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Found 4 papers, 2 papers with code
Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics
Several approaches have been proposed to preserve privacy, which either suppress a subset of genomic variants or modify query responses for specific variants (e. g., adding noise, as in differential privacy).
Re-identification of Individuals in Genomic Datasets Using Public Face Images
However, recent studies have suggested that genomic data can be effectively matched to high-resolution three-dimensional face images, which raises a concern that the increasingly ubiquitous public face images can be linked to shared genomic data, thereby re-identifying individuals in the genomic data.
A Semantic Cover Approach for Topic Modeling
We introduce a novel topic modeling approach based on constructing a semantic set cover for clusters of similar documents.
Community Detection by Information Flow Simulation
Community detection remains an important problem in data mining, owing to the lack of scalable algorithms that exploit all aspects of available data - namely the directionality of flow of information and the dynamics thereof.
Social and Information Networks Physics and Society
