Scientific Research Publishing

UWB NLOS Signal Recognition Based on Deep Learning ()

However, in indoor environments, non-line-of-sight (NLOS) signals significantly degrade the ranging performance of UWB ...
IEEE

Investment Efficiency Prediction and Dynamic Optimization Based on Deep Learning Algorithm

Abstract: Traditional investment efficiency evaluation methods have problems such as low accuracy, slow response speed, and static analysis in terms of multi-dimensional feature processing, dynamic ...
Morning Overview on MSN

New AI drone finds hidden land mines 10x faster than humans

AI-powered drones are now scanning minefields in Ukraine at a pace that manual survey teams cannot match, with one company reporting that its detection dataset has surpassed 36,000 landmine ...
IEEE

Enhanced Hybrid Deep Learning Model for Cybersecurity Threat Detection Using CNN-Bi-LSTM and Feature Optimization

Abstract: During the age of high-speed digital advancement, cyber threats increase not merely in numbers but also in complexity, threatening contemporary networks significantly. This article presents ...
IEEE

Pattern Recognition of GIS Partial Discharge Optical Signal Based on GWO-CNN Algorithm

Abstract: During the manufacturing, transportation, and assembly processes of Gas Insulated Switchgear (GIS), internal insulation defects can lead to partial discharge (PD), posing risks to ...
IEEE

Movie Recommendation System Using CNN Algorithm

Abstract: Recommendation systems are critical for web-based film administrations like Netflix in assisting clients in discovering new films to enjoy. The proposed work uses AI (Artificial Intelligence ...
Scientific Research Publishing

Cybersecurity and Forensic Audio Analysis: Deepfake Detection Based on Mfcc, Audio-Text Disconsistency, and Prosodic Features ()

1 Department of Computer and Instructional Technologies Education, Gazi Faculty of Education, Gazi University, Ankara, Türkiye. 2 Department of Forensic Informatics, Institute of Informatics, Gazi ...
IEEE

Comparative Study of CNN, LSTM, CNN-LSTM and GluonTS Machine Learning Algorithms on Water Quality Index (WQI) Prediction

Abstract: Approaches based on artificial intelligence offer promising prospects for optimizing water supply and sanitation systems while guaranteeing the quality of drinking water, surface water, and ...
IEEE

Real-Time Gesture Recognition Algorithm Using CNN and LSTM for Secure Human-Computer Interaction

The need for real-time, user-friendly communication interfaces has driven gesture recognition system development. This need spurred system growth. This need has pushed Human-Computer Interaction (HCI) ...
IEEE

Efficiency and Adaptability of Deep Learning Architectures: A Performance Comparison of CNN, Transformer, and Hybrid Models

Abstract: Innovations in deep learning architectures are driving a paradigm shift in computer vision. While traditional convolutional neural networks (CNNs) have long dominated image tasks due to ...