Research output per year
Research output per year
- 1 - 50 out of 99 results
Search results
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2025
An Embedded Machine Learning Approach to Assist Navigation for People with Visual Impairments
Ó FIthcheallaigh, S. & Cleland, I., 8 Jan 2025, (Published online) Advances in Computational Intelligence Systems: Contributions Presented at the 23rd UK Workshop on Computational Intelligence (UKCI 2024), September 2-4, 2024, Ulster University, Belfast, UK. Zheng, H., Glass, D., Mulvenna, M., Liu, J. & Wang, H. (eds.). Springer Cham, Vol. 1462. p. 157-169 13 p. (Advances in Intelligent Systems and Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile3 Downloads (Pure) -
Comparative Analysis of Machine Learning Approaches for Emotion Recognition Using EEG and ECG Signals
Ye, J. H., Cleland, I., Zheng, H. & McAllister, P., 10 Jan 2025, (Published online) 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, p. 6867-6875 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile9 Downloads (Pure) -
2024
Data augmentation for Human Activity Recognition with Generative Adversarial Networks
Lupion, M., Cruciani, F., Cleland, I., Nugent, C. & Ortigosa, P., 14 Feb 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 4, p. 2350-2361 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Citations (Scopus)445 Downloads (Pure) -
Development and optimisation of a mobile app (iMPAKT) for improving person-centred practice in healthcare settings: A multi-methods evaluation study
O'Connor, S., Wilson, V., Brown, D., Cleland, I. & McCance, T., 31 Dec 2024, In: Digital Health. 10, 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Human digital twin: a survey
15 Aug 2024, (Published online) In: Journal of Cloud Computing: Advances, Systems and Applications. 13, 1, 131.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Citations (Scopus)46 Downloads (Pure) -
Improving the accuracy of Anomaly Detection in Multimodal Sensors using 1D-CNN
Imad, M., Cleland, I., McAllister, P. & Nugent, C., 26 Jun 2024, Proceedings of the 17th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2024. Karim, E., Nikanfar, S. & Pavel, H. R. (eds.). p. 212-221 10 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
Integrated Approach Using Intuitionistic Fuzzy Multicriteria Decision-Making to Support Classifier Selection for Technology Adoption in Patients with Parkinson Disease: Algorithm Development and Validation
Ortiz-Barrios, M., Cleland, I., Donnelly, M., Gul, M., Yucesan, M., Jiménez-Delgado, G., Nugent, C. & Madrid-Sierra, S., 22 Oct 2024, (Published online) In: JMIR Rehabilitation and Assistive Technologies. 11 (2024), p. 1-27 27 p., e57940.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
Is identifying boredom the answer to controlling the bombardment of notifications on mobile devices?
Kamal, R., Rextin, A., Nugent, C., Cleland, I. & McCullagh, P., 1 Jun 2024, In: CCF Transactions on Pervasive Computing and Interaction. 6, 2, p. 115-132 18 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile19 Downloads (Pure) -
Leveraging Large Language Models for Activity Recognition in Smart Environments
Cleland, I., Nugent, L., Cruciani, F. & Nugent, C., 29 May 2024, 2024 International Conference on Activity and Behavior Computing (ABC). IEEE, Vol. 12. p. 1-8 8 p. (2024 International Conference on Activity and Behavior Computing, ABC 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
The Potential of Federated Learning in Healthcare Settings
Ó FIthcheallaigh, S., Nugent, C., Liu, J. & Cleland, I., 23 May 2024, (Unpublished). 1 p.Research output: Contribution to conference › Abstract
File13 Downloads (Pure) -
Towards A Trustworthy Federated Learning Framework for Constrained Devices
