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Scientific Research
Research Field
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Paper Publications
more+- [1]An autonomous channel deep learning framework for blood glucose prediction[J]. Applied Soft Computing, 2022, 120: 108636. （JCR Q1 IF: 8.263）.
- [2]Deep representation-based transfer learning for deep neural networks[J]. Knowledge-based Systems, 2022, 253: 109526. （JCR Q1 IF: 8.139）.
- [3]A novel domain adaptive deep recurrent network for multivariate time series prediction[J]. Engineering Applications of Artificial Intelligence, 2021, 106: 104498.（JCR Q1 IF: 6.212）.
- [4]Deep transfer learning: a novel glucose prediction framework for new subjects with type 2 diabetes[J]. Complex & Intelligent Systems, 2022, 8(3): 1875-1887. （JCR Q1 IF: 6.700）.
- [5]Online Glucose Prediction Using Computationally Efficient Sparse Kernel Filtering Algorithms in Patients with Type 1 Diabetes, IEEE Transactions on Control Systems Technology, 2020.01(JCR: Q1, IF: 5.485).
Patents
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[1]亚群体深度学习框架下的心律失常识别方法，Yu Xia ,Li Hongru,Yang Yinghua,黄友鹤(S),沈凝(S)，2020
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[2]基于多模型融合的连续血糖监测传感器在线故障检测方法，Yu Xia ,崔悦(S),liujianchang，2019
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[3]基于OVMD-SE-PSO-BP的在线血糖预测方法，Yu Xia ,赵天琦(S),liujianchang，2019
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[4]一种用于VMD-PACF-BP模型的动态血糖在线预测方法，Yu Xia ,陶睿(S),Li Hongru,Yang Yinghua，2019
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[5]一种基于VMD-LSSVM模型的在线动态血糖预测方法，Yu Xia ,Li Hongru,Yang Yinghua,chenchunhua,韩昊宏(S)，2019
Published Books
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Research Projects
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