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Improving Latent Dirichlet Allocation: On Reliability of the Novel Method LDAPrototype

A large number of applications in text data analysis use the Latent Dirichlet Allocation (LDA) as one of the most popular methods in topic modeling. Although the instability of the LDA is mentioned sometimes, it is usually not considered systematically. Instead, an LDA is often selected from a small...

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Detalles Bibliográficos
Autores principales: Rieger, Jonas, Rahnenführer, Jörg, Jentsch, Carsten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298183/
http://dx.doi.org/10.1007/978-3-030-51310-8_11