In this chapter we discuss the temporal-spatial characteristics inherent in certain data; e.g., temperature readings. Then a technique for analyzing temporal-spatial data will be introduced. This technique consists of three components: detecting change points in the temporal sequence of the data, ...
14. A Spatio-Temporal Series Data Model with Efficient Indexing and Layout for Cloud-Based Trajectory Data Management 15. LightTR: A Lightweight Framework for Federated Trajectory Recovery 16. Real-Time Trajectory Synthesis with Local Differential Privacy 17. Efficient Learning-based Top-k Representativ...
2024 KDD( ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 知识发现和数据挖掘会议)在2024年8月25日-29日在西班牙巴塞罗那举行。 本文总结了KDD2024有关时空数据(Spatial-temporal) 的相关论文,如有疏漏,欢迎大家补充。 时空数据Topic:时空(交通)预测,插补,气象预测,轨迹生成,预测,异常检测,信控优化...
关键词：非平稳性，多层级，多元时间序列 时空数据（spatial-temporal data）：1. Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation 作者：Zhang, Zhaofan; Xiao, Yanan; Jiang, Lu; Yang, Dingqi; Yin, Minghao; Wang, Pengya...
《Temporal, Spatial and Spatio-Temporal Data Mining》,作者:Temporal, Spatial and Spatio-Temporal Data Mining 著,出版社:湖南文艺出版社,ISBN:3540417737。
Spatial and spatio-temporal data mining. In: ICDM, TUTORIAL.Bogorny V & Shekhar S, (2010) "Spatial and Spatio-Temporal Data Mining", IEEE 10th International Conference on Data Mining (ICDM), Sydney,NSW.Shekhar S,Vatsavai R R,Celik M.Spatial and spatiotemporal data mining: recent advances...
The objective of this study is to provide a long-term spatially and temporally consistent T/ET data source with spatiotemporal resolution (0.05°, 8-days and annual) and describe the accuracies of the dataset and method used. The procedure for producing and validating this dataset is shown sc...
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Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep up
时空数据(spatial-temporal data) 1. Spatial-Temporal Interplay in Human Mobility: A Hierarchical Reinforcement Learning Approach with Hypergraph Representation 2. Fully-Connected Spatial-Temporal Graph for Multivariate Time Series Data 3. Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in ...