Name
Title | ||
|---|---|---|
A Comparative Study of Variable Elimination and Arc Reversal in Bayesian Network Inference |
Abstract | ||
|---|---|---|
We compare two approaches to Bayesian network in- ference, called variable elimination (VE) and arc rever- sal (AR). It is established that VE never requires more space than AR, and never requires more computation (multiplications and additions) than AR. |
Year | Venue | Keywords |
|---|---|---|
2009 | FLAIRS Conference | bayesian network,variable elimination |
Field | DocType | Citations |
Variable elimination,Arc (geometry),Computer science,Inference,Bayesian network,Artificial intelligence,Machine learning,Computation | Conference | 3 |
PageRank | References | Authors |
0.51 | 2 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Cory J. Butz | 1 | 383 | 40.80 |
| Junying Chen | 2 | 35 | 5.27 |
| K. Konkel | 3 | 23 | 2.72 |
| Pawan Lingras | 4 | 1408 | 143.21 |