Human activity classification using Decision Tree and Naïve Bayes classifiers

Sensor Technologies for Fall Detection Systems: A Review

(2020) Anuradha Singh et al.   IEEE SENSORS JOURNAL

Wearable Computing With Distributed Deep Learning Hierarchy: A Study of Fall Detection

(2020) Xiaoye Qian et al.   IEEE SENSORS JOURNAL

Deep-Learning-Enhanced Human Activity Recognition for Internet of Healthcare Things

(2020) Xiaokang Zhou et al.   IEEE Internet of Things Journal

Optimizing multi-sensor deployment via ensemble pruning for wearable activity recognition

(2018) Jingjing Cao et al.   Information Fusion

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

(2018) Frédéric Li et al.   SENSORS

Internet-of-Things and Smart Homes for Elderly Healthcare: An End User Perspective

(2018) Debajyoti Pal et al.   IEEE Access

On Spatial Diversity in WiFi-based Human Activity Recognition: A Deep Learning based Approach

(2018) Fangxin Wang et al.   IEEE Internet of Things Journal

Concurrent Recognition of Cross-Scale Activities via Sensorless Sensing

(2018) Wang Lin et al.   IEEE SENSORS JOURNAL

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

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

Device-Free Human Activity Recognition Using Commercial WiFi Devices

(2017) Wei Wang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Toward an Unsupervised Approach for Daily Gesture Recognition in Assisted Living Applications

(2017) Alessandra Moschetti et al.   IEEE SENSORS JOURNAL

Recognizing Human Activity in Free-Living Using Multiple Body-Worn Accelerometers

(2017) Elliott Fullerton et al.   IEEE SENSORS JOURNAL

Robust Human Activity Recognition Using Smartphone Sensors via CT-PCA and Online SVM

(2017) Zhenghua Chen et al.   IEEE Transactions on Industrial Informatics

RT-Fall: A Real-Time and Contactless Fall Detection System with Commodity WiFi Devices

(2017) Hao Wang et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

A review of Internet of Things for smart home: Challenges and solutions

(2017) Biljana L. Risteska Stojkoska et al.   JOURNAL OF CLEANER PRODUCTION

A novel orientation- and location-independent activity recognition method

(2017) Dianxi Shi et al.   Personal and Ubiquitous Computing

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

(2017) Eftim Zdravevski et al.   IEEE Access

AutoDietary: A Wearable Acoustic Sensor System for Food Intake Recognition in Daily Life

(2016) Yin Bi et al.   IEEE SENSORS JOURNAL

Multi-view human activity recognition based on silhouette and uniform rotation invariant local binary patterns

(2016) Alok Kumar Singh Kushwaha et al.   MULTIMEDIA SYSTEMS

Enabling IoT for In-Home Rehabilitation: Accelerometer Signals Classification Methods for Activity and Movement Recognition

(2016) Igor Bisio et al.   IEEE Internet of Things Journal

Information and communications technologies for elderly ubiquitous healthcare in a smart home

(2015) M. Jamal Deen   Personal and Ubiquitous Computing

Genetic Algorithm-Based Classifiers Fusion for Multisensor Activity Recognition of Elderly People

(2015) Saisakul Chernbumroong et al.   IEEE Journal of Biomedical and Health Informatics

Highly Accurate Recognition of Human Postures and Activities Through Classification With Rejection

(2014) Wenlong Tang et al.   IEEE Journal of Biomedical and Health Informatics

Classification of Sporting Activities Using Smartphone Accelerometers

(2013) Edmond Mitchell et al.   SENSORS

Child Activity Recognition Based on Cooperative Fusion Model of a Triaxial Accelerometer and a Barometric Pressure Sensor

(2013) Yunyoung Nam et al.   IEEE Journal of Biomedical and Health Informatics

A Framework for Daily Activity Monitoring and Fall Detection Based on Surface Electromyography and Accelerometer Signals

(2013) Juan Cheng et al.   IEEE Journal of Biomedical and Health Informatics

Postural instability and fall risk in Parkinson’s disease: impaired dual tasking, pacing, and bilateral coordination of gait during the “ON” medication state

(2011) Meir Plotnik et al.   EXPERIMENTAL BRAIN RESEARCH

Monitoring of Posture Allocations and Activities by a Shoe-Based Wearable Sensor

(2010) Edward S Sazonov et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Preprocessing techniques for context recognition from accelerometer data

(2010) Davide Figo et al.   Personal and Ubiquitous Computing

Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers

(2010) Andrea Mannini et al.   SENSORS