Concepedia

Lilyana Mihalkova

LM

9

Publications

1.1K

Citations

9

H-Index

2006

Active since

Affiliations

The University of Texas at Austin(Current)

University of Maryland, College Park

Lilyana Mihalkova is an author at The University of Texas at Austin specializing in data science, knowledge discovery, and engineering.

Top concepts

EngineeringData ScienceKnowledge DiscoverySemantic WebComputer ScienceMachine LearningStatistical Relational LearningData ModelingNatural Language ProcessingData Mining

Publications per year

2006–2014

9

Publications

9

Mapping and revising Markov logic networks for transfer learning

Lilyana Mihalkova, Tuyen N. Huynh, Raymond J. Mooney · 2007 · 295 citations

Artificial Intelligence, Natural Language Processing, Markov Logic Networks +15

Bottom-up learning of Markov logic network structure

Lilyana Mihalkova, Raymond J. Mooney · 2007 · 168 citations

Natural Language Processing, Artificial Intelligence, Markov Logic Networks +13

Active Learning for Networked Data

Mustafa Bilgic, Lilyana Mihalkova, Lise Getoor · 2010 · 149 citations

Probabilistic Similarity Logic

Matthias Bröcheler, Lilyana Mihalkova, Lise Getoor · arXiv (Cornell University) · 2012 · 127 citations · Full text

Engineering, Machine Learning, Probabilistic Similarity Logic +16

Learning statistical models from relational data

Lise Getoor, Lilyana Mihalkova · 2011 · 121 citations

Relational Database, Engineering, Knowledge Extraction +18

Rows per page

1–5 of 9