怎么在一起做网站上拿货,怎样给网站做排名优化,巨量数据分析入口,从零开始建网站VLDB 2024于2024年8月26号-8月30号在中国广州举行。 本文总结了VLDB 2024有关时空数据#xff08;time series data#xff09;的相关论文#xff0c;主要包含如有疏漏#xff0c;欢迎大家补充。 #x1f31f;【紧跟前沿】“时空探索之旅”与你一起探索时空奥秘#xf…VLDB 2024于2024年8月26号-8月30号在中国广州举行。 本文总结了VLDB 2024有关时空数据time series data的相关论文主要包含如有疏漏欢迎大家补充。 【紧跟前沿】“时空探索之旅”与你一起探索时空奥秘 欢迎大家关注时空探索之旅时空探索之旅 时空数据Topic交通预测插补轨迹相似度检索轨迹恢复轨迹插补路径规划最短路查询等 BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road NetworksSparcle: Boosting the Accuracy of Data Cleaning Systems through Spatial AwarenessHigh-Performance Spatial Data Analytics: Systematic RD for Scale-Out and Scale-Up Solutions from the Past to Now 3TERI: An Effective Framework for Trajectory Recovery with Irregular Time IntervalsKAMEL: A Scalable BERT-based System for Trajectory ImputationTrajectory Similarity Measurement: An Efficiency Perspective Nuhuo: An Effective Estimation Model for Traffic SpeedHistogram Imputation on A Road NetworkReal-time Insertion Operator for Shared Mobility on Time-Dependent Road NetworksEfficient Stochastic Routing in Path-Centric Uncertain Road NetworksPCSP: Efficiently Answering Label-Constrained Shortest Path Queries in Road Networks[Demo] Pyneapple-G: Scalable Spatial Grouping Queries BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks 链接https://www.vldb.org/pvldb/vol17/p1081-han.pdf 代码https://github.com/usail-hkust/BigST 作者Jindong Han, Weijia Zhang, Hao Liu, Tao Tao, Naiqiang Tan, Hui Xiong 关键词可扩展的交通预测 Sparcle: Boosting the Accuracy of Data Cleaning Systems through Spatial Awareness 链接https://www.vldb.org/pvldb/vol17/p2349-mokbel.pdf 代码https://github.com/yhuang-db/holoclean-sparcle 作者Yuchuan Huang, Mohamed Mokbel 关键词数据清理系统, 空间感知 High-Performance Spatial Data Analytics: Systematic RD for Scale-Out and Scale-Up Solutions from the Past to Now 链接https://www.vldb.org/pvldb/vol17/p4507-wang.pdf 代码https://github.com/harsha2010/magellan 作者Fusheng Wang, Rubao Lee, Dejun Teng, Xiaodong Zhang, Joel Saltz 关键词Hadoop-GIS, spatial data analysis, hardware acceleration TERI: An Effective Framework for Trajectory Recovery with Irregular Time Intervals 链接https://www.vldb.org/pvldb/vol17/p414-chen.pdf 代码https://github.com/yileccc/TERI 作者Yile Chen, Gao Cong, Cuauhtemoc Anda 关键词轨迹恢复不规则采样 KAMEL: A Scalable BERT-based System for Trajectory Imputation 链接https://www.vldb.org/pvldb/vol17/p525-musleh.pdf 代码https://github.com/meshalawy/KAMEL 作者Mashaal Musleh, Mohamed F. Mokbel 关键词轨迹插补, BERT可扩展性 Trajectory Similarity Measurement: An Efficiency Perspective 链接https://www.vldb.org/pvldb/vol17/p2293-qi.pdf 代码https://github.com/changyanchuan/TrajSimiMeasures 作者Yanchuan Chang, Egemen Tanin, Gao Cong, Christian S. Jensen, Jianzhong Qi 关键词轨迹相似度计算效率评估 Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network 链接https://www.vldb.org/pvldb/vol17/p1605-yuan.pdf 代码https://github.com/yuanhaitao/Nuhuo.git 作者Haitao Yuan, Gao Cong, Guoliang Li 关键词交通速度直方图, 插补 Real-time Insertion Operator for Shared Mobility on Time-Dependent Road Networks 链接https://www.vldb.org/pvldb/vol17/p1669-zeng.pdf 代码https://github.com/gzyhkust/Insertion-Operator 作者Zengyang Gong, Yuxiang Zeng, Lei Chen 关键词real-time insertion operator, 共享出行, 时间依赖的路网 Efficient Stochastic Routing in Path-Centric Uncertain Road Networks 链接https://www.vldb.org/pvldb/vol17/p2893-xu.pdf 代码https://github.com/decisionintelligence/Route-sota 作者Chenjuan Guo, Ronghui Xu, Bin Yang, Yuan Ye, Tung Kieu, Yan Zhao, Christian S. Jensen 关键词路径规划随即路由, 启发式 PCSP: Efficiently Answering Label-Constrained Shortest Path Queries in Road Networks 链接https://www.vldb.org/pvldb/vol17/p3082-wang.pdf 代码https://github.com/lbwang95/PCSP 作者SLibin Wang, Raymond Chi-Wing Wong 关键词Shortest Path Queries [Demo] Pyneapple-G: Scalable Spatial Grouping Queries 链接https://www.vldb.org/pvldb/vol17/p4469-abdelhafeez.pdf 作者Laila Abdelhafeez, Andres Calderon, Amr Magdy, Vassilis J. Tsotras 关键词空间分组查询 相关链接 VLDB 2024 Accepted Paperhttps://vldb.org/pvldb/volumes/17/ J. Tsotras 关键词空间分组查询 [外链图片转存中…(img-ip6VfUNf-1733847017679)] 相关链接 VLDB 2024 Accepted Paperhttps://vldb.org/pvldb/volumes/17/ 【紧跟前沿】“时空探索之旅”与你一起探索时空奥秘 欢迎大家关注时空探索之旅时空探索之旅