Category: 7. Maths

While preventive HPV vaccines play a fundamental role in controlling the spread of HPV and prevention of HPV-associated lesions and cancers, they cannot help with treatment of already established HPV infection. Although there are currently no…

Datasets

In this study, we selected an internal enterprise dataset and an open cross-domain recommendation dataset to validate the effectiveness of the cross-domain recommendation algorithm in optimizing enterprise knowledge retrieval in sparse…

Experimental conditions and datasets

(1) Experimental Configuration: The experiments were conducted on a system with an AMD Ryzen 7 5800H processor, NVIDIA GeForce RTX 3060 graphics card, and 16GB RAM, running Windows 11 OS with Python 3.8 and…

In this section, we describe the methods proposed in this paper to address the problem of classifying commands belonging to one of the N classes and the approaches used to achieve robustness in real-world industrial scenarios, including rejection…

This paper introduces a comprehensive and systematic methodology for real-time driver drowsiness detection, leveraging state-of-the-art deep learning techniques to classify eye states into “Open-Eyes” and “Close-Eyes.” The proposed…

SOC Estimation at different temperatures

To verify that the prediction accuracy of the model proposed in this manuscript is not affected by the ambient temperature, this section employs the LG18650 LiB datasets for verification. The training set…

This section outlines the methods used to create models to predict student dropout using machine learning classifiers. Machine learning classifiers are used on diverse student data, encompassing demographic information, academic achievement, and…

Spectral normalization GAN (SN-GAN)

In the real world, the majority of the CAN bus dataset represents normal operating conditions, while malicious attack data is extremely scarce, leading to a class imbalance problem. In this condition, directly…

In this section, we introduce the proposed algorithm’s overall architecture and each part’s principles.

Overall architecture of JGAT

We propose a novel architecture, termed Jumping Knowledge Graph Attention Network (JGAT), to address the graph…

Preliminary analysis

We conduct a preliminary analysis of the data concerning the pharmaceutical expenditure across U.S. states. Figure 1 presents a choropleth map illustrating the total pharmaceutical expenditures across U.S. states over the…