Publications
- Shangpu Jiang, Daniel Lowd, Sabin Kafle, and Dejing Dou 2016 Ontology Matching with Knowledge Rules. LNCS journal Transactions on Large-Scale Data and Knowledge-Centered Systems, Volume 28, pp. 75-95, 2016.
- Shangpu Jiang, Daniel Lowd, and Dejing Dou 2016. A Probabilistic Approach to Knowledge Translation. In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16). (Oral Presentation), February, 2016.
- Shangpu Jiang, Daniel Lowd, and Dejing Dou 2015. Ontology Matching with Knowledge Rules. Proceedings of the 26th International Conference on Database and Expert Systems Applications (DEXA 2015). (Best Paper Award). 2015.
- Dejing Dou, Hao Wang, and Haishan Liu 2015. Semantic Data Mining: A Survey of Ontology-based Approaches. Proceedings of the 9th IEEE Conference on Semantic Computing (ICSC 2015). (Invited Paper). 2015.
- Shangpu Jiang, Daniel Lowd, and Dejing Dou 2012. Learning to Refine an Automatically Extracted Knowledge Base Using Markov Logic. Proceedings of the 12th IEEE International Conference on Data Mining (ICDM 2012) (short paper). 2012.
- Shangpu Jiang, Daniel Lowd and Dejing Dou 2012. Using Markov Logic to Refine an Automatically Extracted Knowledge Base. Proceedings of 2nd Statistical Relational AI Workshop at UAI'12 (StaRAI 2012). 2012
- Daniel Lowd 2012. Closed-Form Learning of Markov Networks from Dependency Networks. Proceedings of the 28th Conference in Uncertainty in Artificial Intelligence (UAI 2012). 2012
- Nafisa Afrin Chowdhury and Dejing Dou 2012. Evaluating Ontology Matchers Using Arbitrary Ontologies and Human Generated Heterogeneities. Proceedings of the 11th International Conference on Ontologies, Databases and Application of SEmantics (ODBASE 2012). 2012.
- Dejing Dou, Han Qin, and Haishan Liu 2011. Semantic Translation for Rule-based Knowledge in Data Mining. In Proceedings of the 22nd International Conference on Database and Expert Systems Applications (DEXA 2011), part II. pp. 74-89, 2011.