A federated learning system with enhanced feature extraction for human activity recognition

RTFN: A robust temporal feature network for time series classification

(2021) Zhiwen Xiao et al.   INFORMATION SCIENCES

Collaborative learning based on centroid-distance-vector for wearable devices

(2020) Dequn Kong et al.   KNOWLEDGE-BASED SYSTEMS

A knowledge-light approach to personalised and open-ended human activity recognition

(2020) Anjana Wijekoon et al.   KNOWLEDGE-BASED SYSTEMS

Highly efficient federated learning with strong privacy preservation in cloud computing

(2020) Chen Fang et al.   COMPUTERS & SECURITY

Computation offloading in Edge Computing environments using Artificial Intelligence techniques

(2020) Gonçalo Carvalho et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Federated and secure cloud services for building medical image classifiers on an intercontinental infrastructure

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

A Many-Objective Optimization Model of Industrial Internet of Things Based on Private Blockchain

(2020) Bin Cao et al.   IEEE NETWORK

The fusion of Internet of Intelligent Things (IoIT) in remote diagnosis of obstructive Sleep Apnea: A survey and a new model

(2020) Mohamed Abdel-Basset et al.   Information Fusion

A review and categorization of techniques on device-free human activity recognition

(2020) Zawar Hussain et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A Comparative Analysis of Hybrid Deep Learning Models for Human Activity Recognition

(2020) Saedeh Abbaspour et al.   SENSORS

A survey on security and privacy of federated learning

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

A survey on wearable sensor modality centred human activity recognition in health care

(2019) Yan Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

MCS-Chain: Decentralized and trustworthy mobile crowdsourcing based on blockchain

(2019) Wei Feng et al.   Future Generation Computer Systems-The International Journal of eScience

Patient Clustering Improves Efficiency of Federated Machine Learning to Predict Mortality and Hospital Stay Time Using Distributed Electronic Medical Records

(2019) Li Huang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A light weight smartphone based human activity recognition system with high accuracy

(2019) Md Osman Gani et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Modified deep residual network architecture deployed on serverless framework of IoT platform based on human activity recognition application

(2019) Alireza Keshavarzian et al.   Future Generation Computer Systems-The International Journal of eScience

On identification of driving-induced stress using electroencephalogram signals: A framework based on wearable safety-critical scheme and machine learning

(2019) Zahid Halim et al.   Information Fusion

Adaptive sliding window based activity recognition for assisted livings

(2019) Congcong Ma et al.   Information Fusion

Privacy-aware service placement for mobile edge computing via federated learning

(2019) Yongfeng Qian et al.   INFORMATION SCIENCES

A Novel IoT-Perceptive Human Activity Recognition (HAR) Approach Using Multihead Convolutional Attention

(2019) Haoxi Zhang et al.   IEEE Internet of Things Journal

Mobile Internet of Things Under Data Physical Fusion Technology

(2019) Zhihan Lv et al.   IEEE Internet of Things Journal

Interaction of Edge-Cloud Computing Based on SDN and NFV for Next Generation IoT

(2019) Zhihan Lv et al.   IEEE Internet of Things Journal

A robust human activity recognition system using smartphone sensors and deep learning

(2018) Mohammed Mehedi Hassan et al.   Future Generation Computer Systems-The International Journal of eScience

A Hybrid Hierarchical Framework for Gym Physical Activity Recognition and Measurement Using Wearable Sensors

(2018) Jun Qi et al.   IEEE Internet of Things Journal

Locomotion Activity Recognition Using Stacked Denoising Autoencoders

(2018) Fuqiang Gu et al.   IEEE Internet of Things Journal

A Multiview Discriminant Feature Fusion-Based Nonlinear Process Assessment and Diagnosis: Application to Medical Diagnosis

(2018) Anil Hazarika et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

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

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

Fuzzy system based human behavior recognition by combining behavior prediction and recognition

(2017) Ganbayar Batchuluun et al.   EXPERT SYSTEMS WITH APPLICATIONS

Efficient and privacy-aware multi-party classification protocol for human activity recognition

(2017) Zakaria Gheid et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Device free localization technology for human detection and counting with RF sensor networks: A review

(2017) Shaufikah Shukri et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Active and adaptive ensemble learning for online activity recognition from data streams

(2017) Bartosz Krawczyk   KNOWLEDGE-BASED SYSTEMS

Robust human activity recognition from depth video using spatiotemporal multi-fused features

(2017) Ahmad Jalal et al.   PATTERN RECOGNITION

Hand action detection from ego-centric depth sequences with error-correcting Hough transform

(2017) Chi Xu et al.   PATTERN RECOGNITION

Improving Activity Recognition Accuracy in Ambient-Assisted Living Systems by Automated Feature Engineering

(2017) Eftim Zdravevski et al.   IEEE Access

Device-Free RF Human Body Fall Detection and Localization in Industrial Workplaces

(2017) Sanaz Kianoush et al.   IEEE Internet of Things Journal

Mobile big data analytics using deep learning and apache spark

(2016) Mohammad Abu Alsheikh et al.   IEEE NETWORK

A knowledge-based resource discovery for Internet of Things

(2016) Charith Perera et al.   KNOWLEDGE-BASED SYSTEMS

Privacy-Preserving Detection of Sensitive Data Exposure

(2015) Xiaokui Shu et al.   IEEE Transactions on Information Forensics and Security

A framework for collaborative computing and multi-sensor data fusion in body sensor networks

(2015) Giancarlo Fortino et al.   Information Fusion

Sensor-based human activity recognition system with a multilayered model using time series shapelets

(2015) Li Liu et al.   KNOWLEDGE-BASED SYSTEMS

Deep learning

(2015) Yann LeCun et al.   NATURE

Sensor-Based Activity Recognition

(2012) Liming Chen et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE