 | 姓名 | 范洪辉 |
| 职务/职称 | 教授 | |
| 研究方向 | 机器学习、计算机视觉 | |
| 联系方式 | fanhonghui@jsut.edu.cn |
范洪辉，男，博士，教授，硕士研究生导师。江苏省“十四五”重点学科带头人，软件工程国家一流专业负责人、Web前端开发专业国家级职业教育教师教学创新团队培训基地负责人。主要研究内容为模式识别、机器学习，主持国家重点研发计划子课题、国家自然科学基金、江苏省科技计划项目等科研项目十余项。发表SCI、EI论文40余篇、授权国家发明专利11项，完成省部级科技成果鉴定2项。江苏省人工智能学会常务理事。
主授课程：面向对象程序设计 机器学习
荣誉与奖励
江苏省青蓝工程学术带头人，
江苏省“六大人才高峰计划”培养对象
论文发表
[1] BI-RRT*: An improved path planning algorithm for secure and trustworthy mobile robots systems[J]. Heliyon, 2024, 10(5).
[2] Leveraging Time-Critical Computation and AI Techniques for Task Offloading in Internet of Vehicles Network Applications[J]. Electronics, 2024, 13(16): 3334.
[3]Explaining a Logic Dendritic Neuron Model by Using the Morphology of Decision Trees[J]. Electronics, 2024, 13(19): 3911.
[4]A facial geometry based detection model for face manipulation using CNN-LSTM architecture[J]. Information Sciences, 2023, 633: 370-383.
[5] A fault detection model for edge computing security using imbalanced classification[J]. Journal of Systems Architecture, 2022, 133: 102779.
[6] Intrusion detection system combined enhanced random forest with SMOTE algorithm[J]. EURASIP Journal on Advances in Signal Processing, 2022, 2022(1): 39.
[7] Dual local learning regularized nonnegative matrix factorization and its semi-supervised extension for clustering[J]. Neural Computing and Applications, 2021, 33: 6213-6231.
[8] Occlusion-aware detection for Internet of Vehicles in urban traffic sensing systems[J]. Mobile Networks and Applications, 2021, 26: 981-987.
研究课题
1.面向城市作战的多模态大数据人工智能应用研究
2.食品安全多场景多靶标风险评估预警系统
3.监控视频场景知识表达与推理方法研究
