7 citations · 8 across the 3 of their papers we have counts for
Showing 2011Show all
2 papers · 1 filter
cs.LG2011★ 7 cited
Generating a Diverse Set of High-Quality Clusterings
Jeff M. Phillips, Parasaran Raman, Suresh Venkatasubramanian
We provide a new framework for generating multiple good quality partitions (clusterings) of a single data set. Our approach decomposes this problem into two components, generating…
cs.LG2011
Spatially-Aware Comparison and Consensus for Clusterings
Parasaran Raman, Jeff M. Phillips, Suresh Venkatasubramanian
This paper proposes a new distance metric between clusterings that incorporates information about the spatial distribution of points and clusters. Our approach builds on the idea o…