- An information-theoretic derivation of min-cut-based clusteringAnil Raj
Department of Applied Physics and Applied Mathematics, Columbia University, 200 S W Mudd Building, MC 4701, 500 W 120th Street, New York, NY 10027, USA
IEEE Trans Pattern Anal Mach Intell 32:988-95. 2010..For graphs drawn from a generative model designed to describe community structure, the optimal information-theoretic partition and the optimal min-cut partition are shown to be the same with high probability...
- Identifying hosts of families of viruses: a machine learning approachAnil Raj
Department of Applied Physics and Applied Mathematics, Columbia University, New York, New York, United States of America
PLoS ONE 6:e27631. 2011..Furthermore, the predictive motifs robustly selected by the learning algorithm are found to show strong host-specificity and occur in highly conserved regions of the viral proteome...