FL-PMI: Federated Learning-Based Person Movement Identification through Wearable Devices in Smart Healthcare Systems

Federated learning enabled digital twins for smart cities: Concepts, recent advances, and future directions

(2022) Swarna Priya Ramu et al.   Sustainable Cities and Society

Machine learning applications in microbial ecology, human microbiome studies, and environmental monitoring

(2021) Ryan B. Ghannam et al.   Computational and Structural Biotechnology Journal

IoT-Based Applications in Healthcare Devices

(2021) Bikash Pradhan et al.   Journal of Healthcare Engineering

Agent architecture of an intelligent medical system based on federated learning and blockchain technology

(2021) Dawid Połap et al.   Journal of Information Security and Applications

Integration of blockchain and federated learning for Internet of Things: Recent advances and future challenges

(2021) Mansoor Ali et al.   COMPUTERS & SECURITY

Flexible and Wearable EMG and PSD Sensors Enabled Locomotion Mode Recognition for IoHT-Based In-Home Rehabilitation

(2021) Yifan Zhao et al.   IEEE SENSORS JOURNAL

A Hybrid Deep Reinforcement Learning For Autonomous Vehicles Smart-Platooning

(2021) Sahaya Beni Prathiba et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Genetic CFL: Hyperparameter Optimization in Clustered Federated Learning

(2021) Shaashwat Agrawal et al.   Computational Intelligence and Neuroscience

Temporal Weighted Averaging for Asynchronous Federated Intrusion Detection Systems

(2021) Shaashwat Agrawal et al.   Computational Intelligence and Neuroscience

Federated Learning for Cybersecurity: Concepts, Challenges, and Future Directions

(2021) Mamoun Alazab et al.   IEEE Transactions on Industrial Informatics

Cybertwin-Driven Federated Learning Based Personalized Service Provision for 6G-V2X

(2021) Sahaya Beni Prathiba et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications

(2021) Hemant Ghayvat et al.   IEEE Journal of Biomedical and Health Informatics

Experience-Driven Attack Design and Federated-Learning-Based Intrusion Detection in Industry 4.0

(2021) Bushra Tahir et al.   IEEE Transactions on Industrial Informatics

Federated Learning Empowered Computation Offloading and Resource Management in 6G-V2X

(2021) Sahaya Beni Prathiba et al.   IEEE Transactions on Network Science and Engineering

Secure-Enhanced Federated Learning for AI-Empowered Electric Vehicle Energy Prediction

(2021) Weizheng Wang et al.   IEEE Consumer Electronics Magazine

Wearable sensor-based evaluation of psychosocial stress in patients with metabolic syndrome

(2020) Fatma Patlar Akbulut et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Wearable Sensor-Based Human Activity Recognition Using Hybrid Deep Learning Techniques

(2020) Huaijun Wang et al.   Security and Communication Networks

FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare

(2020) Yiqiang Chen et al.   IEEE INTELLIGENT SYSTEMS

A survey on security and privacy of federated learning

(2020) Viraaji Mothukuri et al.   Future Generation Computer Systems-The International Journal of eScience

Smart Aging System: Uncovering the Hidden Wellness Parameter for Well-Being Monitoring and Anomaly Detection

(2019) Hemant Ghayvat et al.   SENSORS

Deep Temporal Multimodal Fusion for Medical Procedure Monitoring Using Wearable Sensors

(2018) Edgar A. Bernal et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors

(2018) Frédéric Li et al.   SENSORS

Wearable Sensor Devices for Prevention and Rehabilitation in Healthcare: Swimming Exercise with Real-time Therapist Feedback

(2018) Anton Kos et al.   IEEE Internet of Things Journal

A wearable sensor-based activity prediction system to facilitate edge computing in smart healthcare system

(2018) Md. Zia Uddin   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Wearable Computing for Internet of Things: A Discriminant Approach for Human Activity Recognition

(2018) Wei Lu et al.   IEEE Internet of Things Journal

Analysis of Public Datasets for Wearable Fall Detection Systems

(2017) Eduardo Casilari et al.   SENSORS

Wearable Sensors for Remote Health Monitoring

(2017) Sumit Majumder et al.   SENSORS

A Review on Human Activity Recognition Using Vision-Based Method

(2017) Shugang Zhang et al.   Journal of Healthcare Engineering

UniMiB SHAR: A Dataset for Human Activity Recognition Using Acceleration Data from Smartphones

(2017) Daniela Micucci et al.   Applied Sciences-Basel