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Cross-collection latent Beta-Liouville allocation model training with privacy protection and applications

Cross-collection topic models extend previous single-collection topic models, such as Latent Dirichlet Allocation (LDA), to multiple collections. The purpose of cross-collection topic modeling is to model document-topic representations and reveal similarities between each topic and differences among...

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Detalles Bibliográficos
Autores principales: Luo, Zhiwen, Amayri, Manar, Fan, Wentao, Bouguila, Nizar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838479/
https://www.ncbi.nlm.nih.gov/pubmed/36685642
http://dx.doi.org/10.1007/s10489-022-04378-3