Concepedia

Tias Guns

TG

25

Publications

1.1K

Citations

20

H-Index

2008

Active since

Affiliations

KU Leuven(Current)

Vrije Universiteit Brussel

Monash University

Solvay (Belgium)

The University of Melbourne

Tias Guns is an author at KU Leuven specializing in data science, engineering, and computer science.

Top concepts

Data ScienceEngineeringComputer ScienceMachine LearningData MiningKnowledge DiscoveryCombinatorial OptimizationArtificial IntelligenceFrequent Pattern MiningPredictive Analytics

Publications per year

2008–2024

25

Publications

25

Itemset mining: A constraint programming perspective

Tias Guns, Siegfried Nijssen, Luc De Raedt · Artificial Intelligence · 2011 · 158 citations · Full text

Engineering, Information Retrieval, Data Science +8

Constraint programming for itemset mining

Luc De Raedt, Tias Guns, Siegfried Nijssen · 2008 · 140 citations · Full text

Constraint Solving, Engineering, Information Retrieval +15

k-Pattern Set Mining under Constraints

Tias Guns, Siegfried Nijssen, Luc De Raedt · IEEE Transactions on Knowledge and Data Engineering · 2011 · 81 citations · Full text

Artificial Intelligence, Mining Problem, Frequent Pattern Mining +14

Correlated itemset mining in ROC space

Siegfried Nijssen, Tias Guns, Luc De Raedt · 2009 · 70 citations · Full text

Correlated Itemset Miners, Engineering, Frequent Pattern Mining +14

Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities

Jayanta Mandi, James Kotary, Senne Berden et al. · Journal of Artificial Intelligence Research · 2024 · 65 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

Rows per page

1–5 of 25