IEEE

Explainable attention based BiLSTM-SVM for Software Requirement Classification: Integrating Generative Artificial Intelligence

Abstract: The human classification of software requirements, a difficult subjective process prone to inconsistencies and classification errors, is a major difficulty in software requirement ...
IEEE

Revolutionizing Point Cloud Classification with Multiview Self-Supervised Learning

Abstract: Self-supervised models are shaping the future of point cloud processing by minimizing reliance on labeled data and addressing the challenges associated with point cloud annotation.
IEEE

Hybrid Deep Learning Model with ResNet50 and SVM for Diabetic Retinopathy Classification

Abstract: Diabetic eye diseases such diabetic retinopathy, cataracts, and macular edema are the primary risks to visual acuity if they are not appropriately detected. In order to guarantee appropriate ...
IEEE

k-PCA and SVM Technique for Zone Detection and Fault Type Classification in Transmission Lines

Abstract: Service engineering faces a tough challenge when it comes to the protection of transmission lines due to a complex and loaded network. In this paper, a hybrid k-PCA-SVM-based approach is ...
IEEE

An Adaptive Robust Support Vector Machine with Sequential Minimal Optimization for Imbalanced Data Classification

Abstract: Class imbalanced classification presents a considerable difficulty in machine learning, as conventional algorithms typically exhibit bias towards the majority class, compromising minority ...
IEEE

Comparative Analysis of SVM and SNN Models for LOS/NLOS GNSS Signal Classification

Abstract: Classification of Global Navigation Satellite System (GNSS) signals into Line-of-Sight (LOS) and Non-Line-ofSight (NLOS) is necessary for improved positioning accuracy in multipath-prone ...
IEEE

A Hybrid Approach Using CNN Feature Extraction and SVM/XGBoost for Lung Nodule Classification

Abstract: Early detection of lung cancer is highly beneficial for patient survival. This paper proposes a hybrid deep learning diagnostic pipeline for pulmonary nodules in chest CT. We constructed a ...
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Photoshop tutorial: Vanishing point!

Photoshop cc tutorial showing how to use the Vanishing Point filter to place logos and other images in perspective onto photographs. Why Congress can't claw back war powers from Trump Latest weather ...
IEEE

Cyber-Resilient Detection of Power Quality Events With NSCT and PCA-SVM

Abstract: The increasing reliance on smart grids, coupled with the integration of renewable energy and growing cyber-physical interactions, has heightened the vulnerability of power systems to both ...
IEEE

Nodules Detection in Lungs CT Images Using Improved YOLOV5 and Classification of Types of Nodules by CNN-SVM

Abstract: Lung nodule detection in computed tomography (CT) imaging is crucial for the early diagnosis and treatment of lung disorders. This study explores the application of deep learning algori thms ...
IEEE

Advancing Tennis Analytics: A Hybrid CNN-SVM Approach for Serve Action Classification

Abstract: The study seeks to determine the effect of blending the eradicate CNN-SVM model on accurately identifying tennis serve shot movements. The model utilizes a large dataset of high-definition ...
IEEE

A Point Cloud-Based Multi-class Car Classification by Using mmWave Radar and Deep Learning Models

Abstract: Object detection and classification have shown a great interest in the recent past. It helps to enhance efficiency, security, and safety in broad applications, including traffic management, ...