Category: 7. Maths

This study supports an earlier application using image guided analyses to monitor the fecal microbiome composition determined through 16S rRNA gene sequencing. Here, we extend these observations in a large multi-ethnic human cohort for the first…

System overview

In order to obtain more stable traffic flow decomposition data, reduce the interference of the original traffic flow data to the prediction results, and obtain the best model parameter values, this paper optimizes the short-time…

Data description

This study utilized NASA’s C-MAPSS (Commercial Modular Aero-Propulsion System Simulation), a tool designed for simulating turbofan engines, to generate the data. C-MAPSS simulates various operational, environmental, and control…

Datasets

In this research, four different datasets have been used to evaluate the proposed method, selected to cover various domains of image segmentation applications. UAVid³⁹, represents an aerial imagery dataset, IDRiD⁴⁰, provides an example of…

In this section, we evaluate the performance of the proposed LMEDO on the CEC2018 test suite and engineering optimization problems. The configuration of the experimental platform and the parameters settings of the experiments and algorithms are…

From the literature study and researcher’s observation on Facial Expression Recognition, it is evident that basic CNN-BiLSTM fails to perform well for non frontal and occluded images, also images with different poses and angles. Thus, we…

To evaluate the proposed method, we have conducted experiments with the FL framework and analyzed the experimental results.

Experiment setup

We evaluated the performance of the proposed method on the following four commonly used public datasets,…

The antenna configuration proposed in this work is illustrated in Fig. 7. The dual-sense CP array antenna features a single crossed-PDA, powered by a wideband DBLC. The crossed-PDAs are connected to the DBLC, which covers the frequency range…