OLAP over Imprecise Data with Domain Constraints
Summary: OLAP over imprecise data with domain constraints; a simple constraint language and formal framework for constraint-aware query answering. Efficient OLAP from fact marginals D*; uses a constraint-hypergraph to exploit space regularities and construct D*, validated by real and synthetic experiments. (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 |
|---|---|---|---|---|
| 322 | MCDB: A Monte Carlo Approach to Managing Uncertain Data | 2008 | SIGMOD | 0.00027523667 |
| 2,054 | Graph Cube: On Warehousing and OLAP Multidimensional Networks | 2011 | SIGMOD | 9.682102e-05 |
| 5,991 | Sampling Cube: A Framework for Statistical OLAP Over Sampling Data | 2008 | SIGMOD | 5.2385592e-05 |
| 6,958 | Supporting OLAP Operations over Imperfectly Integrated Taxonomies | 2008 | SIGMOD | 4.8810116e-05 |
| 12,386 | Query Answering Techniques on Uncertain and Probabilistic Data | 2008 | SIGMOD | 4.1905499e-05 |
| 12,415 | Systems Aspects of Probabilistic Data Management | 2008 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057797415 |
| 149 | Trio: A System for Integrated Management of Data, Accuracy, and Lineage | 2005 | CIDR | 0.00041085859 |
| 529 | Database Relations with Null Values (Extended Abstract) | 1982 | PODS | 0.00020825533 |
| 757 | Creating Probabilistic Databases from Information Extraction Models | 2006 | VLDB | 0.00017062337 |
| 1,716 | Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach | 2007 | VLDB | 0.00010772386 |
| 2,273 | OLAP Over Uncertain and Imprecise Data | 2005 | VLDB | 9.1447774e-05 |
| 2,679 | A Performance Study Of Transitive Closure Algorithms | 1994 | SIGMOD | 8.3223476e-05 |
| 2,776 | On The Integrity Of Databases With Incomplete Information | 1986 | PODS | 8.1371926e-05 |
| 5,685 | Efficient Allocation Algorithms for OLAP over Imprecise Data | 2006 | VLDB | 5.37204e-05 |
| 5,707 | OLAP Dimension Constraints | 2002 | PODS | 5.363144e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,289 | Efficient Query Repair for Aggregate Constraints | 2026 | VLDB | 4.1905499e-05 |
| 7,944 | Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds | 2021 | SIGMOD | 4.6089395e-05 |
| 6,083 | Querying Uncertain Data with Aggregate Constraints | 2011 | SIGMOD | 5.2173276e-05 |
| 762 | Explaining differences in multidimensional aggregates | 1999 | VLDB | 0.00016984985 |
| 4,719 | Exact and Approximate Aggregation in Constraint Query Languages | 1999 | PODS | 5.9659829e-05 |
| 6,958 | Supporting OLAP Operations over Imperfectly Integrated Taxonomies | 2008 | SIGMOD | 4.8810116e-05 |
| 4,796 | Extending Practical Pre-Aggregation in On-Line Analytical Processing | 1999 | VLDB | 5.9104535e-05 |
| 5,707 | OLAP Dimension Constraints | 2002 | PODS | 5.363144e-05 |
| 5,685 | Efficient Allocation Algorithms for OLAP over Imprecise Data | 2006 | VLDB | 5.37204e-05 |
| 2,273 | OLAP Over Uncertain and Imprecise Data | 2005 | VLDB | 9.1447774e-05 |