11 citations · 21 across the 4 of their papers we have counts for
3 papers · 1 filter
Turning CARTwheels: An Alternating Algorithm for Mining Redescriptions
Deept Kumar, Naren Ramakrishnan, Malcolm Potts +1
We present an unusual algorithm involving classification trees where two trees are grown in opposite directions so that they are matched at their leaves. This approach finds applic…
Using Hierarchical Data Mining to Characterize Performance of Wireless System Configurations
Alex Verstak, Naren Ramakrishnan, Kyung Kyoon Bae +5
This paper presents a statistical framework for assessing wireless systems performance using hierarchical data mining techniques. We consider WCDMA (wideband code division multiple…
Sampling Strategies for Mining in Data-Scarce Domains
Naren Ramakrishnan, Chris Bailey-Kellogg
Data mining has traditionally focused on the task of drawing inferences from large datasets. However, many scientific and engineering domains, such as fluid dynamics and aircraft d…