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Detecting Activities of Daily Living and Routine Behaviours in Dementia Patients Living Alone Using Smart Meter Load Disaggregation
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1 of the 30 references listed on this page is in the Retraction Watch database as retracted (export 2026-10-28): 10.1016/j.rser.2016.07.009 (notice 2020-11-26).
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/s11135-015-0174-4openalex-snapshot
Telehealth services evaluation: a combination of SERVQUAL model and importance-performance analysis
inferredcites →https://doi.org/10.1007/s12603-013-0356-5openalex-snapshot
Aging society and gerontechnology: A solution for an independent living?
inferredcites →https://doi.org/10.1016/j.arr.2013.01.002openalex-snapshot
Involving people with dementia in the development of supportive IT applications: A systematic review
inferredcites →https://doi.org/10.1016/j.eswa.2014.10.037openalex-snapshot
Detecting credit card fraud by Modified Fisher Discriminant Analysis
inferredcites →https://doi.org/10.1016/j.neucom.2011.10.037openalex-snapshot
Home electrical signal disaggregation for non-intrusive load monitoring (NILM) systems
inferredcites →https://doi.org/10.1016/j.rser.2016.07.009openalex-snapshot
RETRACTED: A review disaggregation method in Non-intrusive Appliance Load Monitoring
inferredcites →https://doi.org/10.1109/5.192069openalex-snapshot
Nonintrusive appliance load monitoring
inferredcites →https://doi.org/10.1109/access.2016.2557460openalex-snapshot
On a Training-Less Solution for Non-Intrusive Appliance Load Monitoring Using Graph Signal Processing
inferredcites →https://doi.org/10.1109/hsi.2015.7170674openalex-snapshot
Landmark detection for wearable home care ambient assisted living system
inferredcites →https://doi.org/10.1109/infvis.2005.1532152openalex-snapshot
Interactive Sankey diagrams
inferredcites →https://doi.org/10.1109/isgteurope.2012.6465888openalex-snapshot
3eHouses: A smart metering pilot in UK living labs
inferredcites →https://doi.org/10.1109/jbhi.2012.2234129openalex-snapshot
A Survey on Ambient-Assisted Living Tools for Older Adults
inferredcites →https://doi.org/10.1109/mcom.2012.6178839openalex-snapshot
Cooperative transmission for meter data collection in smart grid
inferredcites →https://doi.org/10.1109/nnsp.1997.622408openalex-snapshot
An improved training algorithm for support vector machines
inferredcites →https://doi.org/10.1109/psce.2009.4840074openalex-snapshot
Smart grid design for efficient and flexible power networks operation and control
inferredcites →https://doi.org/10.1109/repc.2016.23openalex-snapshot
Smart Grid Big Data: Automating Analysis of Distribution Systems
inferredcites →https://doi.org/10.1109/smartgrid.2010.5622089openalex-snapshot
Smart Grid Data Cloud: A Model for Utilizing Cloud Computing in the Smart Grid Domain
inferredcites →https://doi.org/10.1109/tce.2015.7064107openalex-snapshot
Home appliance load disaggregation using cepstrum-smoothing-based method
inferredcites →https://doi.org/10.1109/tie.2014.2301737openalex-snapshot
Efficient Particle Filter Localization Algorithm in Dense Passive RFID Tag Environment
inferredcites →https://doi.org/10.1109/tii.2013.2280084openalex-snapshot
The Generic Design of a High-Traffic Advanced Metering Infrastructure Using ZigBee
inferredcites →https://doi.org/10.1109/tsg.2016.2584581openalex-snapshot
Toward Non-Intrusive Load Monitoring via Multi-Label Classification
inferredcites →https://doi.org/10.1136/bmj.e3874openalex-snapshot
Effect of telehealth on use of secondary care and mortality: findings from the Whole System Demonstrator cluster randomised trial
inferredcites →https://doi.org/10.1186/s12938-017-0378-zopenalex-snapshot
Classification of caesarean section and normal vaginal deliveries using foetal heart rate signals and advanced machine learning algorithms
inferredcites →https://doi.org/10.1519/jpt.0b013e3182abe779openalex-snapshot
Fall Detection Devices and Their Use With Older Adults
inferredcites →https://doi.org/10.1609/aaai.v26i1.8162openalex-snapshot
Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types
inferredcites →https://doi.org/10.3233/ais-120192openalex-snapshot
Evaluation of localization and activity recognition systems for ambient assisted living: The experience of the 2012 EvAAL competition
inferredcites →https://doi.org/10.3390/en10040538openalex-snapshot
Load Signature Formulation for Non-Intrusive Load Monitoring Based on Current Measurements
inferredcites →https://doi.org/10.4236/etsn.2016.53006openalex-snapshot
Design, Integration and Characterization of a Tracking Patch: Application to Elderly Monitoring
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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inferred← citeshttps://doi.org/10.1007/978-3-031-49011-8_17openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-031-56107-8_17openalex-snapshot
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Transforming Healthcare: The Synergistic Fusion of AI and IoT for Intelligent, Personalized Well-Being
inferred← citeshttps://doi.org/10.1007/978-3-031-77571-0_55openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-032-03098-6_23openalex-snapshot
Comparison of Three Algorithms for Low-Frequency Temperature-Dependent Load Disaggregation in Buildings Without Submetering
inferred← citeshttps://doi.org/10.1007/978-981-97-7616-0_2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s00202-022-01546-zopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s00202-024-02762-5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s00521-025-10991-3openalex-snapshot
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Daily routines discovery based on weighted spatial-temporal features
