| 894 |
A Hybrid Approach to Functional Dependency Discovery |
2016 |
SIGMOD |
0.00015556428 |
| 1,625 |
Data Profiling with Metanome |
2015 |
VLDB |
0.00011094926 |
| 1,940 |
SliceLine: Fast, Linear-Algebra-based Slice Finding for ML Model Debugging |
2021 |
SIGMOD |
0.00010020173 |
| 2,077 |
Efficient Discovery of Approximate Dependencies |
2018 |
VLDB |
9.6001836e-05 |
| 2,253 |
Efficient Denial Constraint Discovery with Hydra |
2018 |
VLDB |
9.1937209e-05 |
| 2,483 |
Discovery of Approximate (and Exact) Denial Constraints |
2020 |
VLDB |
8.6864916e-05 |
| 2,574 |
Discovery of Genuine Functional Dependencies from Relational Data with Missing Values |
2018 |
VLDB |
8.5173637e-05 |
| 2,865 |
Designing Succinct Secondary Indexing Mechanism by Exploiting Column Correlations |
2019 |
SIGMOD |
7.9862595e-05 |
| 3,396 |
Automatic Data Repair: Are We Ready to Deploy? |
2024 |
VLDB |
7.1455126e-05 |
| 3,440 |
Approximate Denial Constraints |
2020 |
VLDB |
7.0918817e-05 |
| 3,501 |
MT-TeQL: Evaluating and Augmenting Neural NLIDB on Real-world Linguistic and Schema Variations |
2022 |
VLDB |
7.0366785e-05 |
| 3,702 |
Every Row Counts: Combining Sketches and Sampling for Accurate Group-By Result Estimates |
2019 |
CIDR |
6.8295759e-05 |
| 3,976 |
UGuide – User-Guided Discovery of FD-Detectable Errors |
2017 |
SIGMOD |
6.5736462e-05 |
| 4,127 |
A Statistical Perspective on Discovering Functional Dependencies in Noisy Data |
2020 |
SIGMOD |
6.4310458e-05 |
| 4,744 |
Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization |
2017 |
VLDB |
5.957936e-05 |
| 5,191 |
Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances |
2019 |
SIGMOD |
5.6378768e-05 |
| 5,192 |
Pattern Functional Dependencies for Data Cleaning |
2020 |
VLDB |
5.6375087e-05 |
| 5,280 |
Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V |
2023 |
VLDB |
5.5896735e-05 |
| 5,383 |
Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search |
2021 |
VLDB |
5.5393038e-05 |
| 5,613 |
Distributed implementations of dependency discovery algorithms |
2019 |
VLDB |
5.4102298e-05 |
| 5,618 |
Explaining Repaired Data with CFDs |
2018 |
VLDB |
5.4079415e-05 |
| 5,910 |
Normalizing Property Graphs |
2023 |
VLDB |
5.2768691e-05 |
| 6,280 |
Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks |
2023 |
VLDB |
5.1290457e-05 |
| 6,944 |
DataPrism: Exposing Disconnect between Data and Systems |
2022 |
SIGMOD |
4.8912787e-05 |
| 7,185 |
Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) |
2019 |
VLDB |
4.8066159e-05 |
| 7,202 |
Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems |
2021 |
SIGMOD |
4.8023314e-05 |
| 7,287 |
Discovering Association Rules from Big Graphs |
2022 |
VLDB |
4.7762276e-05 |
| 7,366 |
Discovery Algorithms for Embedded Functional Dependencies |
2020 |
SIGMOD |
4.7515248e-05 |
| 7,714 |
Identifying Insufficient Data Coverage in Databases with Multiple Relations |
2020 |
VLDB |
4.6700455e-05 |
| 7,926 |
CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning |
2021 |
SIGMOD |
4.6144554e-05 |
| 8,085 |
Discovery and Ranking of Embedded Uniqueness Constraints |
2019 |
VLDB |
4.5902231e-05 |
| 8,743 |
CtxPipe: Context-aware Data Preparation Pipeline Construction for Machine Learning |
2024 |
SIGMOD |
4.456315e-05 |
| 9,355 |
Discovering Top-k Rules using Subjective and Objective Criteria |
2023 |
SIGMOD |
4.3514328e-05 |
| 9,646 |
Discovering Functional Dependencies through Hitting Set Enumeration |
2024 |
SIGMOD |
4.3109001e-05 |
| 9,749 |
Efficient Differential Dependency Discovery |
2024 |
VLDB |
4.2897489e-05 |
| 9,847 |
Discovering Top-k Relevant and Diversified Rules |
2024 |
SIGMOD |
4.2721228e-05 |
| 10,019 |
Guardrail: Automated Integrity Constraint Synthesis From Noisy Data |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,587 |
Efficient Discovery of Relaxed Functional Dependencies |
2025 |
VLDB |
4.1945683e-05 |
| 10,791 |
FDepHunter: Harnessing Negative Examples to Expose Fakes and Reveal Ghosts |
2025 |
VLDB |
4.1945683e-05 |
| 11,001 |
Capturing More Associations by Referencing External Graphs |
2024 |
VLDB |
4.1945683e-05 |
| 11,010 |
Mixed Covers of Keys and Functional Dependencies for Maintaining the Integrity of Data under Updates |
2024 |
VLDB |
4.1945683e-05 |
| 11,024 |
SplitDF: Splitting Dataframes for Memory-Efficient Data Analysis |
2024 |
VLDB |
4.1945683e-05 |
| 11,187 |
Regularized Pairwise Relationship based Analytics for Structured Data |
2023 |
SIGMOD |
4.1945683e-05 |
| 11,490 |
Logical Schema Design that Quantifies Update Inefficiency and Join Efficiency |
2021 |
SIGMOD |
4.1945683e-05 |