This project is a Bayesian Network implementation that uses Variable Elimination (VE) algorithm to perform probabilistic inference. The network and the queries are read from an XML file and an input ...

In the variable elimination algortihm, we keep eliminating variables by combining the factors that contain this variable. For example, if we want to eliminate b by combining the factors F1(a,b) and F2 ...

The general idea of contextual variable elimination (CVE) is to represent conditional probabilities in terms of confactors, and use the VE algorithm with the confactor representation rather than with ...

We present new results on the classical algorithm of variable elimination, which underlies many algorithms including for probabilistic inference. The results relate to exploiting functional ...

A hybrid effective wavenumber selection method, uninformation variable elimination (UVE) combined with successive projections algorithm (SPA), were applied in mid-infrared (MIR) spectra analysis. As ...

--Eco Innovation Group, Inc., an innovative company aggregating investments in new technologies that promote environmental and social well-being and the advancement of green energy solutions, is ...