inferred← citeshttps://doi.org/10.1007/s44163-025-00358-xopenalex-snapshot
Multimodal approaches and AI-driven innovations in dementia diagnosis: a systematic review
inferred← citeshttps://doi.org/10.1016/j.aei.2022.101556openalex-snapshot
Selection of features from power theories to compose NILM datasets
inferred← citeshttps://doi.org/10.1016/j.apenergy.2021.116721openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.enbuild.2025.116074openalex-snapshot
Aggregated smart meter data driven occupant behavior analysis based on inverse problem optimization
inferred← citeshttps://doi.org/10.1016/j.smhl.2025.100553openalex-snapshot
A systematic review on machine learning methods for dementia care: Problems, data and features
inferred← citeshttps://doi.org/10.1049/ses2.70014openalex-snapshot
Multi‐Timescale Scenario‐Driven Hierarchical Capacity Configuration of Integrated Energy Systems via Multi‐Source Data Fusion
inferred← citeshttps://doi.org/10.1049/smc2.12052openalex-snapshot
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inferred← citeshttps://doi.org/10.1061/jccee5.cpeng-4895openalex-snapshot
Assessing Daily Activity Routines Using an Unsupervised Approach in a Smart Home Environment
inferred← citeshttps://doi.org/10.1093/jcmc/zmad013openalex-snapshot
Negotiating the capacities and limitations of sensor-mediated care in the home
inferred← citeshttps://doi.org/10.1109/access.2020.2969468openalex-snapshot
A Machine Learning Approach for Detecting Unemployment Using the Smart Metering Infrastructure
inferred← citeshttps://doi.org/10.1109/access.2020.3040083openalex-snapshot
HSIC Bottleneck Based Distributed Deep Learning Model for Load Forecasting in Smart Grid With a Comprehensive Survey
inferred← citeshttps://doi.org/10.1109/access.2021.3067029openalex-snapshot
IoT Based Approach for Load Monitoring and Activity Recognition in Smart Homes
inferred← citeshttps://doi.org/10.1109/access.2021.3116148openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/access.2023.3311140openalex-snapshot
LPPDA: A Light-Weight Privacy-Preserving Data Aggregation Protocol for Smart Grids
inferred← citeshttps://doi.org/10.1109/comst.2023.3256323openalex-snapshot
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inferred← citeshttps://doi.org/10.1109/dcis58620.2023.10335986openalex-snapshot
Comparative Analysis of Neural Network Implementations for NILM Applications
inferred← citeshttps://doi.org/10.1109/dsaa53316.2021.9564127openalex-snapshot
Machine Learning Model for Frailty Detection using Electric Power Consumption Data from Smart Meter
inferred← citeshttps://doi.org/10.1109/memea60663.2024.10596791openalex-snapshot
A Convolutional Transformer for Enhanced NILM in Human Activity Recognition
inferred← citeshttps://doi.org/10.1109/phdedits60087.2023.10373721openalex-snapshot
Predicting Dementia Using Deep Learning Methods
inferred← citeshttps://doi.org/10.1109/tc.2022.3197955openalex-snapshot
DMACN: A Dynamic Multi-Attribute Caching Mechanism for NDN-Based Remote Health Monitoring System
inferred← citeshttps://doi.org/10.1145/3408308.3427626openalex-snapshot
Assessing ADL Routine Variability from High-dimensional Sensing Data using Hierarchical Clustering
inferred← citeshttps://doi.org/10.1145/3502398.3502400openalex-snapshot
Introduction to Applied Affective Computing
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Emotions as Studied in Psychology and Cognitive Science
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inferred← citeshttps://doi.org/10.1145/3502398.3502406openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3502398.3502407openalex-snapshot
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Tracking Together: A Robot-and-App-Based Speech Analysis System to Support Shared Meaning-Making Among Dementia Care Partners
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Routine Computing: A Systematic Review of Sensing Daily Life Dimensions Towards Human-Centered Goals
inferred← citeshttps://doi.org/10.1186/s12877-022-03550-1openalex-snapshot
How to create value with unobtrusive monitoring technology in home-based dementia care: a multimethod study among key stakeholders
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Fall sensors, home emergency system, and social service for ≥ 75-year-olds living at home - a matched control intervention study
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LITERARY REVISION OF AMBIENT INTELIGENCE FOR THE CARE OF THE ELDERLY AT SMART HOMES
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Egocentric Behavior Analysis Based on Object Relationship Extraction with Graph Transfer Learning for Cognitive Rehabilitation Support
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Non-Intrusive Load Monitoring for Smart Grids: A Deployment-Oriented Review
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Requirements for Unobtrusive Monitoring to Support Home-Based Dementia Care: Qualitative Study Among Formal and Informal Caregivers
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Content Validation of Demensia KITA© App for Malaysian Dementia Caregivers (Preprint)
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Watt’s up at Home? Smart Meter Data Analytics from a Consumer-Centric Perspective
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Monitoring Daily Activities in Households by Means of Energy Consumption Measurements from Smart Meters
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AI-Assisted In-House Power Monitoring for the Detection of Cognitive Impairment in Older Adults
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Are Smart Homes Adequate for Older Adults with Dementia?
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