Imbalanced time series are universally found in industrial applications, where the number of normal samples is far larger than that of abnormal cases.Traditional machine learning algorithms, such as support vector machine and convolutional neural networks, are struggling to attain high classification accuracies for class-imbalanced problems, becaus
The influence of the soil constitutive models on the seismic analysis of pile-supported wharf structures with batter piles in cut-slope rock dike
In coastal regions, earthquakes caused severe damage to marine structures.Many researchers have conducted numerical investigations in order to Flashlight Holder understand the dynamic behavior of these structures.The most frequently used model in numerical calculations of soil is the linear-elastic perfectly plastic model with a Mohr-Coulomb failur
The Multidimensional Spectrum of Imagination: Images, Dreams, Hallucinations, and Active, Imaginative Perception
A theory of the structure and cognitive function of the human imagination that attempts to do justice to traditional intuitions about its psychological centrality is developed, largely through a detailed critique Basketball of the theory propounded by Colin McGinn.Like McGinn, I eschew the highly deflationary views of imagination, common amongst an
Description and figures of new lectotype and paralectotype material of Recent brachiopod Thecidellina maxilla (Hedley, 1899)
The material of Thecidellina maxilla (Hedley, 1899) from the type locality has only been illustrated as Plein air - Femme - Chaussures - Sandale line drawings, no images have previously been published.The illustrations were a reconstruction from more than one specimen and are inaccurate for the size of the cardinal process.Hedley (1899) did Occasio