SPIRIT: Sequential Pattern Mining with Regular Expression Constraints
Summary: SPIRIT: Sequential Pattern Mining with Regular Expression Constraints. Proposes RE-based constraints to guide mining; develops algorithms with varying pruning strength; analyzes tradeoffs when constraints break anti-monotonicity, with extensive experiments on synthetic and real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 864 | APEX: An Adaptive Path Index for XML Data | 2002 | SIGMOD | 0.00015781693 |
| 4,014 | A Web Odyssey: from Codd to XML | 2001 | PODS | 6.5300582e-05 |
| 5,280 | The 3W Model and Algebra for Unified Data Mining | 2000 | VLDB | 5.5851818e-05 |
| 5,777 | ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines | 2020 | SIGMOD | 5.3277177e-05 |
| 6,069 | IL-Miner: Instance-Level Discovery of Complex Event Patterns | 2017 | VLDB | 5.2240157e-05 |
| 12,654 | Mining Long Sequential Patterns in a Noisy Environment | 2002 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 36 | Fast Algorithms for Mining Association Rules | 1994 | VLDB | 0.00076114894 |
| 1,335 | Querying Shapes of Histories | 1995 | VLDB | 0.00012539188 |
| 1,432 | Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results | 1994 | SIGMOD | 0.00012000371 |
| 1,609 | Exploratory Mining and Pruning Optimizations of Constrained Association Rules | 1998 | SIGMOD | 0.00011166163 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,315 | A Condensed Representation to Find Frequent Patterns | 2001 | PODS | 4.5392079e-05 |
| 13,868 | A Sequential Pattern Query Language for Supporting Instant Data Mining for e-Services | 2001 | VLDB | - |
| 3,061 | Mining Compressed Frequent-Pattern Sets | 2005 | VLDB | 7.6389596e-05 |
| 1,720 | Mining Significant Graph Patterns by Leap Search | 2008 | SIGMOD | 0.00010757565 |
| 5,773 | Mining Frequent Patterns with Differential Privacy | 2013 | VLDB | 5.3300095e-05 |
| 3,991 | Mind the Gap: Large-Scale Frequent Sequence Mining | 2013 | SIGMOD | 6.5529781e-05 |
| 12,051 | A Direct Mining Approach To Efficient Constrained Graph Pattern Discovery | 2013 | SIGMOD | 4.1905499e-05 |
| 7,243 | Finding Relevant Patterns in Bursty Sequences | 2008 | VLDB | 4.7859835e-05 |
| 4,300 | Mining Periodic Patterns with Gap Requirement from Sequences | 2005 | SIGMOD | 6.2824978e-05 |
| 1,349 | Streaming Pattern Discovery in Multiple Time-Series | 2005 | VLDB | 0.00012453634 |