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DEMO: A Dynamics-Enhanced Learning Model for multi-horizon trajectory prediction in autonomous vehicles Journal article
Wang, Chengyue, Liao, Haicheng, Zhu, Kaiqun, Zhang, Guohui, Li, Zhenning. DEMO: A Dynamics-Enhanced Learning Model for multi-horizon trajectory prediction in autonomous vehicles[J]. Information Fusion, 2025, 118, 102924.
Authors:  Wang, Chengyue;  Liao, Haicheng;  Zhu, Kaiqun;  Zhang, Guohui;  Li, Zhenning
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:14.7/16.1 | Submit date：2025/01/22
Autonomous Driving  Trajectory Prediction  Dynamics-based Model  Learning-based Model  Data Fusion  
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, 2024, 35(11), 16504-16517.
Authors:  Rongqin Liang;  Yuanman Li;  Jiantao Zhou;  Xia Li
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:10.2/10.4 | Submit date：2023/08/28
Trajectory  Pedestrians  Behavioral Sciences  Task Analysis  Transformers  Data Models  Predictive Models  Attention Mechanism  Deep Neural Network  Generative Flow  Graph Learning  Trajectory Prediction  
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]:1  IF:7.6/9.6 | Submit date：2024/08/05
Contrastive Learning  Long-tailed Challenge  Trajectory Prediction  Wave Representation  
Typhoon Track Image Prediction Using a Comprehensive LSTM Attention Model in Deep Learning Conference paper
Jiang, Yiping, Yu, Yi, Ma, Yuelong, Zhuang, Jiahao, Ye, Xianze, Yuan, Yifeng, Su, Guanpeng. Typhoon Track Image Prediction Using a Comprehensive LSTM Attention Model in Deep Learning[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 537-541.
Authors:  Jiang, Yiping;  Yu, Yi;  Ma, Yuelong;  Zhuang, Jiahao;  Ye, Xianze; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/06/05
Deep Learning  Tropical Cyclones  Disasters  Predictive Models  Data Models  Trajectory  Risk Management  Typhoon Track Image Prediction  Lstm  Attention Mechanism  
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  
IRLM: Inductive Representation Learning Model for Personalized POI Recommendation Journal article
Chen, Junyang, Wang, Mengzhu, Zhang, Haodi, Xu, Zhenghua, Li, Xueliang, Gong, Zhiguo, Wu, Kaishun, Leung, Victor C.M.. IRLM: Inductive Representation Learning Model for Personalized POI Recommendation[J]. IEEE Transactions on Computational Social Systems, 2023, 10(5), 2827-2836.
Authors:  Chen, Junyang;  Wang, Mengzhu;  Zhang, Haodi;  Xu, Zhenghua;  Li, Xueliang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.5/4.6 | Submit date：2023/01/30
Inductive Representation Learning  Location-based Social Network (Lsbn)  Poi Recommendation  Smart Cities  Representation Learning  Feature Extraction  Trajectory  Training  Standards  Social Networking (Online)  Smart Cities  
Unlicensed Taxi Detection Model Based on Graph Embedding Journal article
Long, Zhe, Zhang, Zuping, Chen, Jinjin, Khawaja, Faiza Riaz, Li, Shaolong. Unlicensed Taxi Detection Model Based on Graph Embedding[J]. Electronics (Switzerland), 2022, 11(20), 3410.
Authors:  Long, Zhe;  Zhang, Zuping;  Chen, Jinjin;  Khawaja, Faiza Riaz;  Li, Shaolong
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:2.6/2.6 | Submit date：2022/11/07
Automatic Number Plate Recognition (Anpr) Data  Big Data  Graph Embedding  Machine Learning  Node2vec  Trajectory Graph  Unlicensed Taxi  
UAV Assisted Traffic Offloading in Air Ground Integrated Networks with Mixed User Traffic Journal article
B. Fan, L. Jiang, Y. Chen, Y. Zhang, Yuan Wu. UAV Assisted Traffic Offloading in Air Ground Integrated Networks with Mixed User Traffic[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(8), 12601-12611.
Authors:  B. Fan;  L. Jiang;  Y. Chen;  Y. Zhang;  Yuan Wu
Favorite | TC[WOS]:18 TC[Scopus]:23  IF:7.9/8.3 | Submit date：2022/08/18
Unmanned Aerial Vehicles  Trajectory  Genetic Algorithms  Delays  Load Modeling  Cellular Networks  Transportation  Air Ground Integrated Networks  Traffic Offloadng  Deep Learning  Intelligent Algorithms  
UAV Assisted Traffic Offloading in Air Ground Integrated Networks With Mixed User Traffic Journal article
Fan Bo, Jiang Li, Chen Yanyan, Zhang Ye, Wu Yuan. UAV Assisted Traffic Offloading in Air Ground Integrated Networks With Mixed User Traffic[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(8), 12601-12611.
Authors:  Fan Bo;  Jiang Li;  Chen Yanyan;  Zhang Ye;  Wu Yuan
Favorite | TC[WOS]:18 TC[Scopus]:24  IF:7.9/8.3 | Submit date：2022/05/13
Air Ground Integrated Networks  Cellular Networks  Deep Learning  Delays  Genetic Algorithms  Intelligent Algorithms.  Load Modeling  Traffic Offloading  Trajectory  Transportation  Unmanned Aerial Vehicles  
MDLF: A Multi-View-Based Deep Learning Framework for Individual Trip Destination Prediction in Public Transportation Systems Journal article
Zhao, Juanjuan, Zhang, Liutao, Ye, Jiexia, Xu, Chengzhong. MDLF: A Multi-View-Based Deep Learning Framework for Individual Trip Destination Prediction in Public Transportation Systems[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(8), 13316-13329.
Authors:  Zhao, Juanjuan;  Zhang, Liutao;  Ye, Jiexia;  Xu, Chengzhong
Favorite | TC[WOS]:10 TC[Scopus]:9  IF:7.9/8.3 | Submit date：2022/05/13
Data Models  Deep Learning  Deep Learning  Destination Forecasting  Feature Extraction  Global Positioning System  Individual Mobility.  Its  Predictive Models  Real-time Systems  Trajectory