王姣菊,博士,南阳师范学院讲师,
2013.09-2017.06湖南科技大学数学与计算科学学院应用统计学学士
2017.09-2020.06中南大学数学与统计学院统计学硕士
2020.09-2024.06中南大学数学与统计学院计算数学博士
主要从事大数据分析、统计建模、深度学习、数据挖掘、医疗图像处理等应用研究,发表论文十余篇,其中第一作者的SCI/SSCI论文7篇。
主要论著:
[1]Jiaoju Wang, ZhizhongWang, MinDeng, HangZou, KaifuWang. Heterogeneous spatiotemporal copula-based kriging for air pollution prediction[J]. Transactions in GIS,2021, 25(6): 3210-3232.
[2]Jiaoju Wang, Yan Luo, Zheng Wang, Alphonse Houssou Hounye, Cong Cao,
Muzhou Hou and Jianglin Zhang. A cell phone app for facial acne severity assessment[J].Applied Intelligence,2022, 53(7): 7614-7633.
[3]Jiaoju Wang, Chong Wang, Zheng Wang, Alphonse Houssou Hounye, Zhaoying Li, MengLin Kong, Muzhou Hou, Jianglin Zhang, Min Qi. A novel automatic acne detection and severity quantification scheme using deep learning[J]. Biomedical Signal Processing and Control,2023, 84: 104803.
[4]Jiaoju Wang,Jiewen Luo, Alphonse Houssou Hounye, Zheng Wang, Jiehui Liang, Yangbo Cao, Jing Feng, Lingjie Tan, Zhengcheng Wang, Menglin Kong, Muzhou Hou and Jinshen He. A decoupled generative adversarial network for anterior cruciate ligament tear localization and quantification[J]. Neural Computing andApplications,2023,35,19351-19364.
[5]Jiaoju Wang, Jiewen Luo, Jiehui Liang, Yangbo Cao, Jing Feng, Lingjie Tan, Zhengcheng Wang, Jingming Li and Alphonse Houssou Hounye and Muzhou Hou and Jinshen He.Lightweight Attentive Graph Neural Network with Conditional Random Field for Diagnosis of Anterior Cruciate Ligament Tear. Journal of Imaging Informatics in Medicine,2024: 1-18.
[6]Jiaoju Wang, Jian Song, Zheng Wang, Shuang Mao, Mengli Kong, YitaoMao, Muzhou Hou, Xuewen Wu. Auto-metric distribution propagation graph neural network with a meta-learning strategy for diagnosis of otosclerosis[J]. Applied Intelligence,2024, 54(7): 5558-5575.
[7]Jiaoju Wang, Haoran Feng, Alphonse Houssou Hounye, Meiling Tang, Yiming Shu, Muzhou Hou, Shuijiao Chen.A Boundary-enhanced Decouple Fusion segmentation network for diagnosis of adenomatous polyps. Journal of Imaging Informatics in Medicine, Formerly known as:Journal of Digital Imaging. 2024.(SCI,中科院二区,IF:2.9)