[HTML][HTML] Sensor-based agitation prediction in institutionalized people with dementia A systematic review

JK Deters, S Janus, JAL Silva, HJ Wörtche… - Pervasive and Mobile …, 2024 - Elsevier
Early detection of agitation in individuals with dementia can lead to timely interventions,
preventing the worsening of situations and enhancing their quality of life. The emergence of …

[HTML][HTML] Monitoring behavioral symptoms of dementia using activity trackers

J Favela, D Cruz-Sandoval, A Morales-Tellez… - Journal of biomedical …, 2020 - Elsevier
Tertiary disease prevention for dementia focuses on improving the quality of life of the
patient. The quality of life of people with dementia (PwD) and their caregivers is hampered …

Semi-automated data labeling for activity recognition in pervasive healthcare

D Cruz-Sandoval, J Beltran-Marquez… - Sensors, 2019 - mdpi.com
Activity recognition, a key component in pervasive healthcare monitoring, relies on
classification algorithms that require labeled data of individuals performing the activity of …

Empowering caregivers of people living with dementia to use music therapeutically at home: design opportunities

R Carrasco, F A. Baker, A A. Bukowska… - Proceedings of the …, 2020 - dl.acm.org
Human-computer interaction researchers have explored how to design technologies to
support people with dementia (PwD) and their caregivers, but limited attention has been …

[HTML][HTML] Disruptive situation detection on public transport through speech emotion recognition

E Mancini, A Galassi, F Ruggeri, P Torroni - Intelligent Systems with …, 2024 - Elsevier
Disruptive situations are emotionally-charged events diverging from ordinary behavior, like
people fighting or screaming. Public transports are one type of social environment where …

Ambient sound recognition of daily events by means of convolutional neural networks and fuzzy temporal restrictions

A Polo-Rodriguez, JM Vilchez Chiachio, C Paggetti… - Applied Sciences, 2021 - mdpi.com
The use of multimodal sensors to describe activities of daily living in a noninvasive way is a
promising research field in continuous development. In this work, we propose the use of …

Behavioral feature recognition of multi-task compressed sensing with fusion relevance in the Internet of Things environment

Z Sun, J Ye, T Wang, S Huang, J Luo - Computer Communications, 2020 - Elsevier
With the development of electronic and communication technologies, wireless sensors have
been widely used. Human behavior recognition based on micro-inertial sensor is an …

Sensor-based agitation prediction in institutionalized people with dementia A systematic review

J Kleine Deters, S Janus, JAL Silva, HJ Wörtche… - 2024 - dl.acm.org
Early detection of agitation in individuals with dementia can lead to timely interventions,
preventing the worsening of situations and enhancing their quality of life. The emergence of …

Smart technologies for monitoring older adults with dementia

J Beltrán, OA Montoya-Valdivia, RBDL Torre… - … -American Congress of …, 2021 - Springer
Nowadays, the elderly population has increased considerably as well as health problems
related to old age, such as dementia. Consequently, there is a need for constant monitoring …

HIGIA-Sistema de reconocimiento de actividades higiénicas con sensores multimodales

A Polo Rodríguez - 2022 - crea.ujaen.es
En este Trabajo de Fin de Máster se desarrolla un sistema de sensorización y
reconocimiento de actividades centrado en los hábitos de higiene de usuarios en espacios …