2 papers
cs.SI2024
Sifting out communities in large sparse networks
Sharlee Climer, Kenneth Smith, Wei Yang +3
Research data sets are growing to unprecedented sizes and network modeling is commonly used to extract complex relationships in diverse domains, such as genetic interactions involv…
cs.DB2024
Improving Data Cleaning Using Discrete Optimization
Kenneth Smith, Sharlee Climer
One of the most important processing steps in any analysis pipeline is handling missing data. Traditional approaches simply delete any sample or feature with missing elements. Rece…