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Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes. JMLR. 12:2749-2775.. 2011.
Determining Automatically the Size of Learned Ontologies (short paper). European Conference on Artificial Intelligence (ECAI 2008).. 2008.
Gold Standard Evaluation of Ontology Learning Methods through Ontology Transformation and Alignment.. IEEE Trans. Knowl. Data Eng.. 23:1635-1648.. 2011.
Discovering Subsumption Hierarchies of Ontology Concepts from Text Corpora. IEEE/WIC/ACM International Conference on Web Intelligence.. 2007.
Learning Subsumption Hierarchies of Ontology Concepts from Texts. Web Intelligence and Agent Systems: An International Journal, IOS Press. 8. 2010.
Learning Ontologies of Appropriate Size. Artificial Intelligence: Theory, Methods and Applications (5th Hellenic Conference on Artificial Intelligence, SETN 2008).. 2008.
A Distributional Approach to Evaluating Ontology Learning Methods Using a Gold Standard. Ontology Learning and Population Workshop (OLP 2008), European Conference on Artificial Intelligence (ECAI 2008).. 2008.
Semantic Web Rules for Automated Assessment in Intelligent Tutoring Systems. The 24th Florida Artificial Intelligence Research Society Conference (FLAIRS-24), Special Track on Ontologies and Social Semantic Web for Intelligent Educational Systems (SWEL).. 2011.