
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:suncitygroup太阳集团;
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:在国内外著名学术期刊或会议公开发表多篇学术论文,其中以第一作者或通讯作者公开发表5篇,包括4篇SCI检索论文、1篇EI检索论文;主持1项市厅级纵向项目、2项校级纵向项目、1项横向项目,参与1项国家重点研发计划项目、1项省级科研项目。
学术论文:
[1] Liu Yaya(刘亚亚), Zhao Qiang, Zhao Lishuang, Liu Yanchun, Li Xiaoli. Modeling Temporal Dependencies in Brain Functional Connectivity to Identify Autism Spectrum Disorders Based on Heterogeneous rs-fMRI Data [J]. Experimental Neurobiology, 2025, 34(2):77-86. https://doi.org/10.5607/en24028 (SCI:001497526200004, IF: 2.100)
[2] Liu Yaya(刘亚亚), 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)
[3] Liu Yaya(刘亚亚), 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)
[4] Xu Lingyu, Liu Yaya(刘亚亚), 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)
[5] Yu Xuan, Shi Suixiang, Xu Lingyu, Yu Jie, Liu Yaya(刘亚亚), 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(刘亚亚). 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(刘亚亚), 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)
科研项目:
[1] 国家重点研发计划,2016YFC1401902,海洋大数据挖掘分析与预测技术,2016-09至2020-12,200万元,参与;
[2] 湖北省科技厅, 湖北省自然科学基金计划一般面上项目, 2023AFB585, 面向多模态边缘网络的算力资源协同调度机制研究, 2023-07至2025-06, 8万元, 结题, 参与;
[3] 自助游规划系统开发,横向项目,HX2024139,15万元,结题,主持;
[4] 湖北省襄阳市社科联,汉江智库课题,襄阳古城北街活化利用中的文化内涵挖掘与创意展示策略研究,HJZKYBKT2025221,2025-05至2025-10,结题,主持。
其他:
[1] 健康长者通软件V1.0,2025SR0377098(软著)
[2] 行程智绘家软件V1.0,2025SR0304943(软著)
教授课程:数据结构、数据库系统原理等。
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。