IEEE

The Result and Performance Analysis of Long Short-Term Memory Algorithm in Mobile Ad Hoc Network for Transmission Channel Prediction

Abstract: Link prediction aims to identify key network properties to forecast topology changes. Most studies on temporal channel prediction focus on networks with moderate topological variations” ...
IEEE

Cybersecurity With Machine Learning: Implementing AI Algorithms for Intrusion Prevention, Advanced Data Protection, and Real-Time Threat Analysis

Abstract: In an era where cyber attacks are getting increasingly complex, the incorporation of machine learning (ML) algorithms into cybersecurity processes has emerged as a crucial technique for ...
IEEE

Analysis of Demodulation Algorithm For Data Transmission In Low Orbit

Abstract: In order to solve the problems of signal attenuation and low transmission efficiency in low-orbit satellite data transmission, this paper analyzes and implements an effective modulation and ...
IEEE

Research on Product Styling Design Evaluation by Genetic Algorithm Based Convolutional Neural Networks

Abstract: In recent days, with the advancements of continuous development in industrial civilization, living standards of people as well as consumption habits had significantly evolved in product ...
IEEE

Genetic Algorithm Modeling and Analysis of Acyclic Coloring in High Chromatic Graphs

Abstract: The acyclic coloring problem, a specialized area within graph coloring, has numerous applications across diverse fields. It involves assigning colors to the vertices of a graph such that no ...
IEEE

Leakage Monitoring and Feature Importance Analysis of Hydraulic Systems Based on a Hybrid SVM-RF Algorithm

Abstract: Hydraulic systems serve as a pivotal component in modern industrial settings, where leakage faults significantly impact the system's safety and operational efficiency. This paper introduces ...
IEEE

JasFree: Grammar-free Program Analysis for JavaScript Bytecode

Abstract: JavaScript is rapidly being deployed as binaries in security-critical embedded domains, including IoT devices, edge computing, and smart automotive applications. Ensuring the security of ...
IEEE

A Statistical Static Timing Analysis Algorithm Based On Graph Neural Network

Abstract: Satistical static timing analysis (SSTA) struggles with nonlinear MAX operations, which is crucial in block based statistical timing analysis. Most existing methods either incur high ...
IEEE

Genetic Algorithm-Based Optimization Framework for Offshore Wind Farm Layout Design

Abstract: Offshore wind farms have emerged as a crucial component of renewable energy generation, offering higher energy production rates due to stronger and more consistent wind conditions. However, ...
IEEE

Beyond Efficiency: Emotion-Aware Competitive Analysis of Online Algorithms

Abstract: Many of today’s infrastructures, from transportation and healthcare to cloud computing and digital marketplaces, rely on algorithms that must act online, meaning they make decisions ...
IEEE

Low-complex Fast-acquisition Algorithm and Analysis for Broadband LEO DSSS System

Abstract: In recent years, the applications of broadband direct sequence spread spectrum (DSSS) communications based on low earth orbit (LEO) satellites have become increasingly widespread. The high ...
IEEE

Analysis of Adolescent Mental Health Based on Machine Learning Algorithm

Abstract: With the improvement of people’s living standards, material needs have been satisfied, so attention has begun to be paid to mental health. Among them, adolescents due to adolescence, mental ...