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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
6060
Venue
SIGMOD
Year
2021
Pagerank
6.4420064e-05
Overall Rank
4,113 | 71.39%
DOI
10.1145/3448016.3452779

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank Citing Paper Year Venue Pagerank
3,869 MagicScaler: Uncertainty-aware, Predictive Autoscaling 2023 VLDB 6.6802432e-05
3,934 SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting 2023 VLDB 6.6175631e-05
8,286 OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting 2023 VLDB 4.5435639e-05
10,061 Cleaning Time Series under Seasonal and Trend Constraints 2026 SIGMOD 4.1945683e-05
10,400 ABase: the Multi-Tenant NoSQL Serverless Database for Diverse and Dynamic Workloads in Large-scale Cloud Environments 2025 SIGMOD 4.1945683e-05
10,601 Less is More: Efficient Time Series Dataset Condensation via Two-fold Modal Matching 2025 VLDB 4.1945683e-05
10,952 RITA: Group Attention is All You Need for Timeseries Analytics 2024 SIGMOD 4.1945683e-05
11,059 DARKER: Efficient Transformer with Data-driven Attention Mechanism for Time Series 2024 VLDB 4.1945683e-05
11,144 Weakly Guided Adaptation for Robust Time Series Forecasting 2024 VLDB 4.1945683e-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
716 Query-based Workload Forecasting for Self-Driving Database Management Systems 2018 SIGMOD 0.00017723171
1,501 P-Store: An Elastic Database System with Predictive Provisioning 2018 SIGMOD 0.00011664869
2,477 Identifying Similarities, Periodicities and Bursts for Online Search Queries 2004 SIGMOD 8.6941234e-05
3,269 iBTune: Individualized Buffer Tuning for Large-scale Cloud Databases 2019 VLDB 7.2998062e-05
3,447 Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter 2020 SIGMOD 7.0854131e-05
4,476 Classical and Contemporary Approaches to Big Time Series Forecasting 2019 SIGMOD 6.1517903e-05
4,824 Managing Massive Time Series Streams with Multi-Scale Compressed Trickles 2009 VLDB 5.8947137e-05
5,481 Adaptive, Hands-Off Stream Mining 2003 VLDB 5.4843702e-05
6,768 Database Workload Capacity Planning using Time Series Analysis and Machine Learning 2020 SIGMOD 4.9321997e-05
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