Concepedia

Ulf Brefeld

UB

Statistics

Publications

34

Citations

1.9K

H-Index

21

Active since

2004

Affiliations

Leuphana University of Lüneburg(Current)

Technische Universität Berlin

Humboldt-Universität zu Berlin

University of Tübingen

Ulf Brefeld is an author at Leuphana University of Lüneburg specializing in engineering, data science, and knowledge discovery.

Top concepts

EngineeringData ScienceMachine LearningKnowledge DiscoveryData MiningComputer SciencePattern RecognitionText MiningNatural Language ProcessingSupervised Learning

Publications per year

2004–2022

34

Publications

34

Toward Supervised Anomaly Detection

Nico Goernitz, Michael Kloft, Konrad Rieck et al. · Journal of Artificial Intelligence Research · 2013 · 371 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +16

Efficient and Accurate Lp-Norm Multiple Kernel Learning

Marius Kloft, Ulf Brefeld, Pavel Laskov et al. · 2009 · 218 citations

Multiple Kernels, Systems Biology, Engineering +15

Co-EM support vector learning

Ulf Brefeld, Tobias Scheffer · 2004 · 200 citations

Engineering, Machine Learning, Multi-view Algorithms +18

Efficient co-regularised least squares regression

Ulf Brefeld, Thomas Gärtner, Tobias Scheffer et al. · 2006 · 154 citations

Unlabelled Examples, Engineering, Machine Learning +20

Semi-supervised learning for structured output variables

Ulf Brefeld, Tobias Scheffer · 2006 · 79 citations

Natural Language Processing, Artificial Intelligence, Structured Prediction +14

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