From Relational Databases to Belief Networks
The relationship between belief networks and relational databases is examined. Based on this analysis, a method to construct belief networks automatically from statistical relational data is proposed. A comparison between our method and other methods shows that our method has several advantages when...
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| Format: | Buchkapitel |
| Sprache: | eng |
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| Online-Zugang: | Volltext |
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| Zusammenfassung: | The relationship between belief networks and relational databases is examined. Based on this analysis, a method to construct belief networks automatically from statistical relational data is proposed. A comparison between our method and other methods shows that our method has several advantages when generalization or prediction is deeded. |
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| DOI: | 10.1016/B978-1-55860-203-8.50057-7 |