4 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.SI2019★ 4 cited
A Statistical Density-Based Analysis of Graph Clustering Algorithm Performance
Pierre Miasnikof, Alexander Y. Shestopaloff, Anthony J. Bonner +2
Measuring graph clustering quality remains an open problem. To address it, we introduce quality measures based on comparisons of intra- and inter-cluster densities, an accompanying…
cs.LG2009★ 2 cited
Large-Margin kNN Classification Using a Deep Encoder Network
Martin Renqiang Min, David A. Stanley, Zineng Yuan +2
KNN is one of the most popular classification methods, but it often fails to work well with inappropriate choice of distance metric or due to the presence of numerous class-irrelev…