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6th SpatialDI 2025, Xiamen, China
- Yu Liu, Longbiao Chen, Shaohua Wang, Min Deng, Bolong Zheng, Qiang Mei

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Spatial Data and Intelligence - 6th International Conference, SpatialDI 2025, Xiamen, China, April 17, 2025, Proceedings. Lecture Notes in Computer Science 15838, Springer 2026, ISBN 978-981-95-3101-1 - Zongrong Li, Yunlei Su, Hongrong Wang, Wufan Zhao:

BuildingView: Constructing Urban Building Exteriors Databases with Street View Imagery and Multimodal Large Language Model. 1-19 - Weijie Song, Zhaoge Liu:

Urban Fire Risk Prediction and Spatiotemporal Analysis Based on Machine Learning. 20-34 - Yuanyuan Pang, Yong Li, Qiang Mei, Peng Wang:

Spatio-Temporal Diffusion Attention Networks for Vessel Flow Prediction. 35-53 - Tong Xue, Yong Li, Qiang Mei, Peng Wang:

Study on Pollutants and Greenhouse Gases Emission Inventory Making and Emission Prediction of Tianjin Port. 54-69 - Xiangzhong Guo, Guolong Wu, Yimin Lu:

Automatic Landslide Identification Based on High-Resolution Remote Sensing Images Using Lightweight Deep Learning Network. 70-85 - Lihua Wang, Zipei Fan, Xuan Song:

LCformer: Enhancing Multivariate Time Series Forecasting with Transformer Based on Lagged Correlations. 86-98 - Linzi Zou, Li Li, Junting Lu, Junjun Si, Yiduo Mei:

SignalingTraj: A Signaling Data Based Trajectory Generation with Diffusion Model. 99-117 - Junyou Su, Yi Yuan, Yu Liang, Bin Tan, Xuan Song, Zipei Fan:

Research on Estimation Time of Arrival in Marine Traffic Based on Large Language Model. 118-138 - Yu Liu, Zipei Fan, Tianlv Huang, Wei Han, Meiqi Zhou:

HTDiff: Self-Guiding Diffusion Models for Hand Trajectory Prediction. 139-149 - Lin Ye, Xiaohui Chen, Haiyan Liu, Ran Zhang, Bing Zhang, Mingqi Zheng:

A Method for Ship Trajectory Repair Based on Feature Correlation and SHAP Model Interpretability. 150-166 - Xiaohui Chen, Ran Zhang, Deze Wang, Bing Zhang, Yunpeng Zhao, LinYe, Mingqi Zheng:

A Maritime Route Prediction Method for Large Oil Tankers Based on IMO-MMSI Matching and Encoder-LSTM Model. 167-190 - Zhihui Ma, Hongmei Chen, Lihua Zhou, Qing Xiao:

Learning Sequential Features of Check-Ins for User Relationship Inference. 191-201 - Chang Liu, Shaohua Wang, Cheng Su, Xiao Li, Yang Zhong, Junyuan Zhou, Dachuan Xu, Haojian Liang, Jiayi Zheng:

Spatial Optimization of Fire Stations in Beijing Based on Multi-factor Fire Risk Analysis and Covering Problem Model. 202-218 - Kehong Xiao, Xiang Li, Fang Ren, Jiaqi Li:

A Location Label Optimization Method for Crowdsourcing Trajectory Data. 219-244 - Limin Guo, Weijia Liu, Zhi Cai, Xing Su:

Leveraging Data Augmentation Through Contrastive Self-supervised Learning for Next Point-of-Interest Recommendation. 245-266 - Zhi Cai, Hanming Fan, Sheng Li, Hanwen Liao, Haiyan Gao:

Deductive Inference of How Urbanization Shaped by Governmental Policy in Beijing from 2005 to 2022. 267-294 - Chenfeng Xu, Zhihao Kang, Min Li, Yike Hu, Zhengyang Zou, Xing Geng, Haolan Huang, Zibo Zhu, Fenglei Chen, Ziruo Feng, Yan Cheng:

LERI Evaluation and Driving Mechanism Analysis via GWRF Model. 295-311

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