来一直从事无线感知与普适计算,工业大数据分析等方面的研究工作。目前,主持国家自然科学青年基金1项,参与国家973项目1项、国家自然科学基金4项、浙江省重大科技专项等多项国家和省部级项目。项目内容涵盖从智能感知和数据分析的前沿理论到实践技术。围绕着移动终端开发、大数据分析预测、机器学习算法应用等相关问题,近三年来在国际学术期刊及会议上发表SCI/EI 20余篇高水平学术论文,申请专利7项,专利授权2项。

[1] Jin Fan,Hongkun Wang,et al , AEDmts: an Attention-based Encoder-Decoder framework for Multi-Sensory Time Series analytic,IEEE ACCESS(ESI, SCI) Feb,2020
[2] Qing Wu, Jie Wang, Jin Fan*, et al., “Improved Coupled Tensor Factorization with Its Applications in Health Data Analysis,” [J] Complexity, vol. 2019, Article ID 1574240, 16 pages, 2019.
[3] Yidan Hu, Jin Fan* et al. An estimated method of urban PM2.5 concentration distribution for a mobile sensing system[J]. Pervasive & Mobile Computing, 2016, 25(C):88-103.
[4]Do, Quan & Liu, Wei & Fan, Jin & Tao, Dacheng. (2019). Unveiling Hidden Implicit Similarities for Cross-Domain Recommendation. IEEE Transactions on Knowledge and Data Engineering. PP. 1-1. 10.1109/TKDE.2019.2923904.
[5] Fan J# , Hu Y , Luan T H , et al. DisLoc: A Convex Partitioning Based Approach for Distributed 3-D Localization in Wireless Sensor Networks[J]. IEEE Sensors Journal, 2017, 17(24):8412-8423.
[6] Jian Jiang, Fei Lin, Jin Fan, Hang Lv, and Jia Wu, “A Destination Prediction Network Based on Spatiotemporal Data for Bike-Sharing,” [J] Complexity, vol. 2019, Article ID 7643905, 14 pages, 2019.
[7]Fei L , Jian J , Jin Fan , et al. “A stacking model for variation prediction of public bicycle traffic flow”[J]. Intelligent Data Analysis[J], 2018, 22(4):911-933
[8] Fan J#, Zhang B , Dai G . D3D-MDS: A Distributed 3D Localization Scheme for an Irregular Wireless Sensor Network Using Multidimensional Scaling[J]. International Journal of Distributed Sensor Networks, 2015, 2015(7):1-10.
[9] Zhang B , Fan J* , Dai G , et al. A Hybrid Localization Approach in 3D Wireless Sensor Network[J]. International Journal of Distributed Sensor Networks,2015,(2015-10-11), 2015, 2015:20.
[10] Hong Z , Yidan H , Jin F , et al. Arm Motion Recognition and Exercise Coaching System for Remote Interaction[J]. Mobile Information Systems, 2016, 2016:1-14.
[11] Li Z , Zhang J , Fan J, et al. Prediction based indoor fire escaping routing with wireless sensor network[J]. Peer-to-Peer Networking and Applications, 2017, 10(3):697-707.
[12] Guo H , Dai G , Fan J , et al. A Mobile Sensing System for Urban P M 2.5 Monitoring with Adaptive Resolution[J]. Journal of Sensors, 2016, 2016(9):1-15.
[13] Zhang J , Wang M , FAN J , et al. Multi-hop energy sharing in rechargeable wireless sensor networks[J]. International Journal of Sensor Networks, 2016, 20(4):230-242.
[14] Q. Wu, Y. Shen, Z. Ma, J. Fan* and R. Ge, “iBQPSO: an Improved BQPSO Algorithm for Feature Selection,” 2018 International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro, 2018, pp. 1-8.doi: 10.1109/IJCNN.2018.8489676
[15] Wang X , Qiu J , Fan J , et al. MDS-based localization scheme for large-scale WSNs within sparse anchor nodes[C], 2015 IEEE International Conference on Communications (ICC) -. 2015:6609-6614.

 

(1)2014年校第八届青年教师教学技能比赛一等奖
(2)2015年校级优秀班主任
(3)近三年来,指导学生获得浙江省挑战杯二等奖1次、省新苗项目立项一次,校级互联网+一等奖、三等奖多次,校大创项目优胜奖2次。
(4)2018年获得杭州电子科技大学计算机学院国际化工作特别贡献奖,受邀“杭电国际合作特别助理”
(5)CCF A类会议最佳答辩文章奖:“BlueAer: A fine-grained urban PM2.5 3D monitoring system using mobile sensing ”IEEE Infocom 2016.
(6)CCF A类会议最佳答辩文章奖:“BlueAer: A fine-grained urban PM2.5 3D monitoring system using mobile sensing ”IEEE Infocom 2016.
(7)2018年 校级教学成果奖一等奖、2018年校级教学成果特等奖各一项

(8)Major participant, Industrial Internet Edge Computing-Based Programmable Logic Controller (PLC),750M,National science and technology major projects,06-2021.12

(9)Major participant, Intensivecustomization theory and method of industrial Internet for equipment groups,2.6M, The Natural Science Foundation of China Major supporting projects,