Ó FIthcheallaigh, S., Cleland, I., Nugent, C. & Liu, J., 21 Dec 2024, (Published online) Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024). Bravo, J., Nugent, C. & Cleland, I. (eds.). Springer Cham, Vol. 1212. p. 680-691 12 p. (Lecture Notes in Networks and Systems; vol. 1212, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile7 Downloads (Pure) -
2023
Deep learning for network intrusion: A hierarchical approach to reduce false alarms
Moore, S., Cruciani, F., Nugent, C., Zhang, S., Cleland, I. & Sani, S., 31 May 2023, In: Intelligent Systems with Applications. 18, p. 1-13 13 p., 200215.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)123 Downloads (Pure) -
Evaluating the effectiveness of mindfulness alone compared to exercise and mindfulness on fatigue in women with gynaecology cancer (GEMS): Protocol for a randomised feasibility trial
McCloy, K., Hughes, C., Dunwoody, L., Marley, J., Cleland, I., Cruciani, F., Saunders, C. & Gracey, J., 26 Oct 2023, (Published online) In: PLoS ONE. 18, 10, p. 1-18 18 p., e0278252.Research output: Contribution to journal › Article › peer-review
Open AccessFile27 Downloads (Pure) -
Heterogeneous Cross-Project Defect Prediction using Encoder and Transfer Learning
Radowanul Haque & Joost Noppen, 14 Dec 2023, (Published online) In: IEEE Access. 12, Early Access, p. 409-419 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)148 Downloads (Pure) -
Initial Trial of a Telemetric Monitoring System for Prosthesis Use following Lower Limb Amputation
Schofield, T., Harting, M., Britton, D., Graham, L., Campbell, G., Lee, B., Cundell, J., Vincent, J., Cleland, I. & O'Connor, G., May 2023.Research output: Contribution to conference › Poster › peer-review
Open AccessFile40 Downloads (Pure) -
Mobile agent path planning under uncertain environment using reinforcement learning and probabilistic model checking
Wang, X., Liu, J., Nugent, C., Cleland, I. & Xu, Y., 3 Feb 2023, (Published online) In: Knowledge-Based Systems. 264, 110355.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Citations (Scopus)25 Downloads (Pure) -
2022
Addressing the inconsistent and missing time stamps in Nurse Care Activity Recognition Care Record Dataset
Kamal, R., Cleland, I., Nugent, C. & McCullagh, P., 29 Aug 2022, (Accepted/In press) Addressing the inconsistent and missing time stamps in Nurse Care Activity Recognition Care Record Dataset. Taylor & FrancisResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Hybrid Model Based on Behavioural and Situational Context to Detect Best Time to Deliver Notifications on Mobile Devices
Kamal, R., McCullagh, P., Cleland, I. & Nugent, C., 5 May 2022, (Published online) Proceedings of International Conference on Intelligent Emerging Methods of Artificial Intelligence & Cloud Computing. Springer Cham, p. 11-21 11 p. (Smart Innovation, Systems and Technologies book series; vol. 273).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
A Reusable Software Platform for Delivery of Digital Interventions
Cruciani, F., McCullagh, P., Saunders, C., Hayden, C., Chisari, C., Cleland, I. & Nugent, C., 21 Nov 2022, (Published online) Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022). Springer Nature Switzerland AG, p. 62-70 9 p. (Lecture Notes in Networks and Systems; vol. 594).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Opportunistic Sensing of Behavioural Data to Prioritise Smartphone Notifications in the Wild
Kamal, R., Nugent, C., Cleland, I. & McCullagh, P., 21 Nov 2022, (Published online) Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022) . p. 937-943 7 p. (Lecture Notes in Networks and Systems book series; vol. 594).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Predicting Activity Duration in Smart Sensing Environments Using Synthetic Data and Partial Least Squares Regression: The Case of Dementia Patients
