BRAID: Stream Mining through Group Lag Correlations

Summary: BRAID incrementally detects lag correlations and anti-correlations across numeric streams, outputting pairwise lags. Nyquist-based analysis yields small error (largest ~1%), with incremental computation and up to 40k× speedup. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3670
Venue: SIGMOD
Year: 2005
Pagerank: 7.0075162e-05
Overall Rank: 3,524 | 75.51%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,349	Streaming Pattern Discovery in Multiple Time-Series	2005	VLDB	0.00012453634
1,510	k-Shape: Efficient and Accurate Clustering of Time Series	2015	SIGMOD	0.00011588558
1,784	Fast Approximate Correlation for Massive Time-series Data	2010	SIGMOD	0.00010548792
4,066	AutoPlait: Automatic Mining of Co-evolving Time Sequences	2014	SIGMOD	6.4756873e-05
4,828	Managing Massive Time Series Streams with Multi-Scale Compressed Trickles	2009	VLDB	5.8890363e-05
4,854	Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures	2020	SIGMOD	5.8707943e-05
6,577	Efficient Sentiment Correlation for Large-scale Demographics	2013	SIGMOD	4.9986229e-05
6,673	Discovering Longest-lasting Correlation in Sequence Databases	2013	VLDB	4.962156e-05
9,440	AMNES: Accelerating the computation of data correlation using FPGAs	2023	VLDB	4.3389137e-05
9,919	Mining and Forecasting of Big Time-series Data	2015	SIGMOD	4.2520778e-05
10,335	Scalable Grid-based Computation of Kendall’s tau Correlation	2026	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
2,448	Multi-Dimensional Regression Analysis of Time-Series Data Streams	2002	VLDB	8.7935134e-05
4,210	Continually Evaluating Similarity-Based Pattern Queries on a Streaming Time Series	2002	SIGMOD	6.3509527e-05
4,062	GRAIL: Efficient Time-Series Representation Learning	2019	VLDB	6.4792249e-05
12,594	Indexing and Mining Streams	2004	SIGMOD	4.1905499e-05
1,349	Streaming Pattern Discovery in Multiple Time-Series	2005	VLDB	0.00012453634
8,751	Multivariate Correlations Discovery in Static and Streaming Data	2022	VLDB	4.4520434e-05
1,784	Fast Approximate Correlation for Massive Time-series Data	2010	SIGMOD	0.00010548792
617	On Computing Correlated Aggregates Over Continual Data Streams	2001	SIGMOD	0.00019048986
11,217	Correlation Joins over Time Series Data Streams Utilizing Complementary Dimension Reduction and Transformation	2023	SIGMOD	4.1905499e-05
783	StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time	2002	VLDB	0.00016648503