COUNTATA: Dataset Labeling Using Pattern Counts

Summary: Countata introduces a label-based compact summary of attribute-pattern counts to estimate multi-attribute frequencies without enumerating all combinations. It defines an estimation function mapping labels to counts, analyzes the label-size and error trade-off, and demonstrates the prototype on real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12140
Venue: VLDB
Year: 2020
Pagerank: -
Overall Rank: 13,282 | 7.60%
DOI: 10.14778/3415478.3415486

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Yuval Moskovitch
2. H. V. Jagadish

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
7,191	A Nutritional Label for Rankings	2018	SIGMOD	4.8049534e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
10,288	TATA: An Efficient Framework for Task Transfer in Query Plan Representation	2026	VLDB	4.1945683e-05
9,388	CEDA: Learned Cardinality Estimation with Domain Adaptation	2023	VLDB	4.3443083e-05
7,251	Learning to Sample: Counting with Complex Queries	2020	VLDB	4.7890519e-05
6,805	Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining	1998	VLDB	4.9222308e-05
3,702	Every Row Counts: Combining Sketches and Sampling for Accurate Group-By Result Estimates	2019	CIDR	6.8295759e-05
2,334	Counting with the Crowd	2013	VLDB	9.0161817e-05
5,729	KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing	2015	VLDB	5.3506368e-05
11,304	Bayesian Sketches for Volume Estimation in Data Streams	2023	VLDB	4.1945683e-05
39	Statistical Estimators for Relational Algebra Expressions	1988	PODS	0.00074745564
6,244	Approximate Distinct Counts for Billions of Datasets	2019	SIGMOD	5.139669e-05