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 |
|---|---|---|---|---|
| 869 | APEX: An Adaptive Path Index for XML Data | 2002 | SIGMOD | 0.00015788339 |
| 4,010 | A Web Odyssey: from Codd to XML | 2001 | PODS | 6.5351699e-05 |
| 5,276 | The 3W Model and Algebra for Unified Data Mining | 2000 | VLDB | 5.5905507e-05 |
| 5,770 | ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines | 2020 | SIGMOD | 5.3328309e-05 |
| 6,067 | IL-Miner: Instance-Level Discovery of Complex Event Patterns | 2017 | VLDB | 5.2290408e-05 |
| 12,645 | Mining Long Sequential Patterns in a Noisy Environment | 2002 | SIGMOD | 4.1945683e-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 | 0.00076161096 |
| 1,331 | Querying Shapes of Histories | 1995 | VLDB | 0.00012546163 |
| 1,433 | Combinatorial Pattern Discovery for Scientific Data: Some Preliminary Results | 1994 | SIGMOD | 0.00012009649 |
| 1,626 | Exploratory Mining and Pruning Optimizations of Constrained Association Rules | 1998 | SIGMOD | 0.00011094469 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,321 | A Condensed Representation to Find Frequent Patterns | 2001 | PODS | 4.5435639e-05 |
| 13,854 | A Sequential Pattern Query Language for Supporting Instant Data Mining for e-Services | 2001 | VLDB | - |
| 3,055 | Mining Compressed Frequent-Pattern Sets | 2005 | VLDB | 7.6448739e-05 |
| 1,747 | Mining Significant Graph Patterns by Leap Search | 2008 | SIGMOD | 0.00010691242 |
| 3,989 | Mind the Gap: Large-Scale Frequent Sequence Mining | 2013 | SIGMOD | 6.5583327e-05 |
| 5,772 | Mining Frequent Patterns with Differential Privacy | 2013 | VLDB | 5.3322378e-05 |
| 12,043 | A Direct Mining Approach To Efficient Constrained Graph Pattern Discovery | 2013 | SIGMOD | 4.1945683e-05 |
| 7,246 | Finding Relevant Patterns in Bursty Sequences | 2008 | VLDB | 4.790704e-05 |
| 4,307 | Mining Periodic Patterns with Gap Requirement from Sequences | 2005 | SIGMOD | 6.2885419e-05 |
| 1,346 | Streaming Pattern Discovery in Multiple Time-Series | 2005 | VLDB | 0.00012466288 |