IEEE

GeoSep-PointNet++: A 3D Point Cloud Semantic Segmentation Algorithm Based on Geometric Information Enhancement and Feature Separation Encoding

Abstract: To enhance the information encoding of point cloud geometry and multi-feature utilization, thereby further improving the accuracy of 3D point cloud semantic segmentation, this paper proposes ...
IEEE

Maximum Power Point Tracking Based Proximal Policy Optimization Algorithm for Grid-Connected Photovoltaic Systems

Abstract: Photovoltaic (PV) systems are widely acknowledged for their sustainable, plentiful, and eco-friendly energy generation. However, the non-linear behavior of PV cells highlights the vital role ...
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

Customized Bus Service Design With Holding Control and Heterogeneous Fleet: A Column-Generation-Based Decomposition Algorithm

Abstract: As a promising urban shared transport mode, the Customized Bus (CB) system has the potential to improve diversity and service quality in urban transportation. This paper is driven by the ...
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

YOLO-WKPose: An Advanced Algorithm for Key Point Detection in Fixed-Wing UAVs

Abstract: In recent years, with the rapid development of drone technology, fixed-wing unmanned aerial vehicles (UAVs) have shown extensive potential in various fields such as battlefield ...
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

ViTA: An Efficient Video-to-Text Algorithm using VLM for RAG-based Video Analysis System

Abstract: Retrieval-augmented generation (RAG) is used in natural language processing (NLP) to provide query-relevant information in enterprise documents to large language models (LLMs). Such ...
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

Optimization of ORB Feature Point Detection Algorithm for Image Matching Application

Abstract: Aiming at the dynamic background air target detection algorithm using SIFT feature point detection and brute force matching leads to the problem of low detection efficiency and poor ...