| 992 |
Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System |
2017 |
VLDB |
0.00014795333 |
| 1,403 |
Detecting Data Errors: Where are we and what needs to be done? |
2016 |
VLDB |
0.00012180046 |
| 1,422 |
Data Management Challenges in Production Machine Learning |
2017 |
SIGMOD |
0.00012050431 |
| 1,992 |
Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning |
2020 |
SIGMOD |
9.8415851e-05 |
| 2,135 |
Towards Sustainable Insights or why polygamy is bad for you |
2017 |
CIDR |
9.4681152e-05 |
| 2,589 |
Database Learning: Toward a Database that Becomes Smarter Every Time |
2017 |
SIGMOD |
8.4868591e-05 |
| 2,831 |
Smile: A System to Support Machine Learning on EEG Data at Scale |
2019 |
VLDB |
8.0485807e-05 |
| 2,954 |
Moment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries |
2018 |
VLDB |
7.8218804e-05 |
| 3,393 |
Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows |
2022 |
VLDB |
7.1415762e-05 |
| 3,542 |
Extracting Top-K Insights from Multi-dimensional Data |
2017 |
SIGMOD |
6.9896948e-05 |
| 3,841 |
I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making |
2017 |
VLDB |
6.7090738e-05 |
| 4,540 |
Automating Exploratory Data Analysis via Machine Learning: An Overview |
2020 |
SIGMOD |
6.0978937e-05 |
| 4,679 |
Adaptive Sampling for Rapidly Matching Histograms |
2018 |
VLDB |
5.9978792e-05 |
| 4,829 |
Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks |
2021 |
SIGMOD |
5.8890126e-05 |
| 5,193 |
QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data |
2019 |
SIGMOD |
5.6322426e-05 |
| 5,493 |
DeepEye: Creating Good Data Visualizations by Keyword Search |
2018 |
SIGMOD |
5.4773922e-05 |
| 5,796 |
REACT: Context-Sensitive Recommendations for Data Analysis |
2016 |
SIGMOD |
5.3233294e-05 |
| 5,815 |
Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data |
2020 |
SIGMOD |
5.3158788e-05 |
| 5,984 |
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python |
2021 |
SIGMOD |
5.2400405e-05 |
| 6,014 |
COVIZ: A System for Visual Formation and Exploration of Patient Cohorts |
2019 |
VLDB |
5.2365238e-05 |
| 6,510 |
Spade: A Modular Framework for Analytical Exploration of RDF Graphs |
2019 |
VLDB |
5.0273291e-05 |
| 6,526 |
Data Collection and Quality Challenges for Deep Learning |
2020 |
VLDB |
5.0219175e-05 |
| 6,623 |
Fast-Forwarding to Desired Visualizations with zenvisage |
2017 |
CIDR |
4.984297e-05 |
| 6,840 |
Towards Democratizing Relational Data Visualization |
2019 |
SIGMOD |
4.9058387e-05 |
| 7,533 |
Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams |
2022 |
VLDB |
4.7134753e-05 |
| 8,290 |
Modern Recommender Systems: from Computing Matrices to Thinking with Neurons |
2018 |
SIGMOD |
4.5392079e-05 |
| 8,388 |
FEDEX: An Explainability Framework for Data Exploration Steps |
2022 |
VLDB |
4.525436e-05 |
| 8,830 |
LensXPlain: Visualizing and Explaining Contributing Subsets for Aggregate Query Answers |
2019 |
VLDB |
4.4361772e-05 |
| 9,019 |
Data-Driven Insight Synthesis for Multi-Dimensional Data |
2024 |
VLDB |
4.4052498e-05 |
| 9,179 |
Efficient Exploration of Interesting Aggregates in RDF Graphs |
2021 |
SIGMOD |
4.3793465e-05 |
| 9,373 |
Falcon: Fair Active Learning using Multi-armed Bandits |
2024 |
VLDB |
4.3460825e-05 |
| 9,644 |
Fair and Actionable Causal Prescription Ruleset |
2025 |
SIGMOD |
4.3067693e-05 |
| 9,829 |
Towards Autonomous, Hands-Free Data Exploration |
2020 |
CIDR |
4.2710095e-05 |
| 9,850 |
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics |
2021 |
VLDB |
4.2680295e-05 |
| 9,991 |
Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First |
2026 |
CIDR |
4.1905499e-05 |
| 10,147 |
Causal Explanations for Disparate Trends: Where and Why? |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,152 |
Data-Semantics-Aware Recommendation of Diverse Pivot Tables |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,464 |
SeerCuts: Explainable Attribute Discretization |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,693 |
LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes |
2025 |
VLDB |
4.1905499e-05 |
| 10,747 |
Finding Convincing Views to Endorse a Claim |
2025 |
VLDB |
4.1905499e-05 |
| 10,790 |
Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models |
2025 |
VLDB |
4.1905499e-05 |
| 10,879 |
SDEcho: Efficient Explanation of Aggregated Sequence Difference |
2025 |
VLDB |
4.1905499e-05 |
| 11,219 |
Efficient Approximation Framework for Attribute Recommendation |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,422 |
On Detecting Cherry-picked Generalizations |
2022 |
VLDB |
4.1905499e-05 |
| 11,478 |
Exploring Ratings in Subjective Databases |
2021 |
SIGMOD |
4.1905499e-05 |
| 11,572 |
Interactive View Recommendation |
2020 |
SIGMOD |
4.1905499e-05 |
| 11,696 |
Enabling Data Science for the Majority |
2019 |
VLDB |
4.1905499e-05 |
| 11,785 |
Scout: A GPU-Aware System for Interactive Spatio-temporal Data Visualization |
2017 |
SIGMOD |
4.1905499e-05 |
| 11,794 |
Safe Visual Data Exploration |
2017 |
SIGMOD |
4.1905499e-05 |
| 11,804 |
A Declarative Query Processing System for Nowcasting |
2017 |
VLDB |
4.1905499e-05 |