SIGMOD 2025 | 时间序列（Time Series）论文总结

SIGMOD 2025于6月22号-6月27号在德国柏林举行（ Berlin, Germany）

本文总结了SIGMOD 2025有关时空数据（spatial-temporal data）的相关论文，主要包含异常检测，清理，聚类，相似度检索，IoTDB等内容，如有疏漏，欢迎大家补充。笔者对DB了解浅薄，如有表述不当，欢迎大家指正。

点击文末阅读原文跳转笔者知乎链接（跳转论文链接更方便）

时间序列分析团队：SIGMOD2025时间序列分析论文

1 The Best of Both Worlds: On Repairing Timestamps and Attribute Values for Multivariate Time Series

链接：https://dl.acm.org/doi/10.1145/3725367

作者：Jingyu Zhu (Nankai university); Weiwei Deng (Nankai University); Yu Sun (Nankai University)*; Shaoxu Song (Tsinghua University); Haiwei Zhang (Nankai University); Xiaojie Yuan (Nankai Univeristy)

关键词：多元时间序列，时间戳修复

2 Largest Triangle Sampling for Visualizing Time Series in Database

链接：https://dl.acm.org/doi/10.1145/3709699

作者：Lei Rui (Tsinghua University); Xiangdong Huang (Tsinghua University); Shaoxu Song (Tsinghua University)*; Chen Wang (" Tsinghua University, China"); Jianmin Wang ("Tsinghua University, China"); zhao cao (Huawei Technologies Co., Ltd)

关键词：时间序列可视化，最大三角形采样

3 ISSD: Indicator Selection for Time Series State Detection

链接：https://dl.acm.org/doi/abs/10.1145/3709698

作者：ChengYu Wang (NUDT)*; Tongqing Zhou (National University of Defense Technology); Lin Chen (National University of Defense Technology); shan zhao ( Hefei University of Technology); Zhiping Cai (NUDT)

关键词：时间序列状态检测

4 In-Database Time Series Clustering

链接：https://dl.acm.org/doi/10.1145/3709696

作者：Yunxiang Su (Tsinghua University); Kenny Ye Liang (Tsinghua University); Shaoxu Song (Tsinghua University)*

关键词：时间序列聚类

5 Camel: Efficient Compression of Floating-Point Time Series

链接：https://dl.acm.org/doi/abs/10.1145/3698802

作者：Yuanyuan Yao (Zhejiang University); Lu Chen (Zhejiang University)*; Ziquan Fang (Zhejiang University); Yunjun Gao (Zhejiang University); Christian S. Jensen (Aalborg University); Tianyi Li (Aalborg University)

关键词：浮点时序数据压缩

6 Multivariate Time Series Cleaning under Speed Constraints

链接：https://dl.acm.org/doi/10.1145/3698821

作者：Aoqian Zhang (Beijing Institute of Technology)*; Zexue Wu (Beijing Institute of Technology); Yifeng Gong (Beijing Institute of Technology); Ye Yuan (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology)

关键词：时间序列清理

7 A Structured Study of Multivariate Time-Series Distance Measures

链接：https://dl.acm.org/doi/10.1145/3725258

作者：Jens d'Hondt (Eindhoven University of Technology)*; Haojun Li (The Ohio State University); Fan Yang (The Ohio State University); Odysseas Papapetrou (TU Eindhoven); John Paparrizos (The Ohio State University)

关键词：距离度量，相似度搜索

8 SPARTAN: Data-Adaptive Symbolic Time-Series Approximation

链接：https://dl.acm.org/doi/10.1145/3725357

作者：Fan Yang (The Ohio State University)*; John Paparrizos (The Ohio State University)

关键词：时间序列近似、符号表示、距离测量、相似性搜索

相关链接

SIGMOD 2025 Accepted Papers：

https://2025.sigmod.org/sigmod_papers.shtml