Identifying and Monitoring the Daily Routine of Seniors Living at Home

Behavior Modeling for a Beacon-Based Indoor Location System

(2021) Aritz Bilbao-Jayo et al.   SENSORS

“It’s Like Juggling, Constantly Trying to Keep All Balls in the Air”: A Qualitative Study of the Support Needs of Working Caregivers Taking Care of Older Adults

(2021) Eline E. Vos et al.   International Journal of Environmental Research and Public Health

Delaying memory decline: different options and emerging solutions

(2020) Felicitas Schneider et al.   Translational Psychiatry

Spatio-Temporal Abnormal Behavior Prediction in Elderly Persons Using Deep Learning Models

(2020) Meriem Zerkouk et al.   SENSORS

Smart Environments and Social Robots for Age-Friendly Integrated Care Services

(2020) Ionut Anghel et al.   International Journal of Environmental Research and Public Health

Are Strategies Favoring Pattern Matching a Viable Way to Improve Complexity Estimation Based on Sample Entropy?

(2020) Alberto Porta et al.   Entropy

Entropy-Based Approach in Selection Exact String-Matching Algorithms

(2020) Ivan Markić et al.   Entropy

Activity recognition and anomaly detection in smart homes

(2020) Labiba Gillani Fahad et al.   NEUROCOMPUTING

A Framework for Detecting and Analyzing Behavior Changes of Elderly People over Time Using Learning Techniques

(2020) Dorsaf Zekri et al.   SENSORS

Detection of abnormal behaviour for dementia sufferers using Convolutional Neural Networks

(2019) Damla Arifoglu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Unobtrusive Monitoring the Daily Activity Routine of Elderly People Living Alone, with Low-Cost Binary Sensors

(2019) Ioan Susnea et al.   SENSORS

Personalized real-time anomaly detection and health feedback for older adults

(2019) Parvaneh Parvin et al.   Journal of Ambient Intelligence and Smart Environments

Detecting deviations from activities of daily living routines using kinect depth maps and power consumption data

(2019) Hossein Pazhoumand-Dar et al.   Journal of Ambient Intelligence and Humanized Computing

A survey on health monitoring systems for health smart homes

(2018) Haider Mshali et al.   INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS

A sequence-to-sequence model-based deep learning approach for recognizing activity of daily living for senior care

(2018) Hongyi Zhu et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A User-Adaptive Algorithm for Activity Recognition Based on K-Means Clustering, Local Outlier Factor, and Multivariate Gaussian Distribution

(2018) Shizhen Zhao et al.   SENSORS

Automatic Extraction of Behavioral Patterns for Elderly Mobility and Daily Routine Analysis

(2018) Chen Li et al.   ACM Transactions on Intelligent Systems and Technology

Towards context-aware assistive applications for aging in place via real-life-proof activity detection

(2018) Loïc Caroux et al.   Journal of Ambient Intelligence and Smart Environments

A Novel Robust Trilateration Method Applied to Ultra-Wide Bandwidth Location Systems

(2017) Jiahong Li et al.   SENSORS

A Behaviour Monitoring System (BMS) for Ambient Assisted Living

(2017) et al.   SENSORS

SmartFABER: Recognizing fine-grained abnormal behaviors for early detection of mild cognitive impairment

(2016) Daniele Riboni et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Detecting and exploring deviating behaviour of smart home residents

(2016) Jens Lundström et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

(2016) Francisco Ordóñez et al.   SENSORS

Modeling patterns of activities using activity curves

(2016) Prafulla N. Dawadi et al.   Pervasive and Mobile Computing

Two-Layer Hidden Markov Model for Human Activity Recognition in Home Environments

(2016) M. Humayun Kabir et al.   International Journal of Distributed Sensor Networks

Wearable Sensor-Based Behavioral Anomaly Detection in Smart Assisted Living Systems

(2015) Chun Zhu et al.   IEEE Transactions on Automation Science and Engineering

A context-aware approach for long-term behavioural change detection and abnormality prediction in ambient assisted living

(2015) Abdur Rahim Mohammad Forkan et al.   PATTERN RECOGNITION

Ambient and smartphone sensor assisted ADL recognition in multi-inhabitant smart environments

(2015) Nirmalya Roy et al.   Journal of Ambient Intelligence and Humanized Computing

From "smart objects" to "social objects": The next evolutionary step of the internet of things

(2014) Luigi Atzori et al.   IEEE COMMUNICATIONS MAGAZINE

Sensor-based Bayesian detection of anomalous living patterns in a home setting

(2014) Fco Javier Ordóñez et al.   Personal and Ubiquitous Computing

Patterns, Entropy, and Predictability of Human Mobility and Life

(2012) Shao-Meng Qin et al.   PLoS One