On Generating Near-Optimal Tableaux for Conditional Functional Dependencies
Summary: First formal treatment of CFD tableau generation, optimizing support, confidence, and parsimony while proving optimality NP-complete. Greedy and on-demand approximations, plus range tableaux for ordered attributes, yield scalable, parsimonious solutions. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Lukasz Golab (AT&T)
- 2. Howard Karloff (AT&T)
- 3. Flip Korn (AT&T)
- 4. Divesh Srivastava (AT&T)
- 5. Bei Yu (National University of Singapore)
BibTeX Citation
@article{golab_vldb08,
title = {{On Generating Near-Optimal Tableaux for Conditional Functional Dependencies}},
author = {Golab, Lukasz and Karloff, Howard and Korn, Flip and Srivastava, Divesh and Yu, Bei},
journal = {PVLDB},
series = {{VLDB} '08},
doi = {10.14778/1453856.1453900},
url = {https://doi.org/10.14778/1453856.1453900},
year = {2008}
}Incoming Citations (Sorted by Pagerank)
Showing 31 of 31 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0006440069 |
| 160 | CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies | 2004 | SIGMOD | 0.00027775994 |
| 527 | Improving Data Quality: Consistency and Accuracy | 2007 | VLDB | 0.00016859013 |
| 622 | Mining Quantitative Association Rules in Large Relational Tables | 1996 | SIGMOD | 0.00015452634 |
| 700 | Explaining differences in multidimensional aggregates | 1999 | VLDB | 0.00014642224 |
| 1,297 | Extending Dependencies with Conditions | 2007 | VLDB | 0.00011118907 |
| 1,670 | BHUNT: Automatic Discovery of Fuzzy Algebraic Constraints in Relational Data | 2003 | VLDB | 9.9124313e-05 |
| 3,201 | Information Dependencies | 2000 | PODS | 7.5247986e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,459 | On Computing Restricted Projections of Representative Instances | 1985 | PODS |
| 2 | 4,476 | Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization | 2017 | VLDB |
| 3 | 7,307 | Discovery Algorithms for Embedded Functional Dependencies | 2020 | SIGMOD |
| 4 | 6,783 | Propagating Functional Dependencies with Conditions | 2008 | VLDB |
| 5 | 11,318 | Efficient Discovery of Relaxed Functional Dependencies | 2025 | VLDB |
| 6 | 1,314 | Computing Optimal Repairs for Functional Dependencies | 2018 | PODS |
| 7 | 2,894 | Functional Dependencies for Graphs | 2016 | SIGMOD |
| 8 | 4,538 | Pattern Functional Dependencies for Data Cleaning | 2020 | VLDB |
| 9 | 2,914 | Estimating the Confidence of Conditional Functional Dependencies | 2009 | SIGMOD |
| 10 | 1,898 | Sequential Dependencies | 2009 | VLDB |