苗圣法 (Miao Shengfa)
个人信息

毕业院校：荷兰莱顿大学 学历：博 士

专 业：数据挖掘
邮箱：miaoshengfa@hotmail.com



研究方向


? 数据挖掘与机器学习：时间序列、自然语言处理、子群(subgroup)发现、知识图谱、深度学习
? 结构健康监测：传感器信号处理、结构特征提取和建模、结构故障诊断和寿命预测
? 大数据技术：大数据采集，大数据预处理、大数据存储、大数据分析、大数据可视化


担任社会职务
国际期刊审稿人：
? Natural Computing (SCI国际期刊)
? Transactions on Knowledge Discovery from Data (TKDD) (SCI国际期刊)
? Advances in Mechanical Engineering(SCI国际期刊)
? Journal of Science and Technology, Transactions of Mechanical Engineering(SCI国际期刊)
? Structural control & Health Mornitoring (SCI国际期刊)
? Frontiers of Information Technology & Electronic Engineering
会员：
? Dutch Data Science Community
? TensorFlow Amsterdam Group
? Netherlands Hadoop User Group
? Member of International Association for Bridge and Structural Engineering (IABSE)
? Member of Structural Health Monitoringof Intelligent Infrastructure (ISHMII)


发表论文和专利
专利：
1.高信噪比时间序列的基线探测方法、设备及存储介质，9.7，2019.08.07
2.一种数据处理方法、装置、设备及计算可读取介质，2.2，2019.01.29
3.用户行为分析系统及方法，3.8，2019.03.04


国际SCI检索期刊论文：
1. Miao S., Vespier U., Meeng M., Cachucho R., and Knobbe A. Predefined pattern detection in large time series. Information Sciences, 329, pages 950-964, 2016 (SCI检索，二区，影响因子: 4.832).
2. Miao S., Koenders E., and KnobbeA. Automatic baseline correction of strain gauge signals. Journal of Structural Control and Health Monitoring, 22(1), pages 36-49, 2015 (SCI检，影响因子: 2.355).
国际会议论文和报告：
1. Nie Y., Miao S. Shaping New Diplomacy Discourse in the Context of Globalization-- Mapping China’s Belt and Road Initiative, IAPSS World Congress 2018, 2018
2. De Visser M., Miao S., Englebienne G., Sools A. and Visscher, K. Machine-based mapping of innovation
portfolios, 18th International Continuous Innovation Network (CINet) Conference, 2017
3. Invited talk at Digital Research in East Asian Studies: Corpora, Methods, and Challenges, 2016.07
4. Miao S., Vespier U., Vanschoren J., Knobbe A., and Cachucho R. Modeling sensor dependencies between multiple sensor types, In Proceedings of BENELEARN, Nijmegen, the Netherlands, 2013
5. Miao S., Knobbe A., Koenders E., and Bosma C. Analysis of traffic effects on a Dutch highway bridge, In Proceedings of IABSE, Rotterdam, the Netherlands, 2013
6. Miao S., Veerman R., Koenders E., and Knobbe A. Modal analysis of a concrete highway bridge-structure calculations and vibration-based results. In Proceedings of international conference on structural health monitoring of intelligent infrastructure (SHMII), Hongkong, 2013?
7. Veerman R., Miao S., Koenders E., and Knobbe A. Data intensive structural health monitoring in the Infawatch project.?In Proceedings of international conference on structural health monitoring of intelligent infrastructure (SHMII), Hongkong, 2013
8. Miao S., Knobbe A., Vanschoren J., Vespier U., Koopman A., Cachucho R., and Chen X. A range of data mining techniques to correlate multiple sensor types. In Proceedings of DBDBD, Twente, the Netherlands, 2011. ?
9. Vespier U, Knobbe A, Vanschoren J, Miao S., Koopman A., Obladen B., and Bosma C. Traffic events modeling for structural health monitoring. In Proceedings of IDA, pages 376–387, 2011. ?
10. Chen X., Yao Y., Liu G., Su Y., Chen Y., and Miao S. Ibta: An ibt-tree based algorithm for RFID anti-collision. In Information Technology and Applications (IFITA), volume 2, pages 407–410, 2010. ?
11. Chen X., Liu G., Yao Y., Chen Y., Miao S., and Su Y. Irbst: an improved RFID anti-collision algorithm based on regressive-style binary search tree. In Information Technology and Applications (IFITA), volume 2, pages 403–406, 2010. ?
12. Chen X., He Y., Chen P., Miao S., Song W., and Yue M. Hpfp-miner: A novel parallel frequent itemset mining algorithm. In Natural Computation (ICNC ’09), ?volume 3, pages 139–143, 2009. ?
13. Chen X., Miao S., and Wang B. Design and implement of Chinese name search engine based on multidimensional data model. In Sciencepaper Online, Aug 2008. ?


获得荣誉
? 2015.01.01~2018.07.31荷兰海外高级人才免税津贴
? 2019.03~2024.02深圳市“孔雀计划”海外高层次人才
? 2019.06~2024.05深圳市宝安区高层次综合类人才
? 2019.09.25国家邮政局邮政行业科技英才推进计划