| Property | Value |
| Name | A Primer on the Evolution of Equivalence Classes of Bayesian-Network Structures |
| Description | Title: A Primer on the Evolution of Equivalence Classes of Bayesian-Network Structures Authors: Jorge Muruzábal, Carlos Cotta Level: Advanced Abstract: Bayesian networks (BN) constitute a useful tool to model the joint distribution of a set of random variables of interest. To deal with the problem of learning sensible BN models from data, we have previously considered various evolutionary algorithms for searching the space of BN structures directly. In this paper, we explore a simple evolutionary algorithm designed to search the space of BN equivalence classes. We discuss a number of issues arising in this evolutionary context and provide a first assessment of the new class of algorithms. Categories: Articles Langages: English Files: *.pdf |
| Filename | Jorge-Muruzabal-2.pdf |
| Filesize | 244.55 kB |
| Filetype | pdf (Mime Type: application/pdf) |
| Creator | admin |
| Created On: | 05/26/2010 09:30 |
| Viewers | Everybody |
| Maintained by | Editor |
| Hits | 201 Hits |
| Last updated on | 05/26/2010 09:31 |
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