Publications
2001. Multi-relational data mining using probabilistic relational models: research summary. In Proceedings of the First Workshop in Multi-relational Data Mining.
2011. Learning statistical models from relational data. Proceedings of the 2011 international conference on Management of data. :1195-1198.
2006. An introduction to probabilistic graphical models for relational data. Data Engineering Bulletin. 29(1)
2005. Link Mining for the Semantic Web, Position Statement. Proceedings of the Dagstuhl Seminar in Machine Learning for the Semantic Web.
2000. From instances to classes in probabilistic relational models. Proc. ICML 2000 Workshop on Attribute-Value and Relational Learning.
2005. Link-based classification. Advanced methods for knowledge discovery from complex data. :189-207.
2007. Combining Tuple and Attribute Uncertainty in Probabilistic Databases. The first international VLDB workshop on Management of Uncertain Data. :1-1.
2007. Probabilistic Relational Models. Introduction to Statistical Relational LearningIntroduction to Statistical Relational Learning. :129-129.
2005. Introduction to the special issue on link mining. ACM SIGKDD Explorations Newsletter. 7(2):1-2.
1999. Using probabilistic relational models for collaborative filtering. Proc. Workshop Web Usage Analysis and User Profiling (WEBKDD’99).
2002. Learning structured statistical models from relational data. Linköping Electronic Articles in Computer and Information Science. 7:13-13.
2004. Understanding tuberculosis epidemiology using structured statistical models. Artificial Intelligence in Medicine. 30(3):233-256.
2011. Exploiting statistical and relational information on the web and in social media. Proceedings of the fourth ACM international conference on Web search and data mining. :9-10.
2001. Learning probabilistic models of relational structure. MACHINE LEARNING-INTERNATIONAL WORKSHOP. :170-177.
2001. Probabilistic models of text and link structure for hypertext classification. IJCAI workshop on text learning: beyond supervision. :24-29.
1994. Visualization in the information highway. Proceedings of the conference on Visualization '94. :4-7.
2009. In Situ Characterization and Modeling of Strains near Embedded Electronic Components During Processing and Break-in for Multifunctional Polymer Structures. Advances in Mathematical Modeling and Experimental Methods for Materials and Structures. 168:145-159.