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ORCID2nd SpatialDI 2021, Hangzhou, China
- Gang Pan, Hui Lin, Xiaofeng Meng, Yunjun Gao, Yong Li, Qingfeng Guan, Zhiming Ding:
Spatial Data and Intelligence - Second International Conference, SpatialDI 2021, Hangzhou, China, April 22-24, 2021, Proceedings. Lecture Notes in Computer Science 12753, Springer 2021, ISBN 978-3-030-85461-4
Traffic Management
- Hengyu Sha, Guangyin Jin, Guangquan Cheng, Jincai Huang, Kuihua Huang:
A Deep Urban Hotspots Prediction Framework with Modeling Geography-Semantic Dynamics. 3-14 - Lutong Li, Mengmeng Chang, Zhiming Ding, Zunhao Liu, Nannan Jia:
A Dynamic Traffic Community Prediction Model Based on Hierarchical Graph Attention Network. 15-26 - Wei Xiong
, Hao Chen, Ning Guo, Qi Gong, Wenze Luo:
ENSTDM: An ENtity-Based Spatio-Temporal Data Model and Case Study in Real Estate Management. 27-42 - Xiang Li, Wenbing Liu, Qun Chen:
Intelligent Extraction Method of Inertial Navigation Trajectory Behavior Features Considering Road Environment. 43-56 - Chuanhua Zhu, Dunhui Xiao, QinYao Sun:
Optimal Siting of Rural Settlement Through a GIS-Based Assessment: A Case Study in China. 57-71 - Yu Pang, Hongrun Ju, Shunkang Lu:
Spatial Explicit Evaluation of Land Use Sustainability Based on Grid analysis - A Case Study of the Bohai Rim. 72-82 - Zunhao Liu, Zhiming Ding, Bowen Yang, Lei Yuan, Lutong Li, Nannan Jia:
ST-GWANN: A Novel Spatial-Temporal Graph Wavelet Attention Neural Network for Traffic Prediction. 83-99
Data Science
- Lei Kang, Haiyan Liu, Xiaohui Chen, Weiying Cheng, Jing Li, Jia Li, Chenye She:
A Heterogeneity Urban Facilities Spatial Clustering Analysis Method Based on Data Field and Decision Graph. 103-109 - Yunfeng Kong:
A Hybrid Algorithm for the Equal Districting Problem. 110-120 - Wuyang Chen, Junmin Li, Junliang Liu, Bo Li, Ping Shi, Huanlin Xing, Xiaomin Long:
An Integrated Correction Algorithm for Multi-Node Data from the Hydro-Meteorological Monitoring System in the South China Sea. 121-126 - Long Zhao, Guoqing Li, Xiaochuang Yao, Qianqian Cao, Yue Ma:
Comparison and Analysis of Hexagonal Discrete Global Grid Coding. 127-133 - Haining Tan, Di Yao, Jingping Bi:
Deep Transfer Learning for Successive POI Recommendation. 134-140 - Yu Li, Liming Zhang, Hao Wang, Xiaolong Wang:
Multiple Security Protection Algorithm for GF-2 Images Based on Commutative Encryption and Watermarking. 141-147 - Jing Li, Haiyan Liu, Xiaohui Chen, Wenyue Guo, Lei Kang, Jia Li, Qingbo Zhao:
Predicting and Understanding Human Mobility Based on Social Media Check-in Data. 148-163 - Xiuyu Liu, Yanyi Li:
Research on Classification Method of Medium Resolution Remote Sensing Image Based on Machine Learning. 164-173 - Yang Dai, Jianqiang Wang:
Wavelet Threshold Denoising and Pseudo-range Difference-Based Weighting for Indoor BLE Positioning. 174-185 - Jie Ding, Xiaodong Na, Xingmei Li:
Wetland Classification Using Sparse Spectral Unmixing Algorithm and Landsat 8 OLI Imagery. 186-194
City Analysis
- Chunyang Huang, Xun Liang, Zhijiang Yang, Qingfeng Guan:
A Fine-Grained Mixed Land Use Decomposition Method Based on Multi-source Geospatial Data. 197-204 - Shiqi Yao, Bo Huang:
A Local Spatial Kriging Applied to the PM2.5 Concentration Estimation. 205-221 - Qiang Ma, Liangxu Wang, Xin Gong:
Evaluation of Typical Public Facilities in Shanghai Urban Functional Area. 222-235 - Kaihu Du, Boyang Cui, Yao Yao, Yuyang Cai, Yaqian Zhai, Qingfeng Guan:
Extracting Building Contour and Level by Coupling U-net and Single-View High-Resolution Remote Sensing Images. 236-252
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