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Title Type [ Year(Desc)]
Filters: Author is Luke K McDowell  [Clear All Filters]
2009
L. K. McDowell, Gupta, K. M., and Aha, D. W., Cautious Collective Classification, Journal of Machine Learning Research, vol. 10, pp. 2777-2836, 2009. Download PDF (513.36 KB)
L. K. McDowell, Gupta, K. Moy, and Aha, D. W., 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. Download PDF (183.34 KB)
2010
L. K. McDowell, Gupta, K. Moy, and Aha, D. W., Meta-prediction in collective classification, in Florida Artificial Intelligence Research Society Conference, Daytona Beach, FL, 2010. Download PDF (648.07 KB)
2012
L. K. McDowell and Aha, D. W., Semi-Supervised Collective Classification with Hybrid Label Regularization, Proceedings of the 29th International Conference on Machine Learning. Omnipress, Edinburgh, Scotland, pp. 975-982, 2012. Download PDF (376.34 KB)
R. A. Rossi, McDowell, L. K., Aha, D. W., and Neville, J., Transforming graph data for statistical relational learning, Journal of Artificial Intelligence Research, vol. 45, no. 1, pp. 363-441, 2012. Download PDF (989.1 KB)
2013
L. K. McDowell and Aha, D. W., 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. Download PDF (338.46 KB)