AIMC Topic: Internet of Things

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An ensemble of deep representation learning with metaheuristic optimisation algorithm for critical health monitoring using internet of medical things.

Scientific reports Aug 10, 2025
The Internet of Things (IoT) plays a significant part in the healthcare field. The growth of smart devices, smart sensors, and advanced lightweight communication protocols has created an opportunity to connect medical devices for monitoring biomedica...
Humans Wearable Electronic Devices Monitoring, Physiologic Internet of Things Algorithms Deep Learning
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The analysis of interactive furniture design system based on artificial intelligence.

Scientific reports Aug 7, 2025
To enhance user interaction experience in furniture customization, this study optimizes an Internet of Things (IoT)-driven Artificial Intelligence (AI)-assisted design system. First, the study analyzes human-computer interaction theories in IoT envir...
Humans Artificial Intelligence Female Adult Adolescent Male Aged Internet of Things User-Computer Interface Middle Aged Young Adult Interior Design and Furnishings Virtual Reality
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FCMI-YOLO: An efficient deep learning-based algorithm for real-time fire detection on edge devices.

PloS one Aug 7, 2025
The rapid development of Internet of Things (IoT) technology and deep learning has propelled the deployment of vision-based fire detection algorithms on edge devices, significantly exacerbating the trade-off between accuracy and inference speed under...
Fires Algorithms Internet of Things Deep Learning
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Internet of things enabled deep learning monitoring system for realtime performance metrics and athlete feedback in college sports.

Scientific reports Aug 4, 2025
This study presents an Internet of Things (IoT)-enabled Deep Learning Monitoring (IoT-E-DLM) model for real-time Athletic Performance (AP) tracking and feedback in collegiate sports. The proposed work integrates advanced wearable sensor technologies ...
Universities Athletic Performance Athletes Deep Learning Wearable Electronic Devices Internet of Things Sports Humans Neural Networks, Computer Feedback Male Young Adult
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AI-Driven fetal distress monitoring SDN-IoMT networks.

PloS one Jul 31, 2025
The healthcare industry is transforming with the integration of the Internet of Medical Things (IoMT) with AI-powered networks for improved clinical connectivity and advanced monitoring capabilities. However, IoMT devices struggle with traditional ne...
Heart Rate, Fetal Fetal Monitoring Fetal Distress Artificial Intelligence Cardiotocography Algorithms Internet of Things Humans Female Neural Networks, Computer Deep Learning Pregnancy
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Ensemble of deep learning and IoT technologies for improved safety in smart indoor activity monitoring for visually impaired individuals.

Scientific reports Jul 30, 2025
Old and vision-impaired indoor action monitoring utilizes sensor technology to observe movement and interaction in the living area. This model can recognize changes from regular patterns, deliver alerts, and ensure safety in case of any dangers or la...
Neural Networks, Computer Deep Learning Humans Persons with Visual Disabilities Activities of Daily Living Internet of Things
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IoT enabled health monitoring system using rider optimization algorithm and joint process estimation.

Scientific reports Jul 29, 2025
The timely detection of abnormal health conditions is crucial in achieving successful medical intervention and enhancing patient outcomes. Despite advances in health monitoring, existing methods often struggle with achieving high accuracy, sensitivit...
Heart Rate Internet of Things Algorithms Support Vector Machine Monitoring, Physiologic Humans Neural Networks, Computer Machine Learning
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Blockchain framework with IoT device using federated learning for sustainable healthcare systems.

Scientific reports Jul 23, 2025
The Internet of Medical Things (IoMT) sector has advanced rapidly in recent years, and security and privacy are essential considerations in the IoMT due to the extensive scope and implementation of IoMT networks. Machine learning (ML) and blockchain ...
Machine Learning Delivery of Health Care Confidentiality Humans Blockchain Federated Learning Internet of Things Computer Security
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Enhancing IoT cybersecurity through lean-based hybrid feature selection and ensemble learning: A visual analytics approach to intrusion detection.

PloS one Jul 21, 2025
The dynamical growth of cyber threats in IoT setting requires smart and scalable intrusion detection systems. In this paper, a Lean-based hybrid Intrusion Detection framework using Particle Swarm Optimization and Genetic Algorithm (PSO-GA) to select ...
Ensemble Learning Humans Machine Learning Internet of Things Computer Security Algorithms
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A hybrid fog-edge computing architecture for real-time health monitoring in IoMT systems with optimized latency and threat resilience.

Scientific reports Jul 15, 2025
The advancement of the Internet of Medical Things (IoMT) has transformed healthcare delivery by enabling real-time health monitoring. However, it introduces critical challenges related to latency and, more importantly, the secure handling of sensitiv...
Internet of Things Humans Monitoring, Physiologic Computer Security Cloud Computing
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