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

Author(s): Luo Z; Amayri M; Fan W; Bouguila N;

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 groups. However, the restriction of Dirichlet prior and ...

Article GUID: 36685642


Understanding the temporal evolution of COVID-19 research through machine learning and natural language processing.

Author(s): Ebadi A; Xi P; Tremblay S; Spencer B; Pall R; Wong A;

The outbreak of the novel coronavirus disease 2019 (COVID-19), caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been continuously affecting human lives and communities around the world in many ways, from cities under lockdown to new social experiences. Although in most cases COVID-19 results in mild illness, it has drawn glob ...

Article GUID: 33230352


Biodiversity Observations Miner: A web application to unlock primary biodiversity data from published literature.

Author(s): Muñoz G, Kissling WD, van Loon EE

Biodivers Data J. 2019;(7):e28737 Authors: Muñoz G, Kissling WD, van Loon EE

Article GUID: 30692868


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