Imbalanced Data Classification Based on Improved Random-SMOTE and Feature Standard Deviation
MathematicsOversampling techniques are widely used to rebalance imbalanced datasets. However, most of the oversampling methods may introduce noise and fuzzy boundaries for dataset classification, leading to the overfitting phenomenon.
Ying Zhang, Li Deng, Bo Wei
doaj +1 more source
FEBS Letters, EarlyView.Multidrug transporters BpeB and BpeF from the Gram‐negative pathogen Burkholderia pseudomallei have a hydrophilic patch in their substrate‐binding pocket. Drug susceptibility tests and growth curve analyses using an Escherichia coli recombinant expression system revealed that the hydrophilic patches of BpeB and BpeF are involved in the substrate ...
Ui Okada, Satoshi Murakami
wiley +1 more source
Time after time – circadian clocks through the lens of oscillator theory
FEBS Letters, EarlyView.Oscillator theory bridges physics and circadian biology. Damped oscillators require external drivers, while limit cycles emerge from delayed feedback and nonlinearities. Coupling enables tissue‐level coherence, and entrainment aligns internal clocks with environmental cues.
Marta del Olmo +2 more
wiley +1 more source
The Standard Deviation Score: a novel similarity metric for data analysis
Journal of Big DataThe ability to measure similarity or distance between data points is critical for various analytical tasks, including classification, clustering, and anomaly detection. However, traditional distance metrics such as Euclidean, Manhattan, and Hamming often
Osama Ismael
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Analysis of the distribution of adult height standard deviation scores in relation to prepubertal height standard deviation scores using longitudinal growth data: -Investigation of the catch-up rates of children with short stature to attain normal adult height. [PDF]
Clin Pediatr Endocrinol, 2023 Tanaka T, Yokoya S, Yoshii K.
europepmc +1 more source
Multiple ETS family transcription factors bind mutant p53 via distinct interaction regions
FEBS Letters, EarlyView.Mutant p53 gain‐of‐function is thought to be mediated by interaction with other transcription factors. We identify multiple ETS transcription factors that can bind mutant p53 and found that this interaction can be promoted by a PXXPP motif. ETS proteins that strongly bound mutant p53 were upregulated in ovarian cancer compared to ETS proteins that ...
Stephanie A. Metcalf +6 more
wiley +1 more source
Ten circumstances and solutions for finding the sample mean and standard deviation for meta-analysis. [PDF]
Syst Rev, 2023 Chi KY +4 more
europepmc +1 more source
In situ molecular organization and heterogeneity of the Legionella Dot/Icm T4SS
FEBS Letters, EarlyView.We present a nearly complete in situ model of the Legionella Dot/Icm type IV secretion system, revealing its central secretion channel and identifying new components. Using cryo‐electron tomography with AI‐based modeling, our work highlights the structure, variability, and mechanism of this complex nanomachine, advancing understanding of bacterial ...
Przemysław Dutka +11 more
wiley +1 more source
Standard Deviation Effect of Average Structure Descriptor on Grain Boundary Energy Prediction. [PDF]
Materials (Basel), 2023 Dang R, Yu W.
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