27 citations · 31 across the 3 of their papers we have counts for
3 papers
stat.ME2021★ 1 cited
Exploratory Factor Analysis of Data on a Sphere
Fan Dai, Karin S. Dorman, Somak Dutta +1
Data on high-dimensional spheres arise frequently in many disciplines either naturally or as a consequence of preliminary processing and can have intricate dependence structure tha…
stat.ME2020★ 27 cited
An Efficient -modes Algorithm for Clustering Categorical Datasets
Karin S. Dorman, Ranjan Maitra
Mining clusters from data is an important endeavor in many applications. The -means method is a popular, efficient, and distribution-free approach for clustering numerical-value…
cs.IT2013★ 3 cited
PREMIER - PRobabilistic Error-correction using Markov Inference in Errored Reads
Xin Yin, Zhao Song, Karin Dorman +1
In this work we present a flexible, probabilistic and reference-free method of error correction for high throughput DNA sequencing data. The key is to exploit the high coverage of…