Effects of BMI and abdominal volume on the accuracy of step count obtained from a tri-axial accelerometer. - Ian Cleland; Chris D. Nugent; Dewar D. Finlay; William Burns; Jennifer Bougourd; Katy Stevens; Roger Armitage (EMBC, 2011)

Evaluation of a technology enabled garment for older walkers. - William P. Burns; Chris D. Nugent; Paul J. McCullagh; Dewar D. Finlay; Ian Cleland; Bryan W. Scotney; Sally I. McClean; Jane McCann; Daniel Gueldenring (EMBC, 2012)

A Smart Garment for Older Walkers. - William P. Burns; Chris D. Nugent; Paul J. McCullagh; Dewar D. Finlay; Ian Cleland; Sally I. McClean; Bryan W. Scotney; Jane McCann (ICOST, 2012)

Assessment of Custom Fitted Heart Rate Sensing Garments whilst undertaking Everyday Activities. - Ian Cleland; Chris D. Nugent; Dewar D. Finlay; William P. Burns; Jennifer Bougourd; Roger Armitage (ICOST, 2012)

Prediction of Assistive Technology Adoption for People with Dementia. - Shuai Zhang 001; Sally I. McClean; Chris D. Nugent; Sonja O'Neill; Mark P. Donnelly; Leo Galway; Bryan W. Scotney; Ian Cleland (HIS, 2013)

Mobile Based Prompted Labeling of Large Scale Activity Data. - Ian Cleland; Manhyung Han; Chris D. Nugent; Hosung Lee; Shuai Zhang 001; Sally I. McClean; Sungyoung Lee 001 (IWAAL, 2013)

Optimal Placement of Accelerometers for the Detection of Everyday Activities. - Ian Cleland; Basel Kikhia; Chris D. Nugent; Andrey Boytsov; Josef Hallberg; Kåre Synnes; Sally I. McClean; Dewar D. Finlay (Sensors, 2013)

Towards a generic platform for the self-management of chronic conditions. - Timothy Patterson; Ian Cleland; Chris D. Nugent; Norman D. Black; Paul J. McCullagh; Huiru Zheng; Mark P. Donnelly; Suzanne McDonough (BIBM, 2014)

A smartphone application to evaluate technology adoption and usage in persons with dementia. - Phillip J. Hartin; Chris D. Nugent; Sally I. McClean; Ian Cleland; Maria C. Norton; Chelsea Sanders; JoAnn T. Tschanz (EMBC, 2014)

A knowledge-driven approach to predicting technology adoption among Persons with Dementia. - Timothy Patterson; Sally I. McClean; Patrick M. Langdon; Shuai Zhang 001; Chris D. Nugent; Ian Cleland (EMBC, 2014)

A Collaborative Patient-Carer Interface for Generating Home Based Rules for Self-Management. - Mark Beattie; Josef Hallberg; Chris D. Nugent; Kåre Synnes; Ian Cleland; Sungyoung Lee 001 (ICOST, 2014)

Predicting Technology Adoption in People with Dementia; Initial Results from the TAUT Project. - Ian Cleland; Chris D. Nugent; Sally I. McClean; Phillip J. Hartin; Chelsea Sanders; Mark P. Donnelly; Shuai Zhang 001; Bryan W. Scotney; Ken Smith; Maria C. Norton; JoAnn T. Tschanz (IWAAL, 2014)

Doorstep Security; Using a Technology Based Solution for the Prevention of Doorstep Crime. - Ian Cleland; Timothy Patterson; Chris D. Nugent; Federico Cruciani; Norman D. Black; Cristiano Paggetti (IWAAL, 2014)

Identification of Ideal Contexts to Issue Reminders for Persons with Dementia. - Phillip J. Hartin; Chris D. Nugent; Sally I. McClean; Ian Cleland; Maria C. Norton; Chelsea Sanders; JoAnn T. Tschanz (IWAAL, 2014)

Encouraging Behavioral Change via Everyday Technologies to Reduce Risk of Developing Alzheimer's Disease. - Phillip J. Hartin; Chris D. Nugent; Sally I. McClean; Ian Cleland; JoAnn T. Tschanz; Christine Clark; Maria C. Norton (IWAAL, 2014)

Online Change Detection for Timely Solicitation of User Interaction. - Timothy Patterson; Sally I. McClean; Chris D. Nugent; Shuai Zhang 001; Leo Galway; Ian Cleland (UCAmI, 2014)

