A review of abnormal behavior detection in activities of daily living

NC Tay, T Connie, TS Ong, ABJ Teoh, PS Teh - IEEE Access, 2023 - ieeexplore.ieee.org
Abnormal behavior detection (ABD) systems are built to automatically identify and recognize
abnormal behavior from various input data types, such as sensor-based and vision-based …

Transformer with bidirectional GRU for nonintrusive, sensor-based activity recognition in a multiresident environment

D Chen, S Yongchareon, EMK Lai, J Yu… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Several techniques for human activity recognition (HAR) in a smart indoor environment have
been developed and improved along with the rapid advancement of sensor technologies …

Detecting abnormal behaviours of institutionalized older adults through a hybrid-inference approach

V Soto-Mendoza, JA García-Macías, E Chávez… - Pervasive and Mobile …, 2017 - Elsevier
Residences for geriatric patients are usually understaffed, with each caregiver being in
charge of several residents. A caregiver must assess the well being of residents and report …

Indoor localization techniques within a home monitoring platform

I Marin, MI Bocicor, AJ Molnar - … 2019, Heraklion, Crete, Greece, May 4–5 …, 2020 - Springer
This paper details a number of indoor localization techniques developed for real-time
monitoring of older adults. These were developed within the framework of the i-Light …

Behavior analysis for elderly

AA Salah, BJA Kröse, DJ Cook - … , HBU 2015, Osaka, Japan, September 8 …, 2015 - Springer
Ubiquitous computing, new sensor technologies, and increasingly available and accessible
algorithms for pattern recognition and machine learning enable automatic analysis and …

A system to match behaviors and performance of learners from user-object interactions: model and architecture

JG Hernández-Calderón… - International Journal of …, 2019 - igi-global.com
Intelligent environments in educational settings are aimed at supporting the learning
process with an unobtrusive monitoring of the student while doing his/her activities. A desk is …

[PDF][PDF] Deep Learning Model to Predict the Behavior of an Elder in a Smart Home

UK Sridevi, S Sophia, P Shanthi - Indian Journal …, 2019 - sciresol.s3.us-east-2.amazonaws …
Objective: The aim of smart home is to create an environment that is aware of the activities of
elderly, disabled people within home and then predicting their behavior which aids for …

Detección y visualización de comportamientos no usuales en adultos mayores institucionalizados a través de un análisis híbrido

VS MENDOZA - 2017 - cicese.repositorioinstitucional.mx
En las residencias geriátricas, los cuidadores de adultos mayores llevan bitácoras donde
registran las actividades diarias mientras atienden a los residentes. Para este trabajo se …

Towards the construction of a data visualization tool for geriatric centers

AT Zazueta, LA Castro, CB Pérez… - 2017 12th Iberian …, 2017 - ieeexplore.ieee.org
Older adults can suffer from neogogenerative diseases, which makes them dependent on
trained personnel in geriatric centers. The main contribution of this paper is a conceptual …

A visualization tool to support the decision making process of managers and caregivers from geriatric residences

AT Zazueta, JB Márquez, VS Mendoza - Avances en Interacción …, 2016 - revistaaihc.mx
Geriatric residences are companies dedicated to provide care to older adults. Usually, the
number of residents surpasses the number of caregivers producing that the caregivers are …