Category: 7. Maths

The proposed research process is focused on the following hypotheses:

H1

The adoption and usage of an IoT, AI, and digital assistance-based solution for transitional care can reduce the patients’…

Results

The suggested approach utilizing VGG19 DNN and HHOA achieved significant improvements.

In discovering DDoS attacks on smart grids. The accuracy of DDoS attacks detection was measured using various evaluation metrics, including precision,…

As shown in Fig. 1, the structure of LEGO-Net’s encoder primarily incorporates the Channel Feature Enhancement Module (CFEM). For the decoder, it employs a bilinear interpolation method to elevate the feature map’s resolution to match that of…

As a new metaheuristic optimization algorithm³⁸ TSA operates to solve complicated optimization problems that include Ordinary Differential Equations (ODEs). TSA receives its foundation from observing how particles react to thermodynamic systems…

Model experience

Detection performance of the model

Underwater environments are complex and diverse, with varying light intensity and frequent interference from other marine life. Additionally, the scale of human targets varies, making model…

Deep learning algorithm and model design

The convolution layer in the convolutional neural network (CNN) can use several convolution kernels with different sizes to convolution data such as text vectors and capture local features with different…

This section will categorize the branches’ structural synthesis into two types, the suitable constraint branch and the actuated branches.

Structural synthesis of the suitable constraint branch

Based on the condition that both the suitable…

In the upcoming section, our study will emphasize the mathematical formulation encapsulated in the model (4). Our investigation will delve into the aspects of boundedness and positivity within the model. Additionally, we will determine the…

Flowchart

The flowchart of our system is presented in Fig. 1. First, dentists upload the examinee’s panoramic radiography. And, personal information will be also associated with the system. Then, the system will segment teeth and detect dental…

Datasets

The Volve oil field, situated in the North Sea and operated by Equinor, constitutes a significant hydrocarbon reservoir. The reservoir rocks were deposited during the Tertiary period in marine to shallow-marine environments, characterized…