K-means clusteringCOLLECTIVE behaviorDYNAMICAL systemsSTIMULUS & response (Psychology)Musical performers synchronize to each other despite differences in sound-onset timings which reflect each musician's sense of the beat. A dynamical system of Kuramoto oscillators can simulate this...
With the continuous expansion of saline soils under climate change, understanding the eco-evolutionary tradeoff between the microbial mitigation of carbon limitation and the maintenance of functional traits in saline soils represents a significant knowledge gap in predicting future soil health and ecological...
While clustering methods oversee grouping sets of data objects intending to find relationships within the objects that compose the data, decision trees allow us to discover the effects of interaction in a specific subgroup of cases previously classified—in sport classes in our case. After all the ...
Figure 3.The correlation analysis of samples (a), the volcanic map of differentially expressed genes (b), the clustering heat map of differentially expressed genes (c), C: normal nitrogen nutrient solution (CK), L: low nitrogen nutrient solution supplemented with 1 mmol/L sucrose (LN + T1)...
Tutorial: Creazione di modelli di clustering K-means Tutorial: Creazione di modelli di classificazione multi-classe Tutorial: Costruire XGBoost modelli Tutorial: Creazione di modelli di regressione Tutorial: Creazione di modelli di regressione con Linear Learner Tutorial: Creazione di modelli di ...
The cluster is established using the Fuzzy K-means clustering technique. The cluster head is accountable for selecting those clusters members, which can share their resources with one another whereas in this technical work, the cluster head selection is carried out with the help ...
To classify the patients into appropriate clusters, unsupervised cluster analysis using K-means clustering was employed. The clusters were then compared to explore different PAL phenotypes. Univariate and multivariate logistic regression analyses were performed to identify risk factors for PAL and calculate...
We investigated such traits for 34 taxa in seven genera, using analyses of residuals to correct for effects of e.g. female body mass and egg mass on other life history traits. Both tree- and K-means clustering, based on four traits excluding chick provisioning mode, identified two groups ...
The different methods used depend strictly on the skills and means that researchers and practitioners have in their possession. The mathematical statistical methods generally need few resources to be applied as they are based on the analysis of the historical wind power series. Nevertheless, the requi...
Complementation of an E. coli fur mutant H1780 by G. diazotrophicus fur homologs. β-Galactosidase activity of E. coli H1780 cells containing the indicated plasmid plated in McConkey medium with 30 μM Fe supplement. All determinations are the means of at least three experiments, each in ...