Ortiz-Barrios, M., Järpe, E., García-Constantino, M., Cleland, I., Nugent, C., Arias-Fonseca, S. & Jaramillo-Rueda, N., 20 Jul 2022, (Published online) In: Sensors. 22, 14, p. 1-21 22 p., e5410.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)39 Downloads (Pure) -
2021
A Systematic Multidisciplinary Process for User Engagement and Sensor Evaluation: Development of a Digital Toolkit for Assessment of Movement in Children with Cerebral Palsy
Kent, L., Cleland, I., Saunders, C., Ennis, A., Finney, L. & kerr, C., 24 Jun 2021, In: Frontiers in Digital Health. p. 1-39 39 p., 692112.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)67 Downloads (Pure) -
Design and Implementation of a Smart Home in a Box to Monitor the Wellbeing Of Residents with Dementia In Care Homes
Garcia-Constantino, M., Orr, C., Synnott, J., Shewell, C., Ennis, A., Cleland, I., Nugent, C., Rafferty, J., Morrison, G., Larkham, L., McIlroy, S. & Selby, A., 21 Dec 2021, (Published online) In: Frontiers in Digital Health. 3, p. 1-13 13 p., 798889.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)134 Downloads (Pure) -
Development of an Internet of Things Solution to Monitor and Analyse Indoor Air Quality
Wall, D., McCullagh, P., Cleland, I. & Bond, R., 30 Jun 2021, In: Internet of Things; Engineering Cyber Physical Human Systems. 14, 100392.Research output: Contribution to journal › Article › peer-review
Open AccessFile41 Citations (Scopus)258 Downloads (Pure) -
Modelling mobile-based technology adoption among people with dementia
Chaurasiaa, P., McClean, S. I., Nugent, C., Cleland, I., Zhang, S., Donnelly, M., Scotney, B., Sanders, C., Smith, K., Norton, M. C. & Tschanz, J., 3 May 2021, (Published online) In: Personal and Ubiquitous Computing. 26, p. 365-384 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Citations (Scopus)47 Downloads (Pure) -
2020
Choosing the most suitable classifier for supporting assistive technology adoption in people with Parkinson’s disease: A fuzzy multi-criteria approach
Ortíz-Barrios, M., Cleland, I., Donnelly, M., Greer, J., Petrillo, A., Fernández-Mendoza, Z. & Jaramillo-Rueda, N., 10 Jul 2020, Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Human Communication, Organization and Work - 11th International Conference, DHM 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Proceedings. Duffy, V. G. (ed.). Springer, Vol. 12199. p. 390-405 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12199 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Evaluating the Impact of a Two-Stage Multivariate Data Cleansing Approach to Improve to the Performance of Machine Learning Classifiers: A Case Study in Human Activity Recognition
Neira-Rodado, D., Nugent, C., Cleland, I., Velasquez, J. & Viloria, A., 27 Mar 2020, (Published online) In: Sensors. 20, 7, p. 1-23 23 p., 1858.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)125 Downloads (Pure) -
Evaluation of an IoT framework for a workplace wellbeing application
Nair, N. G., Saeed, A., Biswas, M. I., Abu-Tair, M., Chouhan, P. K., Cleland, I., Rafferty, J., Nugent, C., Morrow, P., Zoualfaghari, M. H. & Cui, Z., 9 Apr 2020, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 1783-1788 6 p. 9060417. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Citations (Scopus) -
Feature learning for Human Activity Recognition using Convolutional Neural Networks: A case study for Inertial Measurement Unit and Audio data
Cruciani, F., Vafeiadis, A., Nugent, C., Cleland, I., McCullagh, P., Votis, K., Giakoumis, D., Tzovaras, D., Chen, L. & Hamzaoui, R., 31 Mar 2020, In: CCF Transactions on Pervasive Computing and Interaction. 2, p. 18-32 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile112 Citations (Scopus)367 Downloads (Pure) -
