于霞 - 东北大学 - 信息科学与工程学院

个人简介

教育经历 2001.9-2005.7东北大学信息科学与工程学院自动化专业学士学位 2005.9-2011.7东北大学信息科学与工程学院控制理论与控制工程专业博士学位工作经历 2016.4-2017.4伊利诺伊理工学院生物与化学工程系访问学者 2011.8-至今东北大学信息科学与工程学院讲师

研究领域

复杂系统建模、控制与优化，机器学习，“人工胰腺”系统，可穿戴设备下的生理信息监测与健康维护

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1. Xia Yu，RashidMudassir，Feng Jianyuan，FrantzNicole，Hajizadeh Iman，SamadiSediqeh，Sevil Mert，Lazaro Caterina，Maloney Zacharie，Littlejohn Elizabeth，Quinn Laurie，Cinar Ali. Online Glucose Prediction Using Computationally Efficient Sparse Kernel Filtering Algorithms in Patients with Type 1 Diabetes. IEEE Transactions on Control Systems Technology. 2020, 28(1):3-15. (JCR分区: Q1, 影响因子: 5.312, SCI: 000505786600002) 2.Xia Yu*, Xiaoyu Sun, Yuhang Zhao, Jianchang Liu, Hongru Li, Fault detection of continuous glucose measurements based on modified k-medoids clustering algorithm, Neural Computing & Applications, Early Access Oct 23 2020. DOI: 10.1007/s00521-020-05432-2 ((JCR分区: Q1,影响因子: 4.775, SCI: 000582098100005) 3. Xia Yu,TurksoyKamuran，RashidMudassir，Feng Jianyuan，FrantzNicole，Hajizadeh Iman，SamadiSediqeh，Sevil Mert，Lazaro Caterina，Maloney Zacharie，Littlejohn Elizabeth，Quinn Laurie，Cinar Ali. Model-Fusion-Based Online Glucose Concentration Predictions in People with Type 1 Diabetes. Control Engineering Practice. 2018, 71(2):129-141. ((JCR分区: Q2, 影响因子: 3.193, SCI: 000424175400013) 4. Xia Yu, Tao Yang, Jingyi Lu, Yun Shen, Wei Lu, Wei Zhu, Yuqian Bao, Hongru Li, Jian Zhou*. Deep Transfer Learning: A Novel Glucose Prediction Framework for New Subjects with Type 2 Diabetes, Complex & Intelligent Systems. Early Access Apr 2021. ((JCR分区: Q2, 影响因子: 3.791, SCI: 000637664200001) 5. Xia Yu, Ning Ma, Tao Yang, Yawen Zhang, Qing Miao, Junjun Tao, Hongru Li, Yiming Li, Yehong Yang*. A Multi-level Hypoglycemia Early Alarm System Based on Sequence Pattern Mining, BMC Medical Informatics and Decision Making. 2021, 21(1). ((JCR分区: Q3, 影响因子: 2.317, SCI: 000612864300001) 6. Rui Tao, Xia Yu, Jingyi Lu, Yun Shen，Wei Lu，Wei Zhu，Yuqian Bao，Hongru Li, Jian Zhou*. A Multilevel Clustering Approach Driven by Continuous Glucose Monitoring Data for Further Classification of Type 2 Diabetes, BMJ Open Diabetes Research & Care. 2021, 9(1). ((JCR分区: Q3, 影响因子: 3.183, SCI: 000624982500002) (共同一作) 7. Xia Yu，Rashid Mudassir，Feng Jianyuan，FrantzNicole，Hajizadeh Iman， SamadiSediqeh，Sevil Mert，Lazaro Caterina，Maloney Zacharie，Cinar Ali. Fault Detection in Continuous Glucose Monitoring Sensors for Artificial Pancreas Systems. IFAC-PapersOnLine, 2018, 51(18):714-719. (EI: 20184105924248) 8.于霞, 刘建昌, 李鸿儒. 基于联合滤波算法的复杂时变系统在线自适应逆控制. 控制理论与应用, 2011, 28(12): 1704-1710. 9.于霞, 刘建昌, 李鸿儒. 时变系统的控制问题综述. 控制与决策. 2011, 26(9): 1281-1287. 10.于霞, 刘建昌, 李鸿儒. 一种变步长凸组合自适应滤波器及其均方性能分析. 电子学报, 2010, 38(2): 480-484.