A Regression-Based Temporal Pattern Mining Scheme for Data Streams

Summary: Regression-based FTP-DS mines frequent temporal patterns in data streams with one-pass online statistics via data segmentation. ATF encodes time and frequency for regression over variable intervals; segmentation tuning and relaxation boost trend detection. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 8967
Venue: VLDB
Year: 2003
Pagerank: 5.0989397e-05
Overall Rank: 6,339 | 55.95%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,018	Approximate NN Queries on Streams with Guaranteed Error/performance Bounds	2004	VLDB	7.6995792e-05
6,532	Effective Variation Management for Pseudo Periodical Streams	2007	SIGMOD	5.0195121e-05
12,571	Using Association Rules for Fraud Detection in Web Advertising Networks	2005	VLDB	4.1905499e-05

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
168	Approximate Frequency Counts over Data Streams	2002	VLDB	0.0003915627
617	On Computing Correlated Aggregates Over Continual Data Streams	2001	SIGMOD	0.00019048986
984	Streaming Queries over Streaming Data	2002	VLDB	0.00014840586
1,065	Processing Complex Aggregate Queries over Data Streams	2002	SIGMOD	0.00014344675
1,222	Querying and Mining Data Streams: You Only Get One Look	2002	SIGMOD	0.00013205769
2,448	Multi-Dimensional Regression Analysis of Time-Series Data Streams	2002	VLDB	8.7935134e-05
3,796	Identifying Representative Trends in Massive Time Series Data Sets Using Sketches	2000	VLDB	6.7554597e-05
3,898	Mining surprising patterns using temporal description length	1998	VLDB	6.6514192e-05
12,654	Mining Long Sequential Patterns in a Noisy Environment	2002	SIGMOD	4.1905499e-05

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168	Approximate Frequency Counts over Data Streams	2002	VLDB	0.0003915627
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13,903	Towards Data Mining Benchmarking: A Test Bed for Performance Study of Frequent Pattern Mining	2000	SIGMOD	-
831	Finding Frequent Items in Data Streams	2008	VLDB	0.00016094846
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4,951	Efficient Temporal Pattern Mining in Big Time Series Using Mutual Information	2022	VLDB	5.8067758e-05