Unsupervised Forecasting and Anomaly Detection of ADLs in single-resident elderly smart homes-Reference-Cited by-同舟云学术

Unsupervised Forecasting and Anomaly Detection of ADLs in single-resident elderly smart homes

Published:2023-03-27 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing
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Author:

Shahid Zahraa Khais¹²^ORCID,Saguna Saguna¹^ORCID,Åhlund Christer¹^ORCID

Affiliation:

1. Department of Computer Science, Electrical and Space Engineering, Luleå University of Technology, Skellefteå, Sweden

2. Infrastructure, IT Department, Skellefteå Municipality, Skellefteå, Sweden

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3555776.3577822

Reference14 articles.

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2. World Health Organization . Rates of dementia , 2022 . World Health Organization. Rates of dementia, 2022.

3. Ministry of Health and Social Affairs . Nationell strategi för omsorg om personer med demenssjukdom , 2018 . Ministry of Health and Social Affairs. Nationell strategi för omsorg om personer med demenssjukdom, 2018.

4. The societal costs of dementia in sweden 2012 - relevance and methodological challenges in valuing informal care;Anders Wimo;Alzheimer's Research Therapy,2016

5. Roschelle L Fritz and D Cook . Identifying varying health states in smart home sensor data: An expert-guided approach. In World Multi-Conference of Systemics , Cybernetics and Informatics: WMSCI 2017 , 2017 . Roschelle L Fritz and D Cook. Identifying varying health states in smart home sensor data: An expert-guided approach. In World Multi-Conference of Systemics, Cybernetics and Informatics: WMSCI 2017, 2017.

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1. Federated Learning for Unsupervised Anomaly Detection in ADLs of Elderly in Single-resident Smart Homes;Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing;2024-04-08

2. Anomaly Detection in Smart Environments: A Comprehensive Survey;IEEE Access;2024

3. Forecasting and Detecting Anomalies in ADLs in Single-Resident Elderly Smart Homes;Proceedings of the International Conference on Research in Adaptive and Convergent Systems;2023-08-06