| 991 |
Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System |
2017 |
VLDB |
0.00014807273 |
| 1,420 |
Data Management Challenges in Production Machine Learning |
2017 |
SIGMOD |
0.00012057956 |
| 1,612 |
Detecting Data Errors: Where are we and what needs to be done? |
2016 |
VLDB |
0.00011142794 |
| 1,993 |
Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning |
2020 |
SIGMOD |
9.8453334e-05 |
| 2,132 |
Towards Sustainable Insights or why polygamy is bad for you |
2017 |
CIDR |
9.4770432e-05 |
| 2,588 |
Database Learning: Toward a Database that Becomes Smarter Every Time |
2017 |
SIGMOD |
8.4909562e-05 |
| 2,825 |
Smile: A System to Support Machine Learning on EEG Data at Scale |
2019 |
VLDB |
8.0563426e-05 |
| 2,953 |
Moment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries |
2018 |
VLDB |
7.8267643e-05 |
| 3,393 |
Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows |
2022 |
VLDB |
7.1483239e-05 |
| 3,546 |
Extracting Top-K Insights from Multi-dimensional Data |
2017 |
SIGMOD |
6.9870745e-05 |
| 3,835 |
I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making |
2017 |
VLDB |
6.7163364e-05 |
| 4,540 |
Automating Exploratory Data Analysis via Machine Learning: An Overview |
2020 |
SIGMOD |
6.1033443e-05 |
| 4,681 |
Adaptive Sampling for Rapidly Matching Histograms |
2018 |
VLDB |
6.0034918e-05 |
| 4,825 |
Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks |
2021 |
SIGMOD |
5.8946721e-05 |
| 5,217 |
QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data |
2019 |
SIGMOD |
5.6227959e-05 |
| 5,484 |
DeepEye: Creating Good Data Visualizations by Keyword Search |
2018 |
SIGMOD |
5.4826544e-05 |
| 5,785 |
REACT: Context-Sensitive Recommendations for Data Analysis |
2016 |
SIGMOD |
5.3284468e-05 |
| 5,810 |
Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data |
2020 |
SIGMOD |
5.3178017e-05 |
| 5,981 |
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python |
2021 |
SIGMOD |
5.2448986e-05 |
| 6,009 |
COVIZ: A System for Visual Formation and Exploration of Patient Cohorts |
2019 |
VLDB |
5.2415551e-05 |
| 6,514 |
Spade: A Modular Framework for Analytical Exploration of RDF Graphs |
2019 |
VLDB |
5.0321577e-05 |
| 6,526 |
Data Collection and Quality Challenges for Deep Learning |
2020 |
VLDB |
5.0267429e-05 |
| 6,624 |
Fast-Forwarding to Desired Visualizations with zenvisage |
2017 |
CIDR |
4.9890732e-05 |
| 6,842 |
Towards Democratizing Relational Data Visualization |
2019 |
SIGMOD |
4.9103931e-05 |
| 7,534 |
Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams |
2022 |
VLDB |
4.7180004e-05 |
| 8,296 |
Modern Recommender Systems: from Computing Matrices to Thinking with Neurons |
2018 |
SIGMOD |
4.5435639e-05 |
| 8,388 |
FEDEX: An Explainability Framework for Data Exploration Steps |
2022 |
VLDB |
4.5297787e-05 |
| 8,830 |
LensXPlain: Visualizing and Explaining Contributing Subsets for Aggregate Query Answers |
2019 |
VLDB |
4.4404336e-05 |
| 9,035 |
Data-Driven Insight Synthesis for Multi-Dimensional Data |
2024 |
VLDB |
4.4039656e-05 |
| 9,175 |
Efficient Exploration of Interesting Aggregates in RDF Graphs |
2021 |
SIGMOD |
4.383548e-05 |
| 9,365 |
Falcon: Fair Active Learning using Multi-armed Bandits |
2024 |
VLDB |
4.3502315e-05 |
| 9,644 |
Fair and Actionable Causal Prescription Ruleset |
2025 |
SIGMOD |
4.3109001e-05 |
| 9,830 |
Towards Autonomous, Hands-Free Data Exploration |
2020 |
CIDR |
4.2751057e-05 |
| 9,850 |
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics |
2021 |
VLDB |
4.2721228e-05 |
| 9,992 |
Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First |
2026 |
CIDR |
4.1945683e-05 |
| 10,147 |
Causal Explanations for Disparate Trends: Where and Why? |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,152 |
Data-Semantics-Aware Recommendation of Diverse Pivot Tables |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,454 |
SeerCuts: Explainable Attribute Discretization |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,685 |
LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes |
2025 |
VLDB |
4.1945683e-05 |
| 10,740 |
Finding Convincing Views to Endorse a Claim |
2025 |
VLDB |
4.1945683e-05 |
| 10,784 |
Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models |
2025 |
VLDB |
4.1945683e-05 |
| 10,875 |
SDEcho: Efficient Explanation of Aggregated Sequence Difference |
2025 |
VLDB |
4.1945683e-05 |
| 11,217 |
Efficient Approximation Framework for Attribute Recommendation |
2023 |
SIGMOD |
4.1945683e-05 |
| 11,419 |
On Detecting Cherry-picked Generalizations |
2022 |
VLDB |
4.1945683e-05 |
| 11,474 |
Exploring Ratings in Subjective Databases |
2021 |
SIGMOD |
4.1945683e-05 |
| 11,568 |
Interactive View Recommendation |
2020 |
SIGMOD |
4.1945683e-05 |
| 11,691 |
Enabling Data Science for the Majority |
2019 |
VLDB |
4.1945683e-05 |
| 11,777 |
Scout: A GPU-Aware System for Interactive Spatio-temporal Data Visualization |
2017 |
SIGMOD |
4.1945683e-05 |
| 11,786 |
Safe Visual Data Exploration |
2017 |
SIGMOD |
4.1945683e-05 |
| 11,796 |
A Declarative Query Processing System for Nowcasting |
2017 |
VLDB |
4.1945683e-05 |