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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 similariti ...

Article GUID: 36685642


A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing

Author(s): Xie S; Mohammady M; Wang H; Wang L; Vaidya J; Hong Y;

Property preserving encryption techniques have significantly advanced the utility of encrypted data in various data outsourcing settings (e.g., the cloud). However, while preserving certain properties (e.g., the prefixes or order of the data) in the encrypt ...

Article GUID: 36506788


Community-led risk analysis of direct-to-consumer whole-genome sequencing

Author(s): Samlali K; Thornbury M; Venter A;

Direct-to-consumer (DTC) genetic testing is cheaper and more accessible than ever before. What is generally hidden from the consumer is the intention to combine, reuse, and resell this genetic information as powerful datasets. This financial gain is creatin ...

Article GUID: 35939839


Second Opinions: Negotiating Agency in Online Mothering Forums.

Author(s): Aston M, Price S, Hunter A, Sim M, Etowa J, Monaghan J, Paynter M

Can J Nurs Res. 2020 Aug 06;:844562120940554 Authors: Aston M, Price S, Hunter A, Sim M, Etowa J, Monaghan J, Paynter M

Article GUID: 32757828


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