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- research-articleSeptember 2024
Revolutionizing healthcare: IoMT-enabled digital enhancement via multimodal ADL data fusion
Information Fusion (INFU), Volume 111, Issue Chttps://doi.org/10.1016/j.inffus.2024.102518AbstractThe present research develops a framework to refine the classification of an individual’s activities and recognize wellness associated with their routine. The framework improves the accuracy of the classification of routine activities of a person,...
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Highlights- IoMT seamlessly integrates multimodal sensors, revolutionizing healthcare through real-time ADL monitoring.
- Multimodal ADL data fusion provides comprehensive insights into elderly living patterns and events.
- AI algorithms enable ...
- research-articleJuly 2024
Deep learning for computer vision based activity recognition and fall detection of the elderly: a systematic review
Applied Intelligence (KLU-APIN), Volume 54, Issue 19Pages 8982–9007https://doi.org/10.1007/s10489-024-05645-1AbstractAs the proportion of elderly individuals in developed countries continues to rise globally, addressing their healthcare needs, particularly in preserving their autonomy, is of paramount concern. A growing body of research focuses on Ambient ...
- review-articleJuly 2024
Application of artificial intelligence in active assisted living for aging population in real-world setting with commercial devices – A scoping review
- Kang Wang,
- Moojan Ghafurian,
- Dmytro Chumachenko,
- Shi Cao,
- Zahid A. Butt,
- Shahan Salim,
- Shahabeddin Abhari,
- Plinio P. Morita
Computers in Biology and Medicine (CBIM), Volume 173, Issue Chttps://doi.org/10.1016/j.compbiomed.2024.108340Abstract BackgroundThe aging population is steadily increasing, posing new challenges and opportunities for healthcare systems worldwide. Technological advancements, particularly in commercially available Active Assisted Living devices, offer a promising ...
Highlights- AI integration in Active Assisted Living devices aids healthy aging and independent living.
- Majority of studies (61%) published post-2020, highlighting a growing research interest.
- Tree-based and neural network algorithms most used ...
- research-articleMay 2023
Lessons Learned from Older Adults Fusing of an Augmented Reality, Assisted Living and Social Interaction Platform
- Achilleas Achilleos,
- Christos Mettouris,
- Alexandros Yeratziotis,
- Joanna Starosta-Sztuczka,
- Sotiria Moza,
- Andria Hadjicosta,
- Stylianos Georgiou,
- Charalampos Theodorou,
- Constantinos Tevkros Loizou,
- Karol Pecyna,
- Kale Strahinja Lazic,
- Stefan Parker,
- George A. Papadopoulos
SN Computer Science (SNCS), Volume 4, Issue 4https://doi.org/10.1007/s42979-023-01791-4AbstractThe aging population and the subsequent changing societal structures are foreseen to bring both opportunities and challenges for the economy, services and society at large. Digital exclusion among older people may become less of an issue in the ...
- research-articleDecember 2022
Machine learning approaches for non-intrusive home absence detection based on appliance electrical use
Expert Systems with Applications: An International Journal (EXWA), Volume 210, Issue Chttps://doi.org/10.1016/j.eswa.2022.118454AbstractHome absence detection is an emerging field on smart home installations. Identifying whether or not the residents of the house are present, is important in numerous scenarios. Possible scenarios include but are not limited to: elderly ...
Highlights- Home absence detection using appliance electricity use is feasible.
- Most common ...
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- ArticleJuly 2022
Low-Cost Voice Assistant Design and Testing for Older Adults
- Bárbara Farías-Barraza,
- Marcelo Reyes-Rogget,
- Felipe A. López,
- Ignacio N. López-Martínez,
- Carlos Contreras-Bolton,
- Rodrigo Linfati,
- Gustavo Gatica
Computer Information Systems and Industrial ManagementPages 107–122https://doi.org/10.1007/978-3-031-10539-5_8AbstractBy the year 2050, at least 2 billion people will be over 60 years of age, making it one of the age groups of greatest concern. One of the biggest concerns of this group is loneliness and as a consequence of it, loss of autonomy and decreased daily ...
- ArticleJuly 2022
Internet of Things – Services and Applications for People with Disabilities and Elderly Persons: Introduction to the Special Thematic Session
Computers Helping People with Special NeedsPages 101–104https://doi.org/10.1007/978-3-031-08645-8_12AbstractThis short paper presents and summarizes six Special Thematic Session (STS) papers discussing accessibility and usability aspects related to the Internet of Things for elderly and disabled people. The papers include case studies, the development ...
- ArticleJune 2022
Digital Twin Driven Smart Home: A Feasibility Study
Participative Urban Health and Healthy Aging in the Age of AIPages 18–29https://doi.org/10.1007/978-3-031-09593-1_2AbstractWe aim to facilitate the daily-life activities of frail or elderly people in collaboration with mobile assistive robots through the means of a digital twin-powered smart home. Being able to quickly and efficiently produce a digital twin of the ...
- ArticleJune 2022
The Context-Aware Reasoning Health Emergency (CARE) Notification System
Distributed, Ambient and Pervasive Interactions. Smart Living, Learning, Well-being and Health, Art and CreativityPages 320–335https://doi.org/10.1007/978-3-031-05431-0_22AbstractContext-aware reasoning (C-AR) systems already provide users with preventive and reactive services aiding them in managing their health conditions. However, there is a gap in the services C-AR systems provide regarding the notification of health ...
