
冯涛
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职称:教授
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学历学位:硕士研究生/硕士
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研究领域:机器学习、智能信息系统(人工智能行业应用)、GIS
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E-mail:vonpower@ynufe.edu.cn
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个人主页:https://www.itaotaotao.com:8002
课题项目
1、教育部人文社科项目《基于互联网开源财务信息的上市金融数据挖掘关键问题研究》
2、云南省科技厅自科项目《基于海量互联网开源财务信息的数据挖掘模型研究》
3、昆明市重点项目《云南坚果产业物联网综合信息化平台研发与示范应用》
4、云南省教育厅《区块链加密货币交易中的钓鱼欺诈识别问题研究》
5、云南省教育厅《网络信息披露机制下的金融数据挖掘研究》
6、云南财经大学《基于递归神经网络的钓鱼网址判别模型研究》
7、横向课题《云南省矿产卫片执法检查数据审核分析系统研究》
8、横向课题《昆明市排水管网数据处理与分析》
9、横向课题《基于AI边缘计算的工业产品缺陷检测研究》
10、横向课题《保障农民工工资支付标准化体系构建研究》
代表论著
一、发表论文:
[1]Jiali Guo; Rui Bu; Wanting Shen; Tao Feng* ; Towards robust multimodal ultrasound classification for liver tumor diagnosis: A generative approach to modality missingness, Computer Methods and Programs in Biomedicine, 2025, 265 (SCI/EI检索)
[2] Tong Li; Jiali Guo; Wenjing Tao; Tao Feng*; Rui Bu ; MUCM-FLLs: Multimodal ultrasoundbased classification model for focal liver lesions, Biomedical Signal Processing and Control, 2025, 107 (SCI/EI检索)
[3] Zhao Tingting; Zeng Zhiyong; Li Tong; Tao Wenjing; Yu Xing; Feng Tao*; Bu Rui ; USC-ENet:a high-efficiency model for the diagnosis of liver tumors combining B-mode ultrasound andclinical data, Health Information Science and Systems, 2023, 11 (SCI/EI检索)
[4] Qiaoyi Zhang; Xiaoli Yi; Jiali Guo; Yadong Tang; Tao Feng*; Rui Liu ; A few-shot rare wildlife image classification method based on style migration data augmentation, Ecological Informatics, 2023, 77: 102237 (SCI检索)
[5] Man Xingwei, Liu Rui, Zhang Yu, Yu Weiqiang, Kong Fanhao, Liu Li, Luo Yan, Feng Tao*. High-spatial resolution ground-level ozone in yunnan, china: a spatiotemporal estimation based on comparative analyses of machine learning models[J]. Environmental Research, 2024: 118609.(SCI检索)
[6] R. Liu, T. Feng, S. Wang, C. Shi, Y. Guo, J. Nan, Y. Deng, B. Zhou*. OMI satellite observed formaldehyde column from 2006 to 2015 over xishuangbanna, southwest china, and validation using ground based zenith-sky DOAS[J]. Science of the Total Environment, 2018, 613–614.(SCI/EI检索)
[7] Liang Jianglai, Zeng Zhiyong, Huang Gang, Li Tong, Yuan Rui, Feng Tao*. FARLut: a two-stage tobacco foreign body detection model incorporating color information and attention mechanism[J]. Multimedia Tools and Applications, 2024.(SCI/EI检索)
[8] Fu Bingxue, Wang Yixuan, Feng Tao*. CT-GCN+: a high-performance cryptocurrency transaction graph convolutional model for phishing node classification[J]. Cybersecurity, 2024, 7. (SCI/EI检索)
[9] Zhiyong Zeng; Weijie Yang; Min Wang; Mengling Zhu; Tao Feng* ; Chain Drugstore Sales Prediction Method Based on the Fusion of Self-Attention Mechanism and LightGBM, Journal of Systems Science and Systems Engineering, 2025 (SCI/EI检索)
[10] Yu Weiqiang, Feng Tao*, Man Xingwei, Lin Huan, Zhang Haonan, Liu Rui. Research on satellite data-driven algorithm for ground-level ozone concentration inversion: case of yunnan, china[J]. Earth Science Informatics, 2024.(SCI检索)
[11] Wei Luo, Tao Feng*, Hong Liang. A spatial-frequency-temporal feature extraction network for change detection in synthetic aperture radar images1[J]. Journal of Intelligent & Fuzzy Systems, 2023: 1–18.(SCI/EI检索)
[12] Juan Zheng, Zhiyong Zeng, Tao Feng*. GCN-ETA: high-efficiency encrypted malicious traffic detection[J]. Security and Communication Networks, 2022, 2022: 1–11.(EI检索)
[13] Bingxue Fu ,Xing Yu,Tao Feng*. CT-GCN: a phishing identification model for blockchain cryptocurrency transactions[J]. International Journal of Information Security, 2022, 2022: 10.(SCI/EI检索)
[14] Tingting Zhao, Xiaoli Yi, Zhiyong Zeng, Tao Feng*. MobileNet-yolo based wildlife detection model: a case study in yunnan tongbiguan nature reserve, china[J]. Journal of Intelligent & Fuzzy Systems, 2021, 41(1): 2171–2181.(SCI/EI检索)
二、发明专利
[1] 基于深度学习的钓鱼网站判别方法和装置,CN 110365691 B,国家知识产权局,2021.12
[2]一种基于XBRL文件的数据挖掘方法,ZL201610228600.20,国家知识产权局,2019.04
[3] 一种植物种植监控系统及其方法,ZL201610079625.0,国家知识产权局, 2018.07
[4] 恶意流量识别方法、装置、设备和存储介质,国家知识产权局,2023.05
获奖
[1] 气候变化和人类活动耦合作用下山地灾害风险评估与监测预警技术应用示范, 云南省人民政府, 科技进步奖, 三等奖, 2025 ,排名3/8
[2] 面向南亚东南亚跨境电子商务数据安全共享与挖掘技术研究及应用, 云南省人民政府, 科技进步奖, 三等奖, 2024,排名6/9