16 citations · 29 across the 12 of their papers we have counts for
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cs.LG2012★ 16 cited
Semi-Supervised Collective Classification via Hybrid Label Regularization
Luke McDowell, David Aha
Many classification problems involve data instances that are interlinked with each other, such as webpages connected by hyperlinks. Techniques for "collective classification" (CC)…
stat.ML2012★ 1 cited
Transforming Graph Representations for Statistical Relational Learning
Ryan A. Rossi, Luke K. McDowell, David W. Aha +1
Relational data representations have become an increasingly important topic due to the recent proliferation of network datasets (e.g., social, biological, information networks) and…