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Intelligent Rollups in Multidimensional OLAP Data

Summary: Introduces an intelligent rollups operator for multidimensional OLAP that generalizes a specific problem case to the broadest context along roll-up paths. A flexible cost-based framework and efficient algorithm enable compact, interpretable summaries and interactive exploration on large data cubes. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8777
Venue
VLDB
Year
2001
Pagerank
0.00014709252
Overall Rank
1,000 | 93.05%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank Citing Paper Year Venue Pagerank
214 Scorpion: Explaining Away Outliers in Aggregate Queries 2013 VLDB 0.0003363692
460 SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics 2015 VLDB 0.00022516069
942 A Formal Approach to Finding Explanations for Database Queries 2014 SIGMOD 0.00015155714
991 Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System 2017 VLDB 0.00014807273
1,420 Data Management Challenges in Production Machine Learning 2017 SIGMOD 0.00012057956
2,448 Multi-Dimensional Regression Analysis of Time-Series Data Streams 2002 VLDB 8.8032353e-05
2,852 MRI: Meaningful Interpretations of Collaborative Ratings 2011 VLDB 8.0151391e-05
4,005 QC-Trees: An Efficient Summary Structure for Semantic OLAP 2003 SIGMOD 6.5414308e-05
4,221 MDL Summarization with Holes 2005 VLDB 6.348988e-05
4,540 Automating Exploratory Data Analysis via Machine Learning: An Overview 2020 SIGMOD 6.1033443e-05
5,107 SeeDB: Automatically Generating Query Visualizations 2014 VLDB 5.6925578e-05
5,191 Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances 2019 SIGMOD 5.6378768e-05
5,264 SeeDB: Visualizing Database Queries Efficiently 2014 VLDB 5.597302e-05
6,624 Fast-Forwarding to Desired Visualizations with zenvisage 2017 CIDR 4.9890732e-05
6,779 Explaining Inference Queries with Bayesian Optimization 2021 VLDB 4.9280116e-05
7,172 Summarized Causal Explanations For Aggregate Views 2024 SIGMOD 4.8114797e-05
7,222 Guided Exploration of Data Summaries 2022 VLDB 4.797186e-05
9,644 Fair and Actionable Causal Prescription Ruleset 2025 SIGMOD 4.3109001e-05
10,147 Causal Explanations for Disparate Trends: Where and Why? 2026 SIGMOD 4.1945683e-05
10,740 Finding Convincing Views to Endorse a Claim 2025 VLDB 4.1945683e-05
11,419 On Detecting Cherry-picked Generalizations 2022 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 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
146 Knowledge Discovery in Databases: An Attribute-Oriented Approach 1992 VLDB 0.00041315295
227 Discovery of Multiple-Level Association Rules from Large Databases 1995 VLDB 0.00032284058
767 Explaining differences in multidimensional aggregates 1999 VLDB 0.00016981309
1,137 User-adaptive exploration of multidimensional data 2000 VLDB 0.00013730532
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