[HTML][HTML] Survey on deep learning with class imbalance
JM Johnson, TM Khoshgoftaar - Journal of Big Data, 2019 - Springer
The purpose of this study is to examine existing deep learning techniques for addressing
class imbalanced data. Effective classification with imbalanced data is an important area of …
class imbalanced data. Effective classification with imbalanced data is an important area of …
Estimating source carbon from crop residues, roots and rhizodeposits using the national grain‐yield database
JMF Johnson, RR Allmaras, DC Reicosky - Agronomy journal, 2006 - Wiley Online Library
Crop residue management received little attention until about 1970. Records of crop residue
production are limited, but crop yield databases have been available since 1865. Carbon …
production are limited, but crop yield databases have been available since 1865. Carbon …
The cardiovascular challenge of exercising in the heat
…, CG Crandall, JM Johnson - The Journal of …, 2008 - Wiley Online Library
Exercise in the heat can pose a severe challenge to human cardiovascular control, and thus
the provision of oxygen to exercising muscles and vital organs, because of enhanced …
the provision of oxygen to exercising muscles and vital organs, because of enhanced …
Microarray analysis shows that some microRNAs downregulate large numbers of target mRNAs
MicroRNAs (miRNAs) are a class of noncoding RNAs that post-transcriptionally regulate
gene expression in plants and animals 1 , 2 . To investigate the influence of miRNAs on …
gene expression in plants and animals 1 , 2 . To investigate the influence of miRNAs on …
Criteria for assessing interpretive validity in qualitative research.
DL Altheide, JM Johnson - 1994 - psycnet.apa.org
review the recent literature on [reflective, reflexive ethnography], including the nonpositivist
search for validity/identify several different perspectives on validity, including validity as …
search for validity/identify several different perspectives on validity, including validity as …
Genome-wide survey of human alternative pre-mRNA splicing with exon junction microarrays
Alternative pre–messenger RNA (pre-mRNA) splicing plays important roles in development,
physiology, and disease, and more than half of human genes are alternatively spliced. To …
physiology, and disease, and more than half of human genes are alternatively spliced. To …
Genetic algorithms in engineering electromagnetics
JM Johnson, V Rahmat-Samii - IEEE Antennas and propagation …, 1997 - ieeexplore.ieee.org
This paper presents a tutorial and overview of genetic algorithms for electromagnetic optimization.
Genetic-algorithm (GA) optimizers are robust, stochastic search methods modeled on …
Genetic-algorithm (GA) optimizers are robust, stochastic search methods modeled on …
[HTML][HTML] Mapping the genetic architecture of gene expression in human liver
…, I Avila-Campillo, MJ Kruger, JM Johnson… - PLoS …, 2008 - journals.plos.org
Genetic variants that are associated with common human diseases do not lead directly to
disease, but instead act on intermediate, molecular phenotypes that in turn induce changes in …
disease, but instead act on intermediate, molecular phenotypes that in turn induce changes in …
Position-specific chemical modification of siRNAs reduces “off-target” transcript silencing
…, D Leake, A Reynolds, J Schelter, J Guo, JM Johnson… - Rna, 2006 - rnajournal.cshlp.org
Transfected siRNAs regulate numerous transcripts sharing limited complementarity to the
RNA duplex. This unintended (“off-target”) silencing can hinder the use of RNAi to define gene …
RNA duplex. This unintended (“off-target”) silencing can hinder the use of RNAi to define gene …
Transcripts targeted by the microRNA-16 family cooperatively regulate cell cycle progression
…, SR Bartz, JM Johnson, JM Cummins… - … and cellular biology, 2007 - Taylor & Francis
microRNAs (miRNAs) are abundant, ∼21-nucleotide, noncoding regulatory RNAs. Each
miRNA may regulate hundreds of mRNA targets, but the identities of these targets and the …
miRNA may regulate hundreds of mRNA targets, but the identities of these targets and the …