| 890 |
A Hybrid Approach to Functional Dependency Discovery |
2016 |
SIGMOD |
0.00015542177 |
| 1,627 |
Data Profiling with Metanome |
2015 |
VLDB |
0.0001108421 |
| 1,942 |
SliceLine: Fast, Linear-Algebra-based Slice Finding for ML Model Debugging |
2021 |
SIGMOD |
0.00010010569 |
| 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 |
| 2,576 |
Discovery of Genuine Functional Dependencies from Relational Data with Missing Values |
2018 |
VLDB |
8.509121e-05 |
| 2,868 |
Designing Succinct Secondary Indexing Mechanism by Exploiting Column Correlations |
2019 |
SIGMOD |
7.9856878e-05 |
| 3,397 |
Automatic Data Repair: Are We Ready to Deploy? |
2024 |
VLDB |
7.1386386e-05 |
| 3,448 |
Approximate Denial Constraints |
2020 |
VLDB |
7.081095e-05 |
| 3,506 |
MT-TeQL: Evaluating and Augmenting Neural NLIDB on Real-world Linguistic and Schema Variations |
2022 |
VLDB |
7.0301746e-05 |
| 3,706 |
Every Row Counts: Combining Sketches and Sampling for Accurate Group-By Result Estimates |
2019 |
CIDR |
6.8232992e-05 |
| 3,977 |
UGuide – User-Guided Discovery of FD-Detectable Errors |
2017 |
SIGMOD |
6.5670094e-05 |
| 4,129 |
A Statistical Perspective on Discovering Functional Dependencies in Noisy Data |
2020 |
SIGMOD |
6.4208557e-05 |
| 4,740 |
Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization |
2017 |
VLDB |
5.9515736e-05 |
| 5,192 |
Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances |
2019 |
SIGMOD |
5.6324589e-05 |
| 5,203 |
Pattern Functional Dependencies for Data Cleaning |
2020 |
VLDB |
5.628087e-05 |
| 5,283 |
Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V |
2023 |
VLDB |
5.5843052e-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 |
| 5,626 |
Explaining Repaired Data with CFDs |
2018 |
VLDB |
5.4032498e-05 |
| 5,911 |
Normalizing Property Graphs |
2023 |
VLDB |
5.2718035e-05 |
| 6,279 |
Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks |
2023 |
VLDB |
5.1241232e-05 |
| 6,948 |
DataPrism: Exposing Disconnect between Data and Systems |
2022 |
SIGMOD |
4.8865863e-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 |
| 7,571 |
Identifying Insufficient Data Coverage in Databases with Multiple Relations |
2020 |
VLDB |
4.7037322e-05 |
| 7,607 |
Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems |
2021 |
SIGMOD |
4.6931274e-05 |
| 7,927 |
CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning |
2021 |
SIGMOD |
4.6100307e-05 |
| 8,087 |
Discovery and Ranking of Embedded Uniqueness Constraints |
2019 |
VLDB |
4.5858215e-05 |
| 8,739 |
CtxPipe: Context-aware Data Preparation Pipeline Construction for Machine Learning |
2024 |
SIGMOD |
4.4520434e-05 |
| 9,362 |
Discovering Top-k Rules using Subjective and Objective Criteria |
2023 |
SIGMOD |
4.3472627e-05 |
| 9,647 |
Discovering Functional Dependencies through Hitting Set Enumeration |
2024 |
SIGMOD |
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 |
| 10,019 |
Guardrail: Automated Integrity Constraint Synthesis From Noisy Data |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,595 |
Efficient Discovery of Relaxed Functional Dependencies |
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 |
| 11,189 |
Regularized Pairwise Relationship based Analytics for Structured Data |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,494 |
Logical Schema Design that Quantifies Update Inefficiency and Join Efficiency |
2021 |
SIGMOD |
4.1905499e-05 |