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Hi-SCL: Fighting long-tailed challenges in trajectory prediction with hierarchical wave-semantic contrastive learning Journal article
Lan, Zhengxing, Ren, Yilong, Yu, Haiyang, Liu, Lingshan, Li, Zhenning, Wang, Yinhai, Cui, Zhiyong. Hi-SCL: Fighting long-tailed challenges in trajectory prediction with hierarchical wave-semantic contrastive learning[J]. Transportation Research Part C: Emerging Technologies, 2024, 165, 104735.
Authors:  Lan, Zhengxing;  Ren, Yilong;  Yu, Haiyang;  Liu, Lingshan;  Li, Zhenning; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.6/9.6 | Submit date：2024/08/05
Contrastive Learning  Long-tailed Challenge  Trajectory Prediction  Wave Representation  
A Cognitive-Based Trajectory Prediction Approach for Autonomous Driving Journal article
Liao, Haicheng, Li, Yongkang, Li, Zhenning, Wang, Chengyue, Cui, Zhiyong, Li, Shengbo Eben, Xu, Chengzhong. A Cognitive-Based Trajectory Prediction Approach for Autonomous Driving[J]. IEEE Transactions on Intelligent Vehicles, 2024, 9(4), 4632-4643.
Authors:  Liao, Haicheng;  Li, Yongkang;  Li, Zhenning;  Wang, Chengyue;  Cui, Zhiyong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:7  IF:14.0/11.2 | Submit date：2024/05/16
Autonomous Driving  Trajectory Prediction  Cognitive Modeling  Knowledge Distillation  Interaction Understanding  
A Synchronous Bi-Directional Framework With Temporally Dependent Interaction Modeling for Pedestrian Trajectory Prediction Journal article
Li, Yuanman, Xie, Ce, Liang, Rongqin, Du, Jie, Zhou, Jiantao, Li, Xia. A Synchronous Bi-Directional Framework With Temporally Dependent Interaction Modeling for Pedestrian Trajectory Prediction[J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 11(1), 793-806.
Authors:  Li, Yuanman;  Xie, Ce;  Liang, Rongqin;  Du, Jie;  Zhou, Jiantao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:6.7/6.0 | Submit date：2024/02/22
Deep Networks  Motion Behavior Modeling  Social Behaviors  Social Interactions  Trajectory Prediction  
Vehicle Trajectory Completion for Automatic Number Plate Recognition Data: A Temporal Knowledge Graph-Based Method Journal article
Long, Zhe, Chen, Jinjin, Zhang, Zuping. Vehicle Trajectory Completion for Automatic Number Plate Recognition Data: A Temporal Knowledge Graph-Based Method[J]. International Journal of Pattern Recognition and Artificial Intelligence, 2023, 37(13), 2350029.
Authors:  Long, Zhe;  Chen, Jinjin;  Zhang, Zuping
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0.9/1.0 | Submit date：2024/01/10
Automatic Number Plate Recognition (Anpr) Data  Knowledge Representation Learning  Link Prediction  Temporal Knowledge Graph  Vehicle Trajectory Completion  
Robust Location Prediction over Sparse Spatiotemporal Trajectory Data: Flashback to the Right Moment! Journal article
Deng, Bangchao, Yang, Dingqi, Qu, Bingqing, Fankhauser, Benjamin, Cudre-Mauroux, Philippe. Robust Location Prediction over Sparse Spatiotemporal Trajectory Data: Flashback to the Right Moment![J]. ACM Transactions on Intelligent Systems and Technology, 2023, 14(5), 90.
Authors:  Deng, Bangchao;  Yang, Dingqi;  Qu, Bingqing;  Fankhauser, Benjamin;  Cudre-Mauroux, Philippe
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.2/8.5 | Submit date：2023/08/12
Location Prediction  Sparse Trajectory  User Mobility  Recurrent Neural Networks  
STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction Journal article
Rongqin Liang, Yuanman Li, Jiantao Zhou, Xia Li. STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023.
Authors:  Rongqin Liang;  Yuanman Li;  Jiantao Zhou;  Xia Li
Favorite | TC[WOS]:4 TC[Scopus]:9  IF:10.2/10.4 | Submit date：2023/08/28
Attention Mechanism  Deep Neural Network  Generative Flow  Graph Learning  Trajectory Prediction  
FlightBERT: Binary Encoding Representation for Flight Trajectory Prediction Journal article
Dongyue Guo, Edmond Q. Wu, Yuankai Wu, Jianwei Zhang, Rob Law, Yi Lin. FlightBERT: Binary Encoding Representation for Flight Trajectory Prediction[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 24(2), 1828-1842.
Authors:  Dongyue Guo;  Edmond Q. Wu;  Yuankai Wu;  Jianwei Zhang;  Rob Law; et al.
Favorite | TC[WOS]:14 TC[Scopus]:19  IF:7.9/8.3 | Submit date：2023/01/30
Attribute Correlation Attention  Binary Encoding Representation  Flight Trajectory Prediction  Multi Binary Classification  Transformer  
Vehicle Trajectory Prediction in Connected Environments via Heterogeneous Context-Aware Graph Convolutional Networks Journal article
Lu, Yuhuan, Wang, Wei, Hu, Xiping, Xu, Pengpeng, Zhou, Shengwei, Cai, Ming. Vehicle Trajectory Prediction in Connected Environments via Heterogeneous Context-Aware Graph Convolutional Networks[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 24(8), 8452 - 8464.
Authors:  Lu, Yuhuan;  Wang, Wei;  Hu, Xiping;  Xu, Pengpeng;  Zhou, Shengwei; et al.
Favorite | TC[WOS]:26 TC[Scopus]:26  IF:7.9/8.3 | Submit date：2022/08/05
Trajectory  Vehicle Dynamics  Predictive Models  Convolutional Neural Networks  Roads  Feature Extraction  Dynamics  Traffic Big Data  Graph Neural Networks  Trajectory Prediction  Connected Vehicles  Interaction Context  
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network Journal article
Yuchao Su, Jie Du, Yuanman Li, Xia Li, Rongqin Liang, Zhongyun Hua, Jiantao Zhou. Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(9), 16773-16785.
Authors:  Yuchao Su;  Jie Du;  Yuanman Li;  Xia Li;  Rongqin Liang; et al.
Adobe PDF | Favorite | TC[WOS]:28 TC[Scopus]:34  IF:7.9/8.3 | Submit date：2022/05/17
Cooperative Intelligent Transportation Systems  Trajectory Prediction  Directed Graph Convolutional Neural Network  Asymmetric Interactions  
Trajectory Prediction Using Multivariate Time-series Data Stream Learning with Fused Kalman-filter and Evolving Correlated Horizons Feature Selection Conference paper
Li, Tengyue, Fong, Simon. Trajectory Prediction Using Multivariate Time-series Data Stream Learning with Fused Kalman-filter and Evolving Correlated Horizons Feature Selection[C], 2022, 663-670.
Authors:  Li, Tengyue;  Fong, Simon
Favorite | TC[Scopus]:0 | Submit date：2023/03/06
Data Analytics  Data Stream Mining  Kalman Filter  Multivariate Time Series Forecasting  Trajectory Prediction