FuzzyVariantsExplorer: Graded exploration of genomic data and fuzzy queries

preprint OA: closed CC-BY-NC-ND-4.0
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Abstract

Summary FuzzyVariantExplorer is a web interface and a fuzzy search system for exploring richly annotated genomes in a flexible way. The application allows combining vague constraints in expressive logical queries to retrieve graded sets of genes and their associated variants. Results can be further refined in a visual way by selecting keywords and categories that are extracted from the underlying annotations and weighted with a statistical significance score; keywords can then be clustered using Latent Dirichlet Allocation and explored visually. The system has been applied to a set of Saccharomyces cerevisiae genome annotations and a few variants. Availability FuzzyVariantExplorer source code is available at the URL https://bitbucket.org/mfalda/fuzzyvariantsexplorer/src/ and has been developed in Scala, TypeScript and R. Contact [email protected]

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europepmc
last seen: 2026-05-19T01:45:01.086888+00:00
unpaywall
last seen: 2026-05-22T02:00:06.705733+00:00
License: CC-BY-NC-ND-4.0