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ORCID5th SpatialDI 2024, Nanjing, China
- Xiaofeng Meng, Xueying Zhang, Danhuai Guo, Di Hu, Bolong Zheng, Chunju Zhang:
Spatial Data and Intelligence - 5th China Conference, SpatialDI 2024, Nanjing, China, April 25-27, 2024, Proceedings. Lecture Notes in Computer Science 14619, Springer 2024, ISBN 978-981-97-2965-4
Spatiotemporal Data Analysis
- Bingchen Guo, Bing Kong, Lihua Zhou, Hongmei Chen, Chongming Bao:
Multi-view Contrastive Clustering with Clustering Guidance and Adaptive Auto-encoders. 3-14 - Zhanbiao Lian, Manying Lv, Xinrun Xu, Zhiming Ding, Meiling Zhu, Yurong Wu, Jin Yan:
Cloud-Edge Collaborative Continual Adaptation for ITS Object Detection. 15-27 - Yong Gao
, Haohan Meng, Tao Pei, Yu Liu:
Understanding Spatial Dependency Among Spatial Interactions. 28-43 - Xiliang Liu, Xiaoying Zhi, Peng Wang, Qiang Mei, Haoru Su, Zhixiang He:
An Improved DBSCAN Clustering Method for AIS Trajectories Incorporating DP Compression and Discrete Fréchet Distance. 44-56 - Yiwei Yu, Lihua Zhou, Chao Liu, Lizhen Wang, Hongmei Chen:
Structure and Semantic Contrastive Learning for Nodes Clustering in Heterogeneous Information Networks. 57-65 - Yue Ma, Guoqing Li, Long Zhao, Xiaochuang Yao:
An Accuracy Evaluation Method for Multi-source Data Based on Hexagonal Global Discrete Grids. 66-79 - Bao Zhu, Xianrui Xu, Huan Meng, Chen Meng, Xiang Li:
Applying Segment Anything Model to Ground-Based Video Surveillance for Identifying Aquatic Plant. 80-94
Spatiotemporal Data Mining
- Meiyu Xiong, Hongmei Chen, Lizhen Wang, Qing Xiao:
Mining Regional High Utility Co-location Pattern. 97-107 - Yumming Zeng, Lizhen Wang, Lihua Zhou, Hongmei Chen:
Local Co-location Pattern Mining Based on Regional Embedding. 108-119 - Yi Cai, Lizhen Wang, Lihua Zhou, Hui Chen:
RCPM_RLM: A Regional Co-location Pattern Mining Method Based on Representation Learning Model. 120-131 - Xiaotong Liu, Yong Li, Peng Wang, Qiang Mei:
Construction of a Large-Scale Maritime Elements Semantic Schema Based on Heterogeneous Graph Models. 132-151 - Yongguo Jiang, Hua Liu, Jiaxing Wang, GuangDa Zhai:
OCGATL: One-Class Graph Attention Networks with Transformation Learning for Anomaly Detection for Argo Data. 152-173 - Xiangfu Meng, Weipeng Xie, Jiangyan Cui:
RGCNdist2vec: Using Graph Convolutional Networks and Distance2Vector to Estimate Shortest Path Distance Along Road Networks. 174-187 - Jinyang Wei, Lihua Zhou, Lizhen Wang, Hongmei Chen, Qing Xiao:
Self-supervised Graph Neural Network Based Community Search over Heterogeneous Information Networks. 188-198 - Hong Hui, Lan Feng, Renjun Zhang:
Measurement and Research on the Conflict Between Residential Space and Tourism Space in Pianyan Ancient Township. 199-210
Spatiotemporal Data Prediction
- Zenghui Bi, Huan Zhao, Changping Li, Yan Xia:
Spatio-Temporal Sequence Prediction of Diversion Tunnel Based on Machine Learning Multivariate Data Fusion. 213-227 - Hui Dong, Xiao Pan, Xiao Chen, Jing Sun, Shuhai Wang:
DyAdapTransformer: Dynamic Adaptive Spatial-Temporal Graph Transformer for Traffic Prediction. 228-241 - Peixiao Wang, Hengcai Zhang, Feng Lu:
Predicting Future Spatio-Temporal States Using a Robust Causal Graph Attention Model. 242-251
Remote Sensing Data Classification
- Kun Wang, Yingying Wang, Zhiming Ding:
MADB-RemdNet for Few-Shot Learning in Remote Sensing Classification. 255-273 - Yingying Wang, Kun Wang, Zhiming Ding:
Convolutional Neural Network Based on Multiple Attention Mechanisms for Hyperspectral and LiDAR Classification. 274-287 - Ziyuan Wang, Zhiming Ding, Yingying Wang:
Few-Shot Learning Remote Scene Classification Based on DC-2DEC. 288-304
Applications of Spatiotemporal Data Mining
- Miao Fan, Yi Yao, Jianping Zhang, Xiangbo Song, Daihui Wu:
Neural HD Map Generation from Multiple Vectorized Tiles Locally Produced by Autonomous Vehicles. 307-318 - Yuchen Hu, Changqing Zhu, Na Ren, Jinjie Gu:
Trajectory Data Semi-fragile Watermarking Algorithm Considering Spatiotemporal Features. 319-332 - Xiliang Liu, Xiaoying Zhi, Qiang Mei, Peng Wang, Haoru Su, Jiayi Wang:
HPO-LGBM-DRI: Dynamic Recognition Interval Estimation for Imbalanced Fraud Call via HPO-LGBM. 333-345 - Han Zhang, Zhaoya Gong, Jean-Claude Thill:
A Review on Urban Modelling for Future Smart Cities. 346-355
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