Demo Data from VLDB 2026 / reviewers in the wild / expert
Tania Roblot
dblp:58/8397 · also Tania K. Roblot, Tania Katell Roblot
· DBLP profile ↗
7ranked-venue papers
6as first author
0since 2021 · last 2018
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Databases, data management, data science and information retrieval · 6 · 6 first-authorArtificial intelligence and machine learning · 1 · 1 first-authorTheory of computation · 1
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Databases, data mining, and information retrieval
2 papers |
Database theory · 54% Data mining · 23% Data models and query languages · 23% | |
| Theoretical computer science
1 paper |
Automated reasoning and model checking · 100% | |
| Artificial intelligence
1 paper |
Probabilistic and Bayesian machine learning · 100% |
Topics — the 5 heaviest of 6, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Database theory
integrity constraints |
0.3 | 1 | 2018 | Probabilistic Cardinality Constraints - Validation, Reasoning, and Semantic Summaries · VLDB J. 2018 |
Database theory
probabilistic databases |
0.3 | 1 | 2018 | Probabilistic Cardinality Constraints - Validation, Reasoning, and Semantic Summaries · VLDB J. 2018 |
Data models and query languages › entity-relationship model
cardinality constraints |
0.3 | 1 | 2017 | Urd: A Data Summarization Tool for the Acquisition of Meaningful Cardinality Constraints with Probabilistic Intervals · ICDE 2017 |
Data mining › data reduction
data summarization |
0.3 | 1 | 2017 | Urd: A Data Summarization Tool for the Acquisition of Meaningful Cardinality Constraints with Probabilistic Intervals · ICDE 2017 |
Automated reasoning and model checking
constraint-based reasoning |
0.1 | 1 | 2018 | Probabilistic Cardinality Constraints - Validation, Reasoning, and Semantic Summaries · VLDB J. 2018 |
Methods — techniques the papers use, named apart from their topics
probabilistic reasoning · 0.7constraint validation · 0.7data summarization · 0.6
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2018 | Cardinality constraints and functional dependencies over possibilistic data
Tania Roblot, Sebastian Link |
Data Knowl. Eng. | 1 |
| 2018 | Probabilistic Cardinality Constraints - Validation, Reasoning, and Semantic Summaries
Tania Roblot, Miika Hannula, Sebastian Link |
VLDB J. | 1 |
| 2017 | Cardinality Constraints with Probabilistic Intervals
Tania Roblot, Sebastian Link |
ER | 1 |
| 2017 | Urd: A Data Summarization Tool for the Acquisition of Meaningful Cardinality Constraints with Probabilistic IntervalsabstractWith an ever-growing number of applications producing uncertain data, the probabilistic data model has gained renewed attention. Probabilistic cardinality constraints stipulate a range on the marginal probability by which cardinality constraints hold in probabilistic databases. The core challenge is in identifying the bounds that are meaningful in a given application domain. Our tool helps data and domain experts jointly tackle that challenge. The demo showcases our prototype, which computes perfect data summarizations for any set of probabilistic cardinality constraints: Armstrong databases. Tania Roblot, Sebastian Link |
ICDE | 1 |
| 2016 | Possibilistic Cardinality Constraints and Functional Dependencies
Tania Roblot, Sebastian Link |
ER | 1 |
| 2015 | Probabilistic Cardinality Constraints
Tania Roblot, Sebastian Link |
ER | 1 |
| 2011 | Finite state complexity
Cristian S. Calude, Kai Salomaa, Tania Roblot |
Theor. Comput. Sci. | 3 |