Development of a Technology Adoption and Usage Prediction Tool for Assistive Technology for People with Dementia. - Sonja O'Neill; Sally I. McClean; Mark P. Donnelly; Chris D. Nugent; Leo Galway; Ian Cleland; Shuai Zhang 001; Terry Young; Bryan W. Scotney; Sarah C. Mason; David Craig (Interact. Comput., 2014)

Evaluation of Prompted Annotation of Activity Data Recorded from a Smart Phone. - Ian Cleland; Manhyung Han; Chris D. Nugent; Hosung Lee; Sally I. McClean; Shuai Zhang 001; Sungyoung Lee 001 (Sensors, 2014)

A Predictive Model for Assistive Technology Adoption for People With Dementia. - Shuai Zhang 001; Sally I. McClean; Chris D. Nugent; Mark P. Donnelly; Leo Galway; Bryan W. Scotney; Ian Cleland (IEEE J. Biomed. Health Informatics, 2014)

Facilitating Delivery and Remote Monitoring of Behaviour Change Interventions to Reduce Risk of Developing Alzheimer's Disease: The Gray Matters Study. - Phillip J. Hartin; Ian Cleland; Chris D. Nugent; Sally I. McClean; Timothy Patterson; JoAnn T. Tschanz; Christine Clark; Maria C. Norton (ICOST, 2015)

Home-Based Self-Management of Dementia: Closing the Loop. - Timothy Patterson; Ian Cleland; Phillip J. Hartin; Chris D. Nugent; Norman D. Black; Mark P. Donnelly; Paul J. McCullagh; Huiru Zheng; Suzanne McDonough (ICOST, 2015)

Technology adoption and prediction tools for everyday technologies aimed at people with dementia. - Priyanka Chaurasia; Sally I. McClean; Chris D. Nugent; Ian Cleland; Shuai Zhang 001; Mark P. Donnelly; Bryan W. Scotney; Chelsea Sanders; Ken Smith; Maria C. Norton; JoAnn T. Tschanz (EMBC, 2016)

Doorstep: A doorbell security system for the prevention of doorstep crime. - Andrew Ennis; Ian Cleland; Timothy Patterson; Chris D. Nugent; Federico Cruciani; Cristiano Paggetti; Gareth Morrison; Richard Taylor (EMBC, 2016)

Assessing app quality through expert peer review: A case study from the gray matters study. - Phillip J. Hartin; Ian Cleland; Chris D. Nugent; Sally I. McClean; JoAnn T. Tschanz; Christine Clark; Maria C. Norton (EMBC, 2016)

The ground truth is out there: challenges with using pervasive technologies for behavior change. - Ian Cleland; Chris D. Nugent; Sungyoung Lee 001 (PervasiveHealth, 2016)

An initiative for the creation of open datasets within pervasive healthcare. - Chris D. Nugent; Ian Cleland; Anita Pinheiro Sant'Anna; Macarena Espinilla; Jonathan Synnott; Oresti Banos; Jens Lundström; Josef Hallberg; Alberto Calzada (PervasiveHealth, 2016)

Environment Simulation for the Promotion of the Open Data Initiative. - Jonathan Synnott; Chris D. Nugent; Shuai Zhang 001; Alberto Calzada; Ian Cleland; Macarena Espinilla; Javier Medina Quero; Jens Lundström (SMARTCOMP, 2016)

Impact of Medical History on Technology Adoption in Utah Population Database. - Priyanka Chaurasia; Sally I. McClean; Chris D. Nugent; Ian Cleland; Shuai Zhang 001; Mark P. Donnelly; Bryan W. Scotney; Chelsea Sanders; Ken Smith; Maria C. Norton; JoAnn T. Tschanz (UCAmI (2), 2016)

The Use of Gamification Techniques in a Clinical Setting for the Collection of Longitudinal Kinematic Data. - Andrew Ennis; Ian Cleland; Chris D. Nugent; Laura Finney; David Trainor; Aidan Bennett (UCAmI (1), 2016)

Improving the Quality of User Generated Data Sets for Activity Recognition. - Chris D. Nugent; Jonathan Synnott; Celeste Gabrielli; Shuai Zhang 001; Macarena Espinilla; Alberto Calzada; Jens Lundström; Ian Cleland; Kåre Synnes; Josef Hallberg; Susanna Spinsante; Miguel Angel Ortiz Barrios (UCAmI (2), 2016)

