Teng Zhou
Research areas: Social Sciences · Transportation · Traffic Prediction and Management Techniques · Traffic control and management · Hydrological Forecasting Using AI
0000-0003-1920-8891
About
周腾博士，广东汕头人，海南大学网络空间安全学院教授（高聘）、博士生导师，海南省拔尖人才，研究方向为时空数据分析与处理，高维数据分析与处理，具体包括交通流大数据建模与预测，磁共振波普分析，脑电数据处理，高维遥感数据处理等，近三年主持包括国家自然科学基金2项、广东省自然科学基金面上项目2项、广东省教育科学“十三五”规划项目等多个国家级省级项目，在IEEE TII、IEEE TIM、IEEE TCBB、IEEE JBHI、IEEE IOTJ、MICCAI、ICME等期刊和会议上发表学术论文近百篇，他引2100多次，h-index为25，i10-index为50，累计影响因子312，其中曾入选ESI热点文章1篇，高被引文章5篇，单篇最高被引150多次；申请发明专利14项，已授权5项；担任国家自然科学基金函评专家，广东省自然科学基金函评专家，新工科教育专业指导委员会委员、广东省生物医学工程学会医学信息工程分会委员，担任Smart Construction and Sustainable Cities编委，以及Mathematics、Algorithms、Big Data and Cognitive Computing、BioMedInformatics、Information等期刊特辑编委。博士期间，曾联合创办广东佳学信息科技有限公司，后整体改制为广东佳奇科技教育股份有限公司在新三板挂牌上市，股票代码834061。
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Publications (120)
- CausalSTKT: Disentangled Spatiotemporal Heterogeneous Graph Learning for Robust Knowledge Tracing Under Distribution Shifts Save
- Causal Benefit-Aware Recommendation for Personalized Learning-Path Features: A Targeting-Policy Framework with Provable Guarantees and Randomized Evaluation Save
- Network State Aware Dual-Graph Spatiotemporal Fusion Prediction Model for SDN Dynamic Routing Optimization Save
- Mathematical Modeling of Learnable Discrete Wavelet Transform for Adaptive Feature Extraction in Noisy Non-Stationary Signals Save
- FATE-Net: An Optimization-Enhanced Attention-Driven Temporal Evolution Framework for Stock Price Forecasting Save
- A Multimodal Lightweight Transformer for Bearing Fault Diagnosis Under High-Noise Industrial IoT Environments Save
- A Privacy-Preserving Consumer-Centric IoMT Framework Using TEE-Enabled Federated Learning, CP-ABE, and Blockchain Save
- Adaptive multi-objective swarm intelligence for containerized microservice deployment Save
- Assessment of Angiopep-2 targeting intracerebral α-synuclein aggregates in a PFF-induced rat model of Parkinson's disease based on 7T CEST-MRI Save
- End-to-End Multimedia Protection for Consumer-Centric Digital Twins via Blockchain and Hardware-Rooted Trust Save
- Traffic flow prediction model integrating adaptive graph and spatio-temporal transformer,融合自适应图与时空 Transformer 的交通流预测模型 Save
- Computational Simulation of Aneurysms Using Smoothed Particle Hydrodynamics Save
- CBACA-YOLOv5: A Symmetric and Asymmetric Attention-Driven Detection Framework for Citrus Leaf Disease Identification Save
- Large Language Models in Genomics—A Perspective on Personalized Medicine Save
- GSA-KAN: A Hybrid Model for Short-Term Traffic Forecasting Save
- A Multilayer Spatiotemporal Correlation-Aware Graph Attention Network for Traffic Flow Prediction Save
- A comprehensive review of traffic flow prediction: from traditional models to deep learning architectures Save
- Deep unfolding network with Adaptive Sequential Recovery for MRI reconstruction Save
- Enhancing Healthcare Data Integrity and Access Control Using Blockchain and Industry 5.0 Save
- JointSTNet: Joint Pre-Training for Spatial-Temporal Traffic Forecasting Save