Implementing and Measuring Person-centredness using an APP for Knowledge Transfer: the iMPAKT App
McCance, T., Lynch, B., Boomer, C., Brown, D., Nugent, C., Ennis, A., Garcia-Constantino, M., Cleland, I., Edgar, D., Radbron, E. & Wilson, V., 31 May 2020, In: International Journal for Quality in Health Care. 32, 4, p. 251-258 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile14 Citations (Scopus)20 Downloads (Pure) -
IoT reliability: a review leading to 5 key research directions
Moore, S., Nugent, C., Zhang, S. & Cleland, I., 7 Aug 2020, In: CCF Transactions on Pervasive Computing and Interaction.Research output: Contribution to journal › Review article › peer-review
Open Access79 Citations (Scopus) -
Leveraging wearable sensors for human daily activity recognition with stacked denoising autoencoders
Ni, Q., Fan, Z., Zhang, L., Nugent, C. D., Cleland, I., Zhang, Y. & Zhou, N., 8 Sept 2020, In: Sensors (Switzerland). 20, 18, p. 1-22 22 p., 5114.Research output: Contribution to journal › Article › peer-review
Open AccessFile26 Citations (Scopus)92 Downloads (Pure) -
Personalizing Activity Recognition With a Clustering Based Semi-Population Approach
Cruciani, F., Nugent, C., Medina Quero, J., Cleland, I., McCullagh, P., Synnes, K. & Hallberg, J., 30 Nov 2020, In: IEEE Access. 8, p. 207794-207804 11 p., 9258905.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)143 Downloads (Pure) -
Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia
Hernandez-Cruz, N., Garcia-Constantino, M., Beltran-Marquez, J., Hecker, P., Favela, J., Rafferty, J., Cleland, I., Lopez-Nava, I. H., Arnrich, B. & McChesney, I., 10 Feb 2020, In: EAI Endorsed Transactions on Pervasive Health and Technology. 5, 19, 12 p., e5.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)140 Downloads (Pure) -
Selecting the most suitable classification algorithm for supporting assistive technology adoption for people with dementia: A multicriteria framework
Ortiz-Barrios, M., Nugent, C., Cleland, I., Donnelly, M. & Verikas, A., 2 Mar 2020, In: Journal of Multi-Criteria Decision Analysis. 27, 1-2, p. 20-38 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile20 Citations (Scopus)145 Downloads (Pure) -
SemImput: Bridging Semantic Imputation with Deep Learning for Complex Human Activity Recognition
Razzaq, M. A., Cleland, I., Nugent, C. & Lee, S., 13 May 2020, In: Sensors. 20, 10, 2771.Research output: Contribution to journal › Review article › peer-review
Open AccessFile7 Citations (Scopus)64 Downloads (Pure) -
Simulated Data to Estimate Real Sensor Events: A Poisson-Regression-Based Modelling
Ortiz_barrios, M., Cleland, I., Nugent, C., Pancardo, P., Jarpe, E. & Synnott, J., 1 Mar 2020, In: remote sensing. 12, 5, p. 1-20 20 p., 771.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)88 Downloads (Pure) -
uMoDT: an unobtrusive multi-occupant detection and tracking using robust Kalman filter for real-time activity recognition
Razzaq, M. A., Quero, J. M., Cleland, I., Nugent, C., Akhtar, U., Bilal, H. S. M., Ur Rehman, U. & Lee, S., 31 Oct 2020, In: Multimedia Systems. 26, 5, p. 553-569 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile16 Citations (Scopus)254 Downloads (Pure) -
2019
A Public Domain Dataset for Human Activity Recognition in Free-living Conditions
Cruciani, F., Sun, C., Zhang, S., Nugent, C., Li, C., Song, S., Cheng, C., Cleland, I. & McCullagh, P., 21 May 2019, (Accepted/In press) The 2nd Workshop on advanced Technologies for Smarter Assisted Living solutions: Towards an open Smart Home infrastructure (SmarterAAL'19). IEEE, p. 166-171 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Thermal Imaging Solution for Early Detection of Pre-ulcerative Diabetic Hotspots
