The global objective function serves as the fitness function in the genetic algorithm; it is used to select promising chromosomes after each generation. Each configuration of the CNN will be ...

A deep learning (DL)–based model achieved a high accuracy in pancreas segmentation for patients with chronic pancreatitis (CP) and healthy individuals, a new study finds. The model showed robust ...

As such, although a deep learning model may extract information that is already there, the raw information may not be sufficient. Hence, a model that is capable of extracting information from dynamic ...

This research paper introduces an innovative study that centers on the creation and assessment of a novel deep learning (DL) model, which combines a Convolutional Neural Network (CNN) and Support ...

Then, a novel Deep Learning-based Two-Phase Algorithm (DL-TPA) is introduced, where VNF selection network and VNF chaining network are designed to achieve intelligent and efficient VNF selection and ...

Abstract: Traffic Classification (TC) is experiencing a renewed interest, fostered by the growing popularity of Deep Learning (DL) approaches. In exchange for their proved effectiveness, DL models are ...