Enhanced Heart Attack Prediction Using eXtreme Gradient Boosting

M Feng, X Wang, Z Zhao, C Jiang… - Journal of Theory and …, 2024 - centuryscipub.com
Heart attack prediction is a vital component of cardiovascular healthcare, aiming to identify
individuals at risk for timely intervention and improved patient outcomes. Despite significant …

Load Balancing Strategies in Heterogeneous Environments

L Wang, W Fang, Y Du - Journal of Computer Technology and …, 2024 - suaspress.org
In the realm of network systems, load balancing plays a crucial role in ensuring efficient
resource utilization and maintaining optimal performance levels. As network environments …

High-Precision Neuronal Segmentation: An Ensemble of YOLOX, Mask R-CNN, and UPerNet

Z Li, Y Yin, Z Wei, Y Luo, G Xu… - Journal of Theory and …, 2024 - centuryscipub.com
In the realm of neuron cell segmentation from microscopic images, computer vision
technologies have shown potential in accelerating drug discovery processes for …

Dose My Opinion Count? A CNN-LSTM Approach for Sentiment Analysis of Indian General Elections

N Zhang, J Xiong, Z Zhao, M Feng… - Journal of Theory …, 2024 - centuryscipub.com
Sentiment analysis on social media platforms is a critical area of research for understanding
public opinion, particularly during significant events like elections. This paper presents a …

Enhancing Equipment Health Prediction with Enhanced SMOTE-KNN

Z Zhou, C Xu, Y Qiao, J Xiong, J Yu - Journal of Industrial …, 2024 - suaspress.org
With the development of industrial automation, the accurate prediction of the health state of
equipment becomes particularly important. This study aims to address the problem of …

An Analysis of the Application of Machine Learning in Network Security

Z Zhou, C Xu, Y Qiao, F Ni, J Xiong - Journal of Industrial …, 2024 - suaspress.org
In order to deal with the problem of imbalance and complex feature relationship in network
data classification, this study proposes a machine learning classification method, combined …

Cross-Market Arbitrage Strategies Based on Deep Learning

R Wu, T Zhang, F Xu - Academic Journal of Sociology and …, 2024 - suaspress.org
Cross-market arbitrage involves exploiting price differences of the same or similar financial
instruments across different markets. The advent of deep learning (DL) has introduced new …

The Impact of Apple's Digital Design on Its Success: An Analysis of Interaction and Interface Design

W Li - Academic Journal of Sociology and Management, 2024 - suaspress.org
This article explores how Apple's digital design, through interaction and interface design,
has led to its success. It reviews the development history of Apple's digital design …

Leveraging Deep Learning Techniques in High-Frequency Trading: Computational Opportunities and Mathematical Challenges

R Wu - Academic Journal of Sociology and Management, 2024 - suaspress.org
High-frequency trading (HFT) has transformed financial markets by leveraging speed and
automation to execute large volumes of transactions within microseconds. The integration of …

Network Load Balancing Strategies and Their Implications for Business Continuity

L Wang - Academic Journal of Sociology and Management, 2024 - suaspress.org
Network load balancing is a critical aspect of ensuring business continuity in modern
enterprises. By distributing network traffic across multiple servers, load balancing can …