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Open AccessA deep semantic matching approach for identifying relevant messages for social media analysis
There is a growing interest in using social media content for Natural Language Processing applications. However, it is not easy to computationally identify the most relevant set of tweets related to any specif...
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Article
Open AccessA Gated Recurrent Unit based architecture for recognizing ontology concepts from biological literature
Annotating scientific literature with ontology concepts is a critical task in biology and several other domains for knowledge discovery. Ontology based annotations can power large-scale comparative analyses in...
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Open AccessProceedings of the 2018 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) conference
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Article
Open AccessProceedings of the 2017 MidSouth Computational Biology and Bioinformatics Society (MCBIOS) Conference
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Chapter and Conference Paper
What’s Hot and What’s Not? - Exploring Trends in Bioinformatics Literature Using Topic Modeling and Keyword Analysis
Scientists exploring a new area of research are interested to know the “hot” topics in that area in order to make informed choices. With exponential growth in scientific literature, identifying such trends man...
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Open AccessGOModeler- A tool for hypothesis-testing of functional genomics datasets
Functional genomics technologies that measure genome expression at a global scale are accelerating biological knowledge discovery. Generating these high throughput datasets is relatively easy compared to the d...
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Article
Open AccessComparing gene annotation enrichment tools for functional modeling of agricultural microarray data
The widespread availability of microarray technology has driven functional genomics to the forefront as scientists seek to draw meaningful biological conclusions from their microarray results. Gene annotation ...