| 7,200 |
Intermittent Query Processing |
2019 |
VLDB |
5.6756294e-05 |
| 7,232 |
Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications |
2023 |
SIGMOD |
5.6659017e-05 |
| 7,387 |
PIClean: A Probabilistic and Interactive Data Cleaning System |
2019 |
SIGMOD |
5.6270554e-05 |
| 7,396 |
Fast Detection of Denial Constraint Violations |
2022 |
VLDB |
5.6257228e-05 |
| 7,424 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
VLDB |
5.6214566e-05 |
| 7,556 |
ReStore - Neural Data Completion for Relational Databases |
2021 |
SIGMOD |
5.5997742e-05 |
| 7,687 |
ExDRa: Exploratory Data Science on Federated Raw Data |
2021 |
SIGMOD |
5.5671645e-05 |
| 7,880 |
Learning Over Dirty Data Without Cleaning |
2020 |
SIGMOD |
5.5244204e-05 |
| 7,982 |
Fast Approximate Denial Constraint Discovery |
2023 |
VLDB |
5.5138609e-05 |
| 8,058 |
Sparcle: Boosting the Accuracy of Data Cleaning Systems through Spatial Awareness |
2024 |
VLDB |
5.4981306e-05 |
| 8,103 |
The Computation of Optimal Subset Repairs |
2020 |
VLDB |
5.4867244e-05 |
| 8,133 |
Evaluating Top-k Queries with Inconsistency Degrees |
2020 |
VLDB |
5.4813895e-05 |
| 8,160 |
ICARUS: Minimizing Human Effort in Iterative Data Completion |
2018 |
VLDB |
5.4754476e-05 |
| 8,225 |
Deducing Certain Fixes to Graphs |
2019 |
VLDB |
5.4624971e-05 |
| 8,242 |
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics |
2019 |
VLDB |
5.459288e-05 |
| 8,244 |
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning |
2023 |
VLDB |
5.4587712e-05 |
| 8,373 |
Automation of Data Prep, ML, and Data Science: New Cure or Snake Oil? |
2021 |
SIGMOD |
5.4399999e-05 |
| 8,594 |
Exploratory Training: When Annotators Learn About Data |
2023 |
SIGMOD |
5.4053095e-05 |
| 8,686 |
Rapidash: Efficient Detection of Constraint Violations |
2024 |
VLDB |
5.3849387e-05 |
| 8,716 |
nsDB: Architecting the Next Generation Database by Integrating Neural and Symbolic Systems |
2024 |
VLDB |
5.3776746e-05 |
| 8,722 |
Machine Learning Meets Big Spatial Data |
2019 |
VLDB |
5.3769871e-05 |
| 8,724 |
FastPDB: Towards Bag-Probabilistic Queries at Interactive Speeds |
2025 |
SIGMOD |
5.3766157e-05 |
| 8,838 |
The Cost of Representation by Subset Repairs |
2025 |
VLDB |
5.3592132e-05 |
| 9,129 |
DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis |
2018 |
SIGMOD |
5.318789e-05 |
| 9,177 |
VerifAI: Verified Generative AI |
2024 |
CIDR |
5.3078984e-05 |
| 9,193 |
Query-Guided Resolution in Uncertain Databases |
2023 |
SIGMOD |
5.3058708e-05 |
| 9,204 |
Selecting Data to Clean for Fact Checking: Minimizing Uncertainty vs. Maximizing Surprise |
2019 |
VLDB |
5.3058708e-05 |
| 9,245 |
Towards Observability for Production Machine Learning Pipelines |
2022 |
VLDB |
5.2992628e-05 |
| 9,285 |
ZIP: Lazy Imputation during Query Processing |
2024 |
VLDB |
5.292293e-05 |
| 9,290 |
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale |
2022 |
VLDB |
5.2910774e-05 |
| 9,427 |
Discovering Top-k Rules using Subjective and Objective Criteria |
2023 |
SIGMOD |
5.271035e-05 |
| 9,437 |
GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models |
2024 |
SIGMOD |
5.2687567e-05 |
| 9,539 |
DataVinci: Learning Syntactic and Semantic String Repairs |
2025 |
SIGMOD |
5.2528121e-05 |
| 9,550 |
Data Imputation with Limited Data Redundancy Using Data Lakes |
2025 |
VLDB |
5.2528121e-05 |
| 9,614 |
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation |
2021 |
CIDR |
5.2444447e-05 |
| 9,623 |
Incremental Detection of Denial Constraint Violations |
2025 |
VLDB |
5.2434488e-05 |
| 9,627 |
Making It Tractable to Catch Duplicates and Conflicts in Graphs |
2023 |
SIGMOD |
5.2434488e-05 |
| 9,631 |
Lingua Manga: A Generic Large Language Model Centric System for Data Curation |
2023 |
VLDB |
5.2434488e-05 |
| 9,647 |
Rock: Cleaning Data by Embedding ML in Logic Rules |
2024 |
SIGMOD |
5.2430158e-05 |
| 9,653 |
CoClean: Collaborative Data Cleaning |
2020 |
SIGMOD |
5.2425585e-05 |
| 9,699 |
MTSClean: Efficient Constraint-based Cleaning for Multi-Dimensional Time Series Data |
2024 |
VLDB |
5.2351259e-05 |
| 9,838 |
Don’t Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data |
2022 |
VLDB |
5.2103651e-05 |
| 9,923 |
Efficient Differential Dependency Discovery |
2024 |
VLDB |
5.1955087e-05 |
| 9,928 |
EasyDR: A Human-in-the-loop Error Detection&Repair Platform for Holistic Table Cleaning |
2022 |
VLDB |
5.1955087e-05 |
| 9,993 |
In-Database Data Imputation |
2024 |
SIGMOD |
5.1815618e-05 |
| 9,999 |
Discovering Top-k Relevant and Diversified Rules |
2024 |
SIGMOD |
5.1814573e-05 |
| 10,001 |
Reptile: Aggregation-level Explanations for Hierarchical Data |
2022 |
SIGMOD |
5.1814573e-05 |
| 10,042 |
Scalable and Usable Relational Learning With Automatic Language Bias |
2021 |
SIGMOD |
5.1708123e-05 |
| 10,049 |
Towards Interpretable and Learnable Risk Analysis for Entity Resolution |
2020 |
SIGMOD |
5.1685424e-05 |
| 10,065 |
On Saving Outliers for Better Clustering over Noisy Data |
2021 |
SIGMOD |
5.1648805e-05 |