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RobustPeriod: Robust Time-Frequency Mining for Multiple Periodicity Detection

Summary: RobustPeriod uses MODWT to decompose time series into multi-scale components and isolate interlaced periodicities. At each scale, it detects a period with a robust Huber-periodogram and Huber-ACF, and Fisher-test guarantees with Wiener-Khinchin ACF. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6061
Venue
SIGMOD
Year
2021
Pagerank
6.4358092e-05
Overall Rank
4,110 | 71.44%
DOI
10.1145/3448016.3452779

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank Citing Paper Year Venue Pagerank
3,871 MagicScaler: Uncertainty-aware, Predictive Autoscaling 2023 VLDB 6.6738199e-05
3,938 SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting 2023 VLDB 6.6111703e-05
8,279 OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting 2023 VLDB 4.5392079e-05
10,061 Cleaning Time Series under Seasonal and Trend Constraints 2026 SIGMOD 4.1905499e-05
10,411 ABase: the Multi-Tenant NoSQL Serverless Database for Diverse and Dynamic Workloads in Large-scale Cloud Environments 2025 SIGMOD 4.1905499e-05
10,609 Less is More: Efficient Time Series Dataset Condensation via Two-fold Modal Matching 2025 VLDB 4.1905499e-05
10,955 RITA: Group Attention is All You Need for Timeseries Analytics 2024 SIGMOD 4.1905499e-05
11,062 DARKER: Efficient Transformer with Data-driven Attention Mechanism for Time Series 2024 VLDB 4.1905499e-05
11,147 Weakly Guided Adaptation for Robust Time Series Forecasting 2024 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
704 Query-based Workload Forecasting for Self-Driving Database Management Systems 2018 SIGMOD 0.00017785557
1,498 P-Store: An Elastic Database System with Predictive Provisioning 2018 SIGMOD 0.00011660631
2,478 Identifying Similarities, Periodicities and Bursts for Online Search Queries 2004 SIGMOD 8.6866662e-05
3,453 Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter 2020 SIGMOD 7.0785866e-05
3,692 iBTune: Individualized Buffer Tuning for Large-scale Cloud Databases 2019 VLDB 6.8328808e-05
4,476 Classical and Contemporary Approaches to Big Time Series Forecasting 2019 SIGMOD 6.1458665e-05
4,828 Managing Massive Time Series Streams with Multi-Scale Compressed Trickles 2009 VLDB 5.8890363e-05
5,489 Adaptive, Hands-Off Stream Mining 2003 VLDB 5.4790681e-05
6,770 Database Workload Capacity Planning using Time Series Analysis and Machine Learning 2020 SIGMOD 4.9274644e-05
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