Harnessing Machine Learning for Agnostic Biodetection
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DOI: 10.1089/hs.2024.0075
Abstract: The United States’ current list-based approach to biodefense is limited because it considers only known biological agents. Alternatively, developing and adopting a system based on agent-agnostic signatures would enable detection and characterization of both known… read more here.
Keywords: harnessing machine; machine learning; agnostic biodetection; learning agnostic ... See more keywords
Harnessing machine learning for metagenomic data analysis: trends and applications
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DOI: 10.1128/msystems.01642-24
Abstract: ABSTRACT Metagenomic sequencing has revolutionized our understanding of microbial ecosystems by enabling high-resolution profiling of microbes across diverse environments. However, the resulting data are high-dimensional, sparse, and noisy, posing challenges for downstream data analysis. Machine… read more here.
Keywords: harnessing machine; analysis; machine learning; metagenomic data ... See more keywords
Harnessing Machine Learning for Predicting Cryptocurrency Returns
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DOI: 10.1177/09721509241226575
Abstract: The study investigates the predictability of both the individual and basket of 10 major cryptocurrencies’ daily price changes between 2017 and 2023 by employing various machine learning classification algorithms such as random forests, k-nearest neighbour,… read more here.
Keywords: harnessing machine; learning predicting; machine; machine learning ... See more keywords