IEEE

Neural Network-Based Genetic Algorithm for Complex Circuit Design of High-Power Vacuum Electron Device

Abstract: The circuits of high-power vacuum electron devices (HPVEDs) typically possess complex topologies that are crucial for efficiently converting electron beam energy to microwave energy. Due to ...
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

Analysis of Distribution Network Weak Point Localization System Based on Topological Information

Abstract: The current distribution network vulnerability identification mostly focuses on static topology analysis, ignoring the actual business requirements, configuration and the interactions ...
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

Anomaly-Based Intrusion Detection for IoMT Networks: Design, Implementation, Dataset Generation, and ML Algorithms Evaluation

Abstract: The Internet of Things has transformed the healthcare sector through the introduction of the Internet of Medical Things (IoMT) technology. However, IoMT networks remain vulnerable to a wide ...
IEEE

Analysis and Ranking Resume using Machine Learning Algorithms and NLP

Abstract: Specialized recruiting firms have emerged as a result of the expansion of the Indian employment market. These agencies use machine learning models to expedite the hiring process and provide ...
IEEE

Underdetermined Blind Source Separation Algorithm Based on Cyclostationary Analysis and Synchrosqueezing Transform for Anti-Mainlobe Jamming

Abstract: In the context of radar electronic countermeasures, this paper addresses the issue of mainlobe deception jamming signals by proposing a two-step underdetermined blind source separation (UBSS ...
IEEE

Comparative Analysis of Sorting Algorithms: Time Complexity and Practical Applications

Abstract: In the field of computer science, sorting algorithms are crucial because they facilitate the effective processing and arrangement of data in a variety of scenarios, including data analysis, ...
IEEE

Analysis of a Multimodal Ocular Ultrasound Image Classification Algorithm Based on YOLO and VanillaNet

Abstract: The generation of traditional ophthalmic ultrasound examination reports primarily relies on clinicians manually entering information during procedures. This process is not only inefficient ...