姓名：刘亚亚

职称：讲师

最高学位：工学博士

行政职务：无

所属硕点：电子信息

所在系院：维多利亚老品牌vic3308

电子邮箱：liuyaya@hbuas.edu.cn

专业方向：数据挖掘、智慧医疗、人工智能等；

研究成果：

[1] Xu Lingyu, Liu Yaya, Yu Jie, Li Xinjuan, Yu Xuan, Cheng Huiyi, Li Jun. Characterizing autism spectrum disorder by deep learning spontaneous brain activity from functional near-infrared spectroscopy [J]. Journal of neuroscience methods, 2020, 331:108538. https://doi.org/10.1016/j.jneumeth.2019.108538. (SCI: 0005154284000 20, IF: 2.214)

[2] Liu Yaya, Xu Lingyu, Li Jun, Yu Jie, Yu Xuan. Attentional Connectivity-based Prediction of Autism Using Heterogeneous rs-fMRI Data from CC200 Atlas [J]. Experimental Neurobiology, 2020, 29(1): 27-37. https://doi.org/10.5607/en.2020.2 9.1.27. (SCI: 000518850600003, IF: 2.370)

[3] Liu Yaya, Xu Lingyu, Yu Jie, Li Jun, Yu Xuan. Identification of autism spectrum disorder using multi-regional resting-state data through an attention learning approach [J]. Biomedical Signal Processing and Control, 2021, 69(2):102833. https://d oi.org/10.1016/j.bspc.2021.102833. (SCI: 0006856423000 01, IF: 3.137)

[4] Liu Yaya, Jiang Jiulei, Xu Lingyu, Zhao Lishuang. Formalization of Business Process with Flexibility Based on Service Interaction [C]. IEEE International Conference on Dependable, Autonomic and Secure Computing; IEEE International Conference on Big Data Intelligence and Computing; IEEE International Conference on Pervasive Intelligence and Computing; IEEE Cyber Science and Technology Congress. 2017. https://doi.org/10.1109/DASC-PICom-DataCom-CyberSciTec.2017.7 4 (EI: 20182405295199)

[5] Yu Xuan, Shi Suixiang, Xu Lingyu, Yu Jie, Liu Yaya, Wang Lei. A directed limited penetrable visibility graph (DLPVG)-based method of analysing sea surface temperature [J]. Remote Sensing Letters, 2019, 10(7): 609-618. https://doi.org/10.108 0/2150704X.2019.1590871. (SCI: 000462487400001, IF: 2.298)

[6] Yu Xuan, Shi Suixiang, Xu Lingyu, Yu Jie, Liu Yaya. Analyzing dynamic association of multivariate time series based on method of directed limited penetrable visibility graph [J]. Physica A: Statistical Mechanics and its Applications, 2020, 545: 123381. https://doi.org/10.1016/j.physa.2019.123381. (SCI: 000526845600012, IF: 2.924)

[7] Yu Xuan, Shi Suixiang, Xu Lingyu, Liu Yaya, Miao Qingsheng, Sun Miao. A Novel Method for Sea Surface Temperature Prediction Based on Deep Learning [J]. Mathematical Problems in Engineering, 2020, 2020(7): 1-9. https://doi.org/10.1155/20 20/6387173. (SCI: 000536806700005, IF: 1.009)

代表性成果：

[1] Liu Yaya, Xu Lingyu, Yu Jie, Li Jun, Yu Xuan. Identification of autism spectrum disorder using multi-regional resting-state data through an attention learning approach [J]. Biomedical Signal Processing and Control, 2021, 69(2):102833. https://doi.org/10.1016/j.bspc.2021.102833. (SCI: 0006856423000 01, IF: 3.137)

[2] Liu Yaya, Xu Lingyu, Li Jun, Yu Jie, Yu Xuan. Attentional Connectivity-based Prediction of Autism Using Heterogeneous rs-fMRI Data from CC200 Atlas [J]. Experimental Neurobiology, 2020, 29(1): 27-37. https://doi.org/10.5607/en.2020.2 9.1.27. (SCI: 000518850600003, IF: 2.370)

[3] Xu Lingyu, Liu Yaya, Yu Jie, Li Xinjuan, Yu Xuan, Cheng Huiyi, Li Jun. Characterizing autism spectrum disorder by deep learning spontaneous brain activity from functional near-infrared spectroscopy [J]. Journal of neuroscience methods, 2020, 331:108538. https://doi.org/10.1016/j.jneumeth.2019.108538. (SCI: 0005154284000 20, IF: 2.214)

教授课程：

计算机应用技术基础；软件开发方法学

招生意愿：

欢迎计算机技术、软件工程等相关领域及跨学科的考生报考。