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METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection

Summary: METER: base detector trained on historical central concepts and a hypernetwork that generates parameter shifts for rapid adaptation to new concepts, avoiding costly retraining. Lightweight evidential‑DL drift controller supplies interpretable, robust drift signals and yields improved OAD accuracy and latency. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13755
Venue
VLDB
Year
2024
Pagerank
5.9395463e-05
Overall Rank
4,762 | 66.88%
DOI
10.14778/3636218.3636233

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
10,217 This is Going to Sound Crazy, But What If We Used Large Language Models to Boost Automatic Database Tuning Algorithms By Leveraging Prior History? We Will Find Better Configurations More Quickly Than Retraining From Scratch! 2026 SIGMOD 4.1945683e-05
10,595 Optimized Batch Prompting for Cost-effective LLMs 2025 VLDB 4.1945683e-05
10,718 BURST: Rendering Clustering Techniques Suitable for Evolving Streams 2025 VLDB 4.1945683e-05
11,004 OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams 2024 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank Cited Paper Year Venue Pagerank
161 LOF: Identifying Density-Based Local Outliers 2000 SIGMOD 0.00039846974
728 Meaningful Change Detection in Structured Data 1997 SIGMOD 0.00017494982
1,253 Anomaly Detection in Time Series: A Comprehensive Evaluation 2022 VLDB 0.00013032074
1,854 Distance-based Outlier Detection in Data Streams 2016 VLDB 0.00010317762
2,029 SAND: Streaming Subsequence Anomaly Detection 2021 VLDB 9.740868e-05
2,381 TSB-UAD: An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection 2022 VLDB 8.9327638e-05
3,148 ARM-Net: Adaptive Relation Modeling Network for Structured Data 2021 SIGMOD 7.4751269e-05
3,468 Real-Time Distance-Based Outlier Detection in Data Streams 2021 VLDB 7.0686044e-05
4,154 Robust and Transferable Log-based Anomaly Detection 2023 SIGMOD 6.4032498e-05
4,911 Unsupervised Contextual Anomaly Detection for Database Systems 2022 SIGMOD 5.8328593e-05
5,984 Streaming Anomaly Detection Using Randomized Matrix Sketching 2016 VLDB 5.244512e-05
8,244 PROUD: PaRallel OUtlier Detection for streams 2020 SIGMOD 4.5517083e-05
8,707 Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries 2021 SIGMOD 4.463922e-05
11,187 Regularized Pairwise Relationship based Analytics for Structured Data 2023 SIGMOD 4.1945683e-05
11,594 TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications 2020 SIGMOD 4.1945683e-05
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