|
-
一、时空计算方向：研究时空信息的获取、处理以及可视化分析等，服务城市交通管理、交通拥堵治理、出行信息服务与旅游服务。
自动驾驶智能体的路径规划
交通流预测与交通拥堵识别
基于大模型的游客行为分析
网约车的派单和拼车
旅游景点热度预测
......
二、智慧交通方向：基于人工智能技术，研究AI在交通领域的应用，感知交通运行状态，提升交通运行效率，提高安全保障水平，服务交通运营调度和决策。
基于AI的驾驶行为和状态识别
公交车内客流与拥挤度识别
基于人工智能的公交线网优化
基于深度学习的车辆运营调度
公路病害的识别和自动化巡检
基于大模型的交通风险识别
……
- GECRAN: Graph embedding based convolutional recurrent attention network for traffic flow prediction Expert Systems with Applications 2024,
- Q_EDQ: Efficient path planning in multimodal travel scenarios based on reinforcement learning Travel Behaviour and Society 2025,
- TCMT: Target-oriented Cross Modal Transformer for Multimodal Aspect-Based Sentiment Analysis Expert Systems with Applications 2025,
- A Novel Spatial–Temporal Deep Learning Method for Metro Flow Prediction Considering External Factors and Periodicity Applied Sciences 2024,
- Learning graph-constrained cascade regressors for single image super-resolution Applied Intelligence
- Pornographic video detection with MapReduce International Journal of Machine Learning & Cybernetics
- 暂无内容