Modelling assistive technology adoption for people with dementia. - Priyanka Chaurasia; Sally I. McClean; Chris D. Nugent; Ian Cleland; Shuai Zhang 001; Mark P. Donnelly; Bryan W. Scotney; Chelsea Sanders; Ken Smith; Maria C. Norton; JoAnn T. Tschanz (J. Biomed. Informatics, 2016)

Dynamic detection of window starting positions and its implementation within an activity recognition framework. - Qin Ni; Timothy Patterson; Ian Cleland; Chris D. Nugent (J. Biomed. Informatics, 2016)

A Mobile Application for Easy Design and Testing of Algorithms to Monitor Physical Activity in the Workplace. - Susanna Spinsante; Alberto Angelici; Jens Lundström; Macarena Espinilla; Ian Cleland; Chris D. Nugent (Mob. Inf. Syst., 2016)

Rich context information for just-in-time adaptive intervention promoting physical activity. - Federico Cruciani; Chris D. Nugent; Ian Cleland; Paul J. McCullagh (EMBC, 2017)

Evaluation of Fall and Seizure Detection with Smartphone and Smartwatch Devices. - Veno Bojanovsky; Shane Byrne; Philip Kirwan; Ian Cleland; Chris D. Nugent (UCAmI, 2017)

A Holistic Technology-Based Solution for Prevention and Management of Diabetic Foot Complications. - Ian Cleland; Joseph Rafferty; Jonathan Synnott; Jill Cundell; Adele Boyd; Chris D. Nugent; Priyanka Chaurasia; Gareth Morrison; Godfrey Madill; Leeann Monk-Ozgul; Stephen Burns (UCAmI, 2017)

A Smart Cabinet and Voice Assistant to Support Independence in Older Adults. - Andrew Ennis; Joseph Rafferty; Jonathan Synnott; Ian Cleland; Chris D. Nugent; Andrea Selby; Sharon McIlroy; Ambre Berthelot; Giovanni Masci (UCAmI, 2017)

A Secure, Out-of-Band, Mechanism to Manage Internet of Things Devices. - Joseph Rafferty; Jonathan Synnott; Andrew Ennis; Ian Cleland; Chris D. Nugent; Michael J. Little (UCAmI, 2017)

SensorCentral: A Research Oriented, Device Agnostic, Sensor Data Platform. - Joseph Rafferty; Jonathan Synnott; Andrew Ennis; Chris D. Nugent; Ian R. McChesney; Ian Cleland (UCAmI, 2017)

Sensor-Based Change Detection for Timely Solicitation of User Engagement. - Timothy Patterson; Naveed Khan; Sally I. McClean; Chris D. Nugent; Shuai Zhang 001; Ian Cleland; Qin Ni (IEEE Trans. Mob. Comput., 2017)

Collection of a Diverse, Realistic and Annotated Dataset for Wearable Activity Recognition. - Ian Cleland; Mark P. Donnelly; Chris D. Nugent; Josef Hallberg; Macarena Espinilla; Matias Garcia-Constantino (PerCom Workshops, 2018)

Personalized Online Training for Physical Activity monitoring using weak labels. - Federico Cruciani; Ian Cleland; Kåre Synnes; Josef Hallberg (PerCom Workshops, 2018)

Computer Vision-Based Gait Velocity from Non-Obtrusive Thermal Vision Sensors. - Javier Medina Quero; Colin Shewell; Ian Cleland; Joseph Rafferty; Chris D. Nugent; Macarena Espinilla Estévez (PerCom Workshops, 2018)

Human Activity Recognition from the Acceleration Data of a Wearable Device. Which Features Are More Relevant by Activities? - Macarena Espinilla; Javier Medina 001; Alberto Salguero; Naomi Irvine; Mark P. Donnelly; Ian Cleland; Chris D. Nugent (UCAmI, 2018)

Safe Beacon: A Bluetooth Based Solution to Monitor Egress of Dementia Sufferers within a Residential Setting. - Joseph Rafferty; Jonathan Synnott; Chris D. Nugent; Ian Cleland; Andrew Ennis; Philip A. Catherwood; Claire Orr; Andrea Selby; Gary McDonald; Gareth Morrison (UCