Database Paper Browser

Back to papers

MauveDB: Supporting Model-based User Views in Database Systems

Summary: Defines model-based views that hide data irregularities by applying models to incomplete data. MauveDB offers a declarative language for model-based views, SQL querying, and adaptive materialization to keep views current under updates; prototype demonstrates regression and interpolation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3741
Venue
SIGMOD
Year
2006
Pagerank
0.00022406923
Overall Rank
469 | 96.74%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
321 MCDB: A Monte Carlo Approach to Managing Uncertain Data 2008 SIGMOD 0.00027527389
658 Towards a Unified Architecture for in-RDBMS Analytics 2012 SIGMOD 0.00018506577
980 BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models 2008 VLDB 0.00014879747
1,014 Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS 2011 VLDB 0.00014640258
1,532 Data Management in Machine Learning: Challenges, Techniques, and Systems 2017 SIGMOD 0.00011472681
1,569 Querying Continuous Functions in a Database System 2008 SIGMOD 0.0001132337
2,084 The Case for Predictive Database Systems: Opportunities and Challenges 2011 CIDR 9.5820534e-05
2,267 ModelarDB: Modular Model-Based Time Series Management with Spark and Cassandra 2018 VLDB 9.1519895e-05
3,445 Processing Forecasting Queries 2007 VLDB 7.08644e-05
4,257 Combining Databases and Signal Processing in Plato 2015 CIDR 6.3164509e-05
4,375 Sample Debiasing in the Themis Open World Database System 2020 SIGMOD 6.2427076e-05
4,387 Hybrid In-Database Inference for Declarative Information Extraction 2011 SIGMOD 6.2320072e-05
4,424 PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models 2020 SIGMOD 6.198474e-05
4,500 Rethinking Data Management for Storage-centric Sensor Networks 2007 CIDR 6.1381791e-05
4,576 The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox 2015 CIDR 6.0721464e-05
4,774 LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems 2021 SIGMOD 5.9316087e-05
4,983 Querying Probabilistic Information Extraction 2010 VLDB 5.7870787e-05
5,764 PODS: A New Model and Processing Algorithms for Uncertain Data Streams 2010 SIGMOD 5.3369195e-05
5,874 Incrementally Maintaining Classification using an RDBMS 2011 VLDB 5.2930628e-05
5,969 MCDB-R: Risk Analysis in the Database 2010 VLDB 5.2489117e-05
6,233 Mosaic: A Sample-Based Database System for Open World Query Processing 2020 CIDR 5.1451876e-05
6,373 DeepBase: Deep Inspection of Neural Networks 2019 SIGMOD 5.0929326e-05
6,749 Evaluation of Probabilistic Threshold Queries in MCDB 2010 SIGMOD 4.9396725e-05
6,838 Capturing Data Uncertainty in High-Volume Stream Processing 2009 CIDR 4.9109732e-05
7,213 SmartCIS: Integrating Digital and Physical Environments 2009 SIGMOD 4.7989853e-05
7,395 MOST: Model-Based Compression with Outlier Storage for Time Series Data 2023 SIGMOD 4.7420041e-05
7,787 Jigsaw: Efficient Optimization Over Uncertain Enterprise Data 2011 SIGMOD 4.6512526e-05
8,378 Probabilistic Management of OCR Data using an RDBMS 2012 VLDB 4.5320288e-05
9,586 A Skip-list Approach for Efficiently Processing Forecasting Queries 2008 VLDB 4.3218691e-05
9,782 A*-tree: A Structure for Storage and Modeling of Uncertain Multidimensional Arrays 2010 VLDB 4.2856106e-05
11,747 Holistic Query Evaluation over Information Extraction Pipelines 2018 VLDB 4.1945683e-05
11,897 Capturing the Laws of (Data) Nature 2015 CIDR 4.1945683e-05
12,145 Model-based Integration of Past & Future in TimeTravel 2012 VLDB 4.1945683e-05
12,210 Dissemination of Models over Time-Varying Data 2011 VLDB 4.1945683e-05
12,420 Data-Driven Processing in Sensor Networks 2007 CIDR 4.1945683e-05
12,429 Public Health for the Internet (phi): Towards A New Grand Challenge for Information Management 2007 CIDR 4.1945683e-05
12,480 Suppression and Failures in Sensor Networks: A Bayesian Approach 2007 VLDB 4.1945683e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 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 0.00057857292
149 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00041101118
467 Evaluating Probabilistic Queries over Imprecise Data 2003 SIGMOD 0.00022443768
477 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 0.00022221803
885 Query Processing for Sensor Networks 2003 CIDR 0.00015646925
904 Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications 1998 SIGMOD 0.00015469655
1,045 Adaptive Stream Resource Management Using Kalman Filters 2004 SIGMOD 0.00014472777
2,347 Horn Tables - An Efficient Tool For Handling Incomplete Information In Databases 1989 PODS 8.9890664e-05
2,967 Manipulating Interpolated Data is Easier than You Thought 2000 VLDB 7.7991574e-05
4,203 An Extended Relational Database Model For Uncertain And Imprecise Information 1992 VLDB 6.3609314e-05
4,915 Optimization and Evaluation of Database Queries Including Embedded Interpolation Procedures 1991 SIGMOD 5.831406e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
2,118 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 9.5100739e-05
2,469 Updating Relational Databases through Object-Based Views 1991 SIGMOD 8.7346857e-05
12,846 Database Graph Views : A Practical Model to Manage Persistent Graphs 1994 VLDB 4.1945683e-05
12,858 A Logical Semantics for Object-Oriented Databases 1993 SIGMOD 4.1945683e-05
2,084 The Case for Predictive Database Systems: Opportunities and Challenges 2011 CIDR 9.5820534e-05
7,638 Unifying Data and Domain Knowledge Using Virtual Views 2007 VLDB 4.6905993e-05
10,572 G-View: View Management for Graph Databases 2025 VLDB 4.1945683e-05
7,983 Dynamic Derivation of Personalized Views 1988 VLDB 4.613363e-05
5,266 Probabilistic Databases with MarkoViews 2012 VLDB 5.5972559e-05
4,563 MultiView: A Methodology for Supporting Multiple Views in Object-Oriented Databases 1992 VLDB 6.084439e-05