SubTab: Data Exploration with Informative Sub-Tables
Summary: SubTab creates small, informative sub-tables (k rows, l columns) from big tables to speed data exploration. It selects representative rows and columns that capture prominent patterns within and across columns to quickly interpret results and guide subsequent queries. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kathy Razmadze
- 2. Yael Amsterdamer
- 3. Amit Somech
- 4. Susan B. Davidson
- 5. Tova Milo
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,894 | TableDC: Deep Clustering for Tabular Data | 2025 | SIGMOD | 4.8925595e-05 |
| 8,862 | TabEE: Tabular Embeddings Explanations | 2024 | SIGMOD | 4.4331977e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 599 | Mining Quantitative Association Rules in Large Relational Tables | 1996 | SIGMOD | 0.00019394214 |
| 1,251 | Exploiting Latent Information in Relational Databases via Word Embedding and Application to Degrees of Disclosure | 2019 | CIDR | 0.00013035649 |
| 1,914 | Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks | 2020 | SIGMOD | 0.00010109102 |
| 3,322 | iCrowd: An Adaptive Crowdsourcing Framework | 2015 | SIGMOD | 7.2230626e-05 |
| 7,872 | Probabilistic Database Summarization for Interactive Data Exploration | 2017 | VLDB | 4.6307184e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,758 | Optimization for Active Learning-based Interactive Database Exploration | 2019 | VLDB | 5.9422515e-05 |
| 8,344 | Exploring the Data Wilderness through Examples | 2019 | SIGMOD | 4.5428111e-05 |
| 8,862 | TabEE: Tabular Embeddings Explanations | 2024 | SIGMOD | 4.4331977e-05 |
| 2,633 | Schema Extraction for Tabular Data on the Web | 2013 | VLDB | 8.4063569e-05 |
| 13,163 | Demonstrating TabEE: Tabular Embedding Explanations | 2024 | VLDB | - |
| 1,099 | Interpretable and Informative Explanations of Outcomes | 2015 | VLDB | 0.00014096312 |
| 9,399 | TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations | 2025 | VLDB | 4.3441378e-05 |
| 1,552 | Overview of Data Exploration Techniques | 2015 | SIGMOD | 0.00011408814 |
| 7,872 | Probabilistic Database Summarization for Interactive Data Exploration | 2017 | VLDB | 4.6307184e-05 |
| 5,989 | Tables As a Paradigm for Querying and Restructuring | 1996 | PODS | 5.2429037e-05 |