Constraint-based Explanation and Repair of Filter-based Transformations
Summary: Emeril interactively synthesizes filter transformations from constraints on code and output data, explaining violations to support bias-aware dataset construction. It finds valid repairs 34% more often and 77% faster than prior state of the art. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Dolan Antenucci (University of Michigan)
- 2. Michael Cafarella (University of Michigan)
BibTeX Citation
@article{antenucci_vldb18,
title = {{Constraint-based Explanation and Repair of Filter-based Transformations}},
author = {Antenucci, Dolan and Cafarella, Michael},
journal = {PVLDB},
series = {{VLDB} '18},
volume = {11},
number = {9},
pages = {947--960},
doi = {10.14778/3213880.3213886},
url = {https://doi.org/10.14778/3213880.3213886},
year = {2018}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 89 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB | 0.00035115118 |
| 389 | Why Not? | 2009 | SIGMOD | 0.00019313101 |
| 621 | On the Provenance of Non-Answers to Queries over Extracted Data | 2008 | VLDB | 0.0001548582 |
| 791 | How to ConQueR Why-Not Questions | 2010 | SIGMOD | 0.00013970743 |
| 862 | SnipSuggest: Context-Aware Autocompletion for SQL | 2011 | VLDB | 0.0001339689 |
| 1,051 | Tiresias: The Database Oracle for How-To Queries | 2012 | SIGMOD | 0.00012274277 |
| 1,115 | Foofah: Transforming Data By Example | 2017 | SIGMOD | 0.00011958625 |
| 2,950 | Reverse Data Management | 2011 | VLDB | 7.817636e-05 |
| 7,766 | Senbazuru: A Prototype Spreadsheet Database Management System | 2013 | VLDB | 5.4556091e-05 |
| 12,303 | A Declarative Query Processing System for Nowcasting | 2017 | VLDB | 4.9769913e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 9,239 | Auto-Test: Learning Semantic-Domain Constraints for Unsupervised Error Detection in Tables | 2025 | SIGMOD |
| 2 | 10,540 | Minimum Change ≠ Best Cleaning: Parallel and Incremental Error Detection under Integrity Constraints | 2026 | SIGMOD |
| 3 | 9,502 | Computing Rule-Based Explanations by Leveraging Counterfactuals | 2023 | VLDB |
| 4 | 804 | Interventional Fairness : Causal Database Repair for Algorithmic Fairness | 2019 | SIGMOD |
| 5 | 11,987 | Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study | 2021 | SIGMOD |
| 6 | 12,053 | CAFE: Constraint-Aware Feature Extraction from Large Databases | 2020 | CIDR |
| 7 | 10,813 | Efficient Query Repair for Aggregate Constraints | 2026 | VLDB |
| 8 | 4,217 | Interactive Mapping Specification with Exemplar Tuples | 2017 | SIGMOD |
| 9 | 6,703 | Toward Interpretable and Actionable Data Analysis with Explanations and Causality | 2022 | VLDB |
| 10 | 1,872 | Predictive Interaction for Data Transformation | 2015 | CIDR |