Quinn, S., Saunders, C., Cleland, I., Nugent, C., Garcia-Constantino, M., Cundell, J., Madill, G. & Morrison, G., Jul 2019, IEEE Xplore: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 1737-1740.. p. 1737 -1740 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
6 Citations (Scopus) -
Comparing CNN and Human Crafted Features for Human Activity Recognition
Cruciani, F., Vafeiadis, A., Nugent, C., Cleland, I., McCullagh, P., Votis, K., Giakoumis, D., Tzovaras, D., Chen, L. & Hamzaoui, R., 21 May 2019, (Accepted/In press) The 16th IEEE International Conference on Ubiquitous Intelligence and Computing. IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Connected Health Living Lab
Martin, E., Cleland, I., Nugent, C., Orr, C., McCance, T., Ryan, A. & McLaughlin, J., 20 Nov 2019. 9 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile113 Downloads (Pure) -
Design and assessment of the data analysis process for a wrist-worn smart object to detect atomic activities in the smart home
Ni, Q., Cleland, I., Nugent, C., García Hernando, A. B. & Pau de la Cruz, I., 1 May 2019, In: Pervasive and Mobile Computing. 56, p. 57-70 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Citations (Scopus)214 Downloads (Pure) -
Impact Analysis of Erroneous Data on IoT Reliability
Moore, S., Nugent, C., Cleland, I. & Zhang, S., 9 Apr 2019, 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). Leicester, UK: IEEE Xplore, p. 1908-1915 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile4 Citations (Scopus)223 Downloads (Pure) -
Preliminary evaluation of a self-management health app by people with cognitive impairment
Hernandez-Cruz, N., Cruciani, F., Favela, J., McChesney, I., Zhang, S., Nugent, C. & Cleland, I., 6 Jun 2019, 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019. Kyoto, Japan: IEEE Xplore, p. 535-540 6 p. 8730755Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Semi-automated Annotation of Audible Home Activities
Garcia-Constantino, M., Beltran-Marquez, J., Cruz-Sandoval, D., Lopez-Nava, I. H., Favela, J., Ennis, A., Nugent, C., Rafferty, J., Cleland, I., Synnott, J. & Hernandez-Cruz, N., 1 Mar 2019, 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019. IEEE, p. 40-45 6 p. 8730729Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare
Cruz-Sandoval, D., Beltran-Marquez, J., Garcia-Constantino, M., Gonzalez-Jasso, L., Favela, J., Lopez-Nava, I. H., Cleland, I., Ennis, A., Hernandez-Cruz, N., Rafferty, J., Synnott, J. & Nugent, C., 10 Jul 2019, In: Sensors. 19, 14, p. 1-19 19 p., 3035.Research output: Contribution to journal › Article › peer-review
Open AccessFile17 Citations (Scopus)97 Downloads (Pure) -
Study Design of an Environmental Smart Microphone System to Detect Anxiety in Patients with Dementia
Hernandez-Cruz, N., Garcia-Constantino, M., Beltran-Marquez, J., Cruz-Sandoval, D., Lopez-Nava, I. H., Cleland, I., Favela, J., Nugent, C., Ennis, A., Rafferty, J. & Synnott, J., 20 May 2019, PervasiveHealth'19: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare. Association for Computing Machinery, p. 383-388 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
The Value of Including People with Dementia in the Co-Design of Personalized eHealth Technologies
Leorin, C., Stella, E., Nugent, C., Cleland, I. & Paggetti, C., 1 Jul 2019, In: Dementia and Geriatric Cognitive Disorders. 47, 3, p. 164-175 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile29 Citations (Scopus)635 Downloads (Pure) -
Unobtrusive Monitoring of Home-Based Post-Stroke Rehabilitation Exercises Using Heterogeneous Sensors.
Ekerete, I., Giggins, O., Cleland, I., Nugent, C. & McLaughlin, J., May 2019.Research output: Contribution to conference › Abstract › peer-review