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A Sparse Structure Learning Algorithm for Gaussian Bayesian Network Identification from High-Dimensional Data
Structure learning of Bayesian Networks (BNs) is an important topic in machine learning. Driven by modern applications in genetics and brain sciences, accurate and efficient learning of large-scale BN structures from high-dimensional data becomes a challenging problem. To tackle this challenge, we p...
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| Main Authors: | , , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2013
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3924722/ https://ncbi.nlm.nih.gov/pubmed/22665720 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TPAMI.2012.129 |
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