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范晓亮 高级工程师,硕导,数字福建健康医疗大数据研究所副所长

法国巴黎第六大学 博士(2012)

研究方向:大数据分析 医学人工智能

所属部门:实验教学中心 计算机科学系

电子邮件:fanxiaoliang (AT) xmu.edu.cn

个人主页:https://www.researchgate.net/profile/Xiaoliang_Fan

个人简历:

学术兼职: 

IEEE高级会员、中国计算机学会CCF高级会员

CCF服务计算专委会委员、CCF普适计算专委会委员

ACM SIGSPATIAL China委员(2015-)

CCF第十一次会员代表大会会员代表(2015-2019)

期刊审稿人:IEEE Transactions on Services Computing (TSC), IEEE Transactions on Intelligent Transportation System (T-ITS), IEEE Transactions on Parallel and Distributed Systems (T-PDS), IEEE Transactions on Big Data (TBD)

期刊审稿人: Future Generation Computer Systems (FGCS)等.

在研项目: 

大规模人群出行的不确定性分析与城市级别人流预测研究,国家自然科学基金面上基金项目(61872306),范晓亮(主持),2019年1月-2022年12月,64万(直接经费)

情境感知云计算工作流的动态服务选择研究,国家自然科学基金青年科学基金项目(61300232),范晓亮(主持),2014年1月-2016年12月,23万,已结题

面向时空相关性挖掘的情境感知Web服务推荐算法研究,中国博士后科学基金面上项目一等资助(2015M580564),范晓亮(主持),2015年6月-2017年5月,8万,已结题

代表性论文: 

范晓亮,胡亚昆(译著),决策与行动:感受东西方管理文化的异同,兰州大学出版社,2016年8月, ISBN: 978-7-311-04958-4, 231千字.

Xiaoliang Fan#, Yakun Hu, Zibin Zheng*, Yujie Wang, Patrick Brezillon, Wenbo Chen, CASR-TSE: Context-Aware Web Services Recommendation for Modeling Weighted Temporal-Spatial Effectiveness, IEEE Transactions on Services Computing, 2018, vol. , no. , pp. 1, 5555, doi:10.1109/TSC.2017.2782793. [录用,中科院JCR二区top,CCF B类期刊,IF:4.418]

Yao Zhu#, Xiaoliang Fan*, Jinzhun Wu, Xiao Liu, Jia Shi, Cheng Wang, Predicting ICU Mortality by Supervised Bidirectional LSTM Networks, Proceedings of the 1st Joint Workshop on AI in Health collocated with IJCAI 2018 (IJCAI-AIH 2018), Stockholm, Sweden, July 13-14, 2018, CEUR.org, Vol-2142, pp. 49-60. [EI: 20183205657445]

Xiaoliang Fan#, Chang Xu, Fang Tang, Jianzhong Qi, Xiao Liu, Longbiao Chen, Cheng Wang*, CommuteShare: A Ridesharing Service for Daily Commuters Using Cross-domain Urban Big Data, 25th IEEE Conference on Web Services (ICWS 2018), July 2-7, 2018, San Francisco, USA, pp.298-301, doi: 10.1109/ICWS.2018.00046 [CCF B类会议/EI]

Chao Chen#, Xiaoliang Fan*, Chuanpan Zheng, Lujing Xiao, Ming Cheng and Cheng Wang, SDCAE: Stack Denoising Convolutional Autoencoder Model for Accident Risk Prediction via Traffic Big Data, Proceeding of Sixth International Conference on Advanced Cloud and Big Data (CBD 2018), IEEE press, August 12-15, 2018, Lanzhou, China, pp. 328-333, DOI: 10.1109/CBD.2018.00065 [EI].

Longbiao Chen#, Xiaoliang Fan, Leye Wang, Zhiyong Yu, Johnthan Li, Daqing Zhang, Thi-Mai-Trang Nguyen, Gang Pan, Cheng Wang*, RADAR: Road Obstacle Identification for Disaster Response Leveraging Multi-Source Urban Data, The ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’18), Singapore, 2018 Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies,  Volume 1, Issue 4, Article 130 (January 2018), 23 pages. DOI: 10.1145/3161159. [CCF A类会议/EI]

 Yujie Wang#, Xiaoliang Fan*, Xiao Liu, Chuanpan Zheng, Longbiao Chen, Cheng Wang, Jonathan Li, Unlicensed Taxis Detection Service based on Large-Scale Vehicles Mobility Data, Proc. of 24th IEEE Conference on Web Services (ICWS 2017), Hawaii, USA, June 24-30, 2017, pp. 857-861. [CCF B类会议/EI]

Xiaoliang Fan#*, Yujie Wang, You Ma, Yakun Hu, Xiao Liu, Exploring the Effectiveness of True Abnormal Data Elimination in Context-aware Web Services Recommendation, Proc. of 23th IEEE Conference on Web Services (ICWS 2016), San Francisco, USA, June 27-July 2, 2016, pp. 300-307. [CCF B类会议/EI]

Xiaoliang Fan#, Yakun Hu, Ruisheng Zhang, Wenbo Chen and Patrick Brezillon*, Modeling Temporal Effectiveness for Context Aware Web Services Recommendation, Proc. of 22th IEEE Conference on Web Services (ICWS 2015 Research Track), New York, USA, June 27th-July 2nd, 2015, pp. 225-232. [CCF B类会议/EI]

Xiaoliang Fan#, Baoqin He, Cheng Wang, Jonathan Li*, Ming Cheng, Huaqiang Huang, Xiao Liu, Big Data Analytics and Visualization with Spatio-Temporal Correlations for Traffic Accidents, Proc. 15th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2015), pp. 255–268, 2015. Zhangjiajie, China, November 18-20, 2015. [CCF C类会议/EI]

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