Demo Data from EDBT 2026 / reviewers in the wild / expert
Marc Sumner
dblp:43/4995
· DBLP profile ↗
2ranked-venue papers
1as first author
0since 2021 · last 2008
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 1 first-authorDatabases, data management, data science and information retrieval · 1 · 1 first-authorGraphics, computer vision, multimedia, augmented reality and games · 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.
| Artificial intelligence
1 paper |
Knowledge representation and reasoning · 50% Graph learning · 50% | |
| Theoretical computer science
1 paper |
Computational complexity · 100% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Knowledge, reasoning and agents › Knowledge representation and reasoning
probabilistic reasoning |
0.1 | 1 | 2008 | A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC · AAAI 2008 |
Machine learning › Graph learning › relation modeling
relational inference |
0.1 | 1 | 2008 | A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC · AAAI 2008 |
Computational complexity › complexity of reasoning
inference complexity |
0.1 | 1 | 2008 | A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC · AAAI 2008 |
Methods — techniques the papers use, named apart from their topics
MCMC · 0.2
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2008 | A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC
Hoifung Poon, Pedro M. Domingos, Marc Sumner |
AAAI | 3 |
| 2005 | Speeding Up Logistic Model Tree Induction
Marc Sumner, Eibe Frank, Mark A. Hall |
PKDD | 1 |