Non-intrusive human activity recognition and abnormal behavior detection on elderly people: a review

Machine learning approaches for non-intrusive load monitoring: from qualitative to quantitative comparation

(2018) Christoforos Nalmpantis et al.   ARTIFICIAL INTELLIGENCE REVIEW

Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength

(2018) Lina Yao et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Transition activity recognition using fuzzy logic and overlapped sliding window-based convolutional neural networks

(2018) Jaewoong Kang et al.   JOURNAL OF SUPERCOMPUTING

Assessing Human Activity in Elderly People Using Non-Intrusive Load Monitoring

(2017) José Alcalá et al.   SENSORS

Position-aware activity recognition with wearable devices

(2017) Timo Sztyler et al.   Pervasive and Mobile Computing

Mobile activity recognition and fall detection system for elderly people using Ameva algorithm

(2017) Miguel Ángel Álvarez de la Concepción et al.   Pervasive and Mobile Computing

Human Activity Recognition in AAL Environments Using Random Projections

(2016) Robertas Damaševičius et al.   Computational and Mathematical Methods in Medicine

Human activity recognition with smartphone sensors using deep learning neural networks

(2016) Charissa Ann Ronao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evaluation of a smartphone human activity recognition application with able-bodied and stroke participants

(2016) N. A. Capela et al.   Journal of NeuroEngineering and Rehabilitation

Towards online and personalized daily activity recognition, habit modeling, and anomaly detection for the solitary elderly through unobtrusive sensing

(2016) Lei Meng et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Wearable Sensors for Human Activity Monitoring: A Review

(2015) Subhas Chandra Mukhopadhyay   IEEE SENSORS JOURNAL

Adaptive mobile activity recognition system with evolving data streams

(2015) Zahraa Said Abdallah et al.   NEUROCOMPUTING

Evaluation of Three State-of-the-Art Classifiers for Recognition of Activities of Daily Living from Smart Home Ambient Data

(2015) Tobias Nef et al.   SENSORS

The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes

(2015) Jack Kelly et al.   Scientific Data

A comparison of activity classification in younger and older cohorts using a smartphone

(2014) Michael B Del Rosario et al.   PHYSIOLOGICAL MEASUREMENT

2013 Alzheimer's disease facts and figures

(2013)   Alzheimers & Dementia

A Survey on Ambient-Assisted Living Tools for Older Adults

(2013) Parisa Rashidi et al.   IEEE Journal of Biomedical and Health Informatics

A Dynamic Evidential Network for Fall Detection

(2013) Paulo Armando Cavalcante Aguilar et al.   IEEE Journal of Biomedical and Health Informatics

A Survey on Human Activity Recognition using Wearable Sensors

(2012) Oscar D. Lara et al.   IEEE Communications Surveys and Tutorials

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

Evidential Networks for Reliability Analysis and Performance Evaluation of Systems With Imprecise Knowledge

(2009) C. Simon et al.   IEEE TRANSACTIONS ON RELIABILITY

Ameva: An autonomous discretization algorithm

(2008) L. Gonzalez-Abril et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evidential fusion of sensor data for activity recognition in smart homes

(2008) Xin Hong et al.   Pervasive and Mobile Computing