Prediction Cubes
Summary: Prediction cubes extend OLAP by storing a trained predictive model in each cell, rather than a numeric aggregate. Efficient computation via model decomposition enables roll-up/drill-down to compare predictive behavior across data granularity. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Bee-Chung Chen
- 2. Lei Chen
- 3. Yi Lin
- 4. Raghu Ramakrishnan
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,718 | Answering Top-k Queries with Multi-Dimensional Selections: The Ranking Cube Approach | 2006 | VLDB | 5.9664602e-05 |
| 5,991 | Sampling Cube: A Framework for Statistical OLAP Over Sampling Data | 2008 | SIGMOD | 5.2385592e-05 |
| 6,329 | Efficient Construction of Approximate Ad-Hoc ML models Through Materialization and Reuse | 2018 | VLDB | 5.1030159e-05 |
| 6,779 | Explaining Inference Queries with Bayesian Optimization | 2021 | VLDB | 4.9232829e-05 |
| 8,181 | Bellwether Analysis: Predicting Global Aggregates from Local Regions | 2006 | VLDB | 4.5625565e-05 |
| 12,183 | Latent OLAP: Data Cubes over Latent Variables | 2011 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11 | Implementing Data Cubes Efficiently | 1996 | SIGMOD | 0.0011695087 |
| 5,204 | Mining Multi-Dimensional Constrained Gradients in Data Cubes | 2001 | VLDB | 5.6278547e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,639 | Efficacious Data Cube Exploration by Semantic Summarization and Compression | 2003 | VLDB | 4.4749814e-05 |
| 1,967 | Efficient Computation of Iceberg Cubes with Complex Measures | 2001 | SIGMOD | 9.9108189e-05 |
| 1,137 | User-adaptive exploration of multidimensional data | 2000 | VLDB | 0.0001373991 |
| 4,443 | Hierarchical Cubes for Range-Sum Queries | 1999 | VLDB | 6.1772772e-05 |
| 3,162 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB | 7.4622284e-05 |
| 2,054 | Graph Cube: On Warehousing and OLAP Multidimensional Networks | 2011 | SIGMOD | 9.682102e-05 |
| 247 | On the Computation of Multidimensional Aggregates | 1996 | VLDB | 0.00030923842 |
| 12,183 | Latent OLAP: Data Cubes over Latent Variables | 2011 | SIGMOD | 4.1905499e-05 |
| 11,414 | High-dimensional Data Cubes | 2022 | VLDB | 4.1905499e-05 |
| 13,776 | CubeExplorer: Online Exploration of Data Cubes | 2002 | SIGMOD | - |