“Leveraging Neighbor Attributes for Classification in Sparsely-Labeled Networks”, ACM Transactions on Knowledge Discovery from Data, vol. 11, no. 1, 2016.
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“Labels or attributes? Rethinking the neighbors for collective classification in sparsely-labeled networks”, in International Conference on Information and Knowledge Management, San Francisco, CA, 2013.
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“Semi-Supervised Collective Classification with Hybrid Label Regularization”, Proceedings of the 29th International Conference on Machine Learning. Omnipress, Edinburgh, Scotland, pp. 975-982, 2012.
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“Transforming graph data for statistical relational learning”, Journal of Artificial Intelligence Research, vol. 45, no. 1, pp. 363-441, 2012.
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“ Meta-prediction in collective classification”, in Florida Artificial Intelligence Research Society Conference, Daytona Beach, FL, 2010.
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“Cautious Collective Classification”, Journal of Machine Learning Research, vol. 10, pp. 2777-2836, 2009.
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“Using caution to explain and improve collective classification”, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-09-140, 2009.
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