- review-articleJune 2022
AnAbEL: towards empowering people living with dementia in ambient assisted living
Universal Access in the Information Society (UAIS), Volume 21, Issue 2Pages 457–476https://doi.org/10.1007/s10209-020-00760-5AbstractAmbient assisted living aims to support the well-being of people with special needs by offering assistive solutions. Systems focused on dementia increase the autonomy of people living with dementia by monitoring their activities. Topics such as ...
- ArticleMarch 2022
Serious Games for Cognitive Training in Ambient Assisted Living Environments – A Technology Acceptance Perspective
Human-Computer Interaction – INTERACT 2015Pages 453–471https://doi.org/10.1007/978-3-319-22701-6_34AbstractTwo technology trends address the rising costs of healthcare systems in aging societies: Serious Games for Healthcare and Ambient Assisted Living Environments. Surprisingly, these concepts are rarely combined and the users’ perception and use of ...
- research-articleDecember 2021
Predicting activities of daily living via temporal point processes: Approaches and experimental results
Computers and Electrical Engineering (CENG), Volume 96, Issue PBhttps://doi.org/10.1016/j.compeleceng.2021.107567AbstractActivity Prediction is foreseeing the following activity people are going to execute. This is a crucial task in smart home environments, i.e., in order to facilitate the daily routines of elderly people with or without special needs. In this ...
- ArticleSeptember 2021
Evaluation of Indoor Localisation and Heart Rate Evolution
Computational Science and Its Applications – ICCSA 2021Pages 75–89https://doi.org/10.1007/978-3-030-86976-2_6AbstractThe number of older adults and their proportion within the general population are expected to increase in the upcoming decades. Decision makers have turned to technology in order to provide cost-mitigating solutions. Assisstive systems have been ...
- ArticleJuly 2021
Smart Home Based Sleep Disorder Recognition for Ambient Assisted Living
Artificial Intelligence and SecurityPages 466–475https://doi.org/10.1007/978-3-030-78612-0_37AbstractAs the age profile of many societies continues to increase, supporting health, both mental and physical, is of increasing importance if independent living is to be maintained. Sensing and, ultimately, recognising activities of daily living has ...
- research-articleJune 2021
First-person activity recognition from micro-action representations using convolutional neural networks and object flow histograms
- Panagiotis Giannakeris,
- Panagiotis C. Petrantonakis,
- Konstantinos Avgerinakis,
- Stefanos Vrochidis,
- Ioannis Kompatsiaris
Multimedia Tools and Applications (MTAA), Volume 80, Issue 15Pages 22487–22507https://doi.org/10.1007/s11042-020-09902-6AbstractA novel first-person human activity recognition framework is proposed in this work. Our proposed methodology is inspired by the central role moving objects have in egocentric activity videos. Using a Deep Convolutional Neural Network we detect ...
- research-articleJune 2021
TV as an experience conveyer for better acceptance of ICT services by older adults
Universal Access in the Information Society (UAIS), Volume 20, Issue 2Pages 359–374https://doi.org/10.1007/s10209-020-00731-wAbstractIn today’s society, the average age of the population is constantly increasing, together with the need to assist them through specific social services. Information technologies can be exploited to help monitoring pathologies in long-term care ...
- research-articleJune 2021
Using technology to encourage a healthier lifestyle in people with Down’s syndrome
Universal Access in the Information Society (UAIS), Volume 20, Issue 2Pages 343–358https://doi.org/10.1007/s10209-020-00721-yAbstractThis article reports on the development of a mobile app developed to encourage healthier lifestyles, with emphasis on food intake, by people with Down’s syndrome. The system started by considering generic guidelines on designing technology for ...
- research-articleMay 2021
Space-time flexible kernel for recognizing activities from wearable cameras
Pattern Analysis & Applications (PAAS), Volume 24, Issue 2Pages 843–852https://doi.org/10.1007/s10044-020-00942-0AbstractRecognizing activities of daily living is useful for ambient assisted living. In this regard, the use of wearable cameras is a promising technology. In this paper, we propose a novel approach for recognizing activities of daily living using ...
- research-articleMarch 2021
Securing IoT Applications with Smart Objects: Framework and a Socially Assistive Robots Case Study
Wireless Personal Communications: An International Journal (WPCO), Volume 117, Issue 1Pages 261–280https://doi.org/10.1007/s11277-020-07039-1AbstractThe expanded deployment of smart objects in IoT applications is pushing existing IoT platform architectures and their security functionalities to their limits. Indeed, smart objects exhibit semi-autonomous behaviours, are not centrally controlled ...
- ArticleNovember 2020
Management at the Edge of Situation Awareness During Patient Telemonitoring
- Carmelo Ardito,
- Tommaso Di Noia,
- Corrado Fasciano,
- Domenico Lofù,
- Nicola Macchiarulo,
- Giulio Mallardi,
- Andrea Pazienza,
- Felice Vitulano
AIxIA 2020 – Advances in Artificial IntelligencePages 372–387https://doi.org/10.1007/978-3-030-77091-4_23AbstractThe SARS-CoV-2 pandemic has brought unexpected new scenarios in patient-care journeys and has accelerated this innovative process in the healthcare sector, demonstrating the importance of a systemic rethinking of remote care, mostly when patients ...