| 1,481 |
Automating Large-Scale Data Quality Verification |
2018 |
VLDB |
0.00011715754 |
| 1,895 |
Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning |
2020 |
VLDB |
0.00010174634 |
| 2,082 |
Efficient Discovery of Approximate Dependencies |
2018 |
VLDB |
9.5875364e-05 |
| 2,258 |
Efficient Denial Constraint Discovery with Hydra |
2018 |
VLDB |
9.1804145e-05 |
| 2,484 |
Discovery of Approximate (and Exact) Denial Constraints |
2020 |
VLDB |
8.6737275e-05 |
| 2,657 |
Detecting Logic Bugs of Join Optimizations in DBMS |
2023 |
SIGMOD |
8.3636172e-05 |
| 2,968 |
Raha: A Configuration-Free Error Detection System |
2019 |
SIGMOD |
7.7964476e-05 |
| 2,990 |
FastQRE: Fast Query Reverse Engineering |
2018 |
SIGMOD |
7.7727915e-05 |
| 3,473 |
Data Profiling – A Tutorial |
2017 |
SIGMOD |
7.0623537e-05 |
| 3,798 |
Stitching Web Tables for Improving Matching Quality |
2017 |
VLDB |
6.753528e-05 |
| 4,129 |
A Statistical Perspective on Discovering Functional Dependencies in Noisy Data |
2020 |
SIGMOD |
6.4208557e-05 |
| 5,389 |
Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search |
2021 |
VLDB |
5.5339832e-05 |
| 5,622 |
Distributed implementations of dependency discovery algorithms |
2019 |
VLDB |
5.4050344e-05 |
| 6,071 |
Observatory: Characterizing Embeddings of Relational Tables |
2024 |
VLDB |
5.2231739e-05 |
| 7,073 |
Mining Approximate Acyclic Schemes from Relations |
2020 |
SIGMOD |
4.8378353e-05 |
| 7,187 |
Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) |
2019 |
VLDB |
4.8020046e-05 |
| 7,283 |
Discovering Association Rules from Big Graphs |
2022 |
VLDB |
4.7716465e-05 |
| 7,361 |
Discovery Algorithms for Embedded Functional Dependencies |
2020 |
SIGMOD |
4.7469673e-05 |
| 7,840 |
Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes |
2021 |
SIGMOD |
4.6337164e-05 |
| 8,087 |
Discovery and Ranking of Embedded Uniqueness Constraints |
2019 |
VLDB |
4.5858215e-05 |
| 8,470 |
Rapidash: Efficient Detection of Constraint Violations |
2024 |
VLDB |
4.4993203e-05 |
| 8,472 |
DataProf: Semantic Profiling for Iterative Data Cleansing and Business Rule Acquisition |
2018 |
SIGMOD |
4.4985733e-05 |
| 8,698 |
Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization |
2022 |
CIDR |
4.4604438e-05 |
| 8,836 |
Fast Approximate Denial Constraint Discovery |
2023 |
VLDB |
4.4350633e-05 |
| 8,851 |
Hitting Set Enumeration with Partial Information for Unique Column Combination Discovery |
2020 |
VLDB |
4.4322123e-05 |
| 9,362 |
Discovering Top-k Rules using Subjective and Objective Criteria |
2023 |
SIGMOD |
4.3472627e-05 |
| 9,416 |
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications |
2023 |
VLDB |
4.3399748e-05 |
| 9,489 |
Making It Tractable to Catch Duplicates and Conflicts in Graphs |
2023 |
SIGMOD |
4.3300131e-05 |
| 9,647 |
Discovering Functional Dependencies through Hitting Set Enumeration |
2024 |
SIGMOD |
4.3067693e-05 |
| 9,650 |
DAFDiscover: Robust Mining Algorithm for Dynamic Approximate Functional Dependencies on Dirty Data |
2024 |
VLDB |
4.3067693e-05 |
| 9,748 |
Efficient Differential Dependency Discovery |
2024 |
VLDB |
4.2856385e-05 |
| 9,847 |
Discovering Top-k Relevant and Diversified Rules |
2024 |
SIGMOD |
4.2680295e-05 |
| 9,962 |
Parallel Rule Discovery from Large Datasets by Sampling |
2022 |
SIGMOD |
4.2254157e-05 |
| 10,029 |
Outliers: The Good, the Bad and the Ugly |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,499 |
Incremental Rule Discovery in Response to Parameter Updates |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,517 |
Synthesizing Third Normal Form Schemata that Minimize Integrity Maintenance and Update Overheads: Parameterizing 3NF by the Numbers of Minimal Keys and Functional Dependencies |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,595 |
Efficient Discovery of Relaxed Functional Dependencies |
2025 |
VLDB |
4.1905499e-05 |
| 10,687 |
How and Why False Denial Constraints are Discovered |
2025 |
VLDB |
4.1905499e-05 |
| 10,797 |
FDepHunter: Harnessing Negative Examples to Expose Fakes and Reveal Ghosts |
2025 |
VLDB |
4.1905499e-05 |
| 11,004 |
Capturing More Associations by Referencing External Graphs |
2024 |
VLDB |
4.1905499e-05 |
| 11,013 |
Mixed Covers of Keys and Functional Dependencies for Maintaining the Integrity of Data under Updates |
2024 |
VLDB |
4.1905499e-05 |
| 11,027 |
SplitDF: Splitting Dataframes for Memory-Efficient Data Analysis |
2024 |
VLDB |
4.1905499e-05 |
| 11,176 |
Composite Object Normal Forms: Parameterizing Boyce-Codd Normal Form by the Number of Minimal Keys |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,368 |
Statistical Schema Learning using Occam's Razor |
2022 |
SIGMOD |
4.1905499e-05 |
| 11,494 |
Logical Schema Design that Quantifies Update Inefficiency and Join Efficiency |
2021 |
SIGMOD |
4.1905499e-05 |
| 11,550 |
Making DBMSes Dependency-Aware |
2020 |
CIDR |
4.1905499e-05 |