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Learning Probabilistic Models of Relational Structure

, , , and . Proceedings of the Eighteenth International Conference on Machine Learning (ICML-01), page 170--177. Williamstown, MA, USA, Morgan Kaufmann, (2001)

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Learning probabilistic relational models with Structural Uncertainty, , , and . Proceedings of the AAAI-2000 Workshop on Learning Statistical Models from Relational Data, page 13--20. (2000)Learning Probabilistic Models of Relational Structure, , , and . Proceedings of the Eighteenth International Conference on Machine Learning (ICML-01), page 170--177. Williamstown, MA, USA, Morgan Kaufmann, (2001)Rich Probabilistic Models for Gene Expression, , , , and . Bioinformatics, (2001)Learning Belief Networks in the Presence of Missing Values and Hidden Variables. Proceedings of the Fourteenth International Conference on Machine Learning (ICML-97), page 125--133. Nashville, TN, USA, Morgan Kaufmann, (July 1997)Bayesian Network Classifiers, , and . Machine Learning, (1997)Module networks: identifying regulatory modules and their condition-specific regulators from gene expression data, , , , , , and . Nat Genet, 34 (2): 166-176 (June 2003)Bayesian Network Classifiers, , and . Machine Learning, (1997)``Bayesian networks classifiers'', , and . Machine Learning, (1997)Learning Structured Statistical Models from Relational Data, , and . Linköping Electronic Articles in Computer and Information Science, (2002)Module Networks: Identifying Regulatory Modules and their Condition Specific Regulators from Gene Expression Data, , , , , , and . Nature Genetics, 34 (2): 166-76 (2003)