When and Where to Transfer for Bayes Net Parameter Learning
Learning Bayesian networks from scarce data is a major challenge in real-world applications where data are hard to acquire. Transfer learning techniques attempt to address this by leveraging data from different but related problems. For example, it may be possible to exploit medical diagnosis data f...
| Veröffentlicht in: | Expert systems with applications. - 1999. - 55(2016) vom: 15. Aug., Seite 361-373 |
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| Format: | Aufsatz |
| Sprache: | English |
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2016
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| Zugriff auf das übergeordnete Werk: | Expert systems with applications |
| Schlagworte: | Journal Article Bayesian model averaging Bayesian model comparison Bayesian networks parameter learning Transfer learning |