We introduce a new family of metrics for graphs of fixed size, based on counting-independent sets. Our definition is simpler and easier to e than the edge ideal metric family defi...
In this paper we introduce the Generalized Bayesian Committee Machine (GBCM) for applications with large data sets. In particular, the GBCM can be used in the context of kernel ba...
We describe a new algorithm for protein classi cation and the detection of remote homologs. The rationale is to exploit both vertical and horizontal information of a multiple alig...