Max Gordon
College of Engineering
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Works (3)
Updated: April 5th, 2024 12:51
2022 review
Compositionality, sparsity, spurious heterogeneity, and other data-driven challenges for machine learning algorithms within plant microbiome studies
[Review of ]. CURRENT OPINION IN PLANT BIOLOGY, 71.
author keywords: Machine learning; Deep learning; Plant-associated microbiome; Compositional data analysis
MeSH headings : Microbiota; Algorithms; Machine Learning; Plants
TL;DR:
The analysis is expanded to other fields to quantify the degree to which mitigation approaches improve the performance of ML and describe the mathematical basis for this.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: January 30, 2023
2022 journal article
FER and LecRK show haplotype-dependent cold-responsiveness and mediate freezing tolerance in Lotus japonicus
PLANT PHYSIOLOGY, 191(2), 1138–1152.
MeSH headings : Lotus / metabolism; Haplotypes / genetics; Freezing; Acclimatization / genetics; Adaptation, Physiological / genetics; Gene Expression Regulation, Plant
TL;DR:
This work suggests that recruiting a conserved growth regulator gene, FER, and a receptor-like kinase gene, LecRK, into the set of cold-responsive genes has contributed to freezing tolerance and local climate adaptation in L. japonicus, offering functional genetic insight into perennial herb evolution.
(via Semantic Scholar)
open access via academic.oup.com (publisher PDF)
UN Sustainable Development Goal Categories
2. Zero Hunger
(Web of Science)
13. Climate Action
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 21, 2023
2020 journal article
Gene Regulatory Network Inference: Connecting Plant Biology and Mathematical Modeling
Frontiers in Genetics, 11.
author keywords: gene regulatory network; network properties; network inference; machine learning; experimental methodologies
TL;DR:
This review provides examples of experimental methodologies commonly used to identify regulatory interactions and generate GRNs, and describes network inference techniques that leverage gene expression data to predict regulatory interactions.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, Crossref, NC State University Libraries, ORCID
Added: July 13, 2020
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