Analyzing Quantitative Databases: Image is Everything
Summary: Visualization-based ranking of field subsets reveals promising hypotheses in quantitative databases. Histogram-driven, scalable; generalizes beyond binary relations and enables cross-dataset comparability; validated on cpsm93p and nhis93ac. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Amihood Amir
- 2. Reuven Kashi
- 3. Nathan S. Netanyahu
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,079 | Combi-Operator – Database Support for Data Mining Applications | 2003 | VLDB | 5.7140516e-05 |
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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 |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010864752 |
| 64 | Improved Histograms for Selectivity Estimation of Range Predicates | 1996 | SIGMOD | 0.00063612837 |
| 403 | Mining Generalized Association Rules | 1995 | VLDB | 0.00024148455 |
| 599 | Mining Quantitative Association Rules in Large Relational Tables | 1996 | SIGMOD | 0.00019394214 |
| 744 | Beyond Market Baskets: Generalizing Association Rules to Correlations | 1997 | SIGMOD | 0.00017333019 |
| 1,623 | Scalable Techniques for Mining Causal Structures | 1998 | VLDB | 0.00011102927 |
| 4,218 | Mining Optimized Association Rules for Numeric Attributes | 1996 | PODS | 6.3511866e-05 |
| 4,398 | Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization | 1996 | SIGMOD | 6.2225159e-05 |
| 6,805 | Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining | 1998 | VLDB | 4.9222308e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,274 | Databases and Visualization | 1996 | SIGMOD | 6.3001297e-05 |
| 3,823 | Automatic Discovery of Attributes in Relational Databases | 2011 | SIGMOD | 6.7261168e-05 |
| 564 | An Analytic Approach to Statistical Databases | 1983 | VLDB | 0.00020017414 |
| 1,992 | Probabilistic Ranking of Database Query Results | 2004 | VLDB | 9.8462684e-05 |
| 2,301 | Extreme Visualization: Squeezing a Billion Records into a Million Pixels | 2008 | SIGMOD | 9.0672364e-05 |
| 4,643 | Algorithms for Mining Association Rules for Binary Segmentations of Huge Categorical Databases | 1998 | VLDB | 6.0261932e-05 |
| 1,616 | Relational link-based ranking | 2004 | VLDB | 0.00011128652 |
| 4,398 | Data Mining Using Two-Dimensional Optimized Association Rules: Scheme, Algorithms, and Visualization | 1996 | SIGMOD | 6.2225159e-05 |
| 4,218 | Mining Optimized Association Rules for Numeric Attributes | 1996 | PODS | 6.3511866e-05 |
| 599 | Mining Quantitative Association Rules in Large Relational Tables | 1996 | SIGMOD | 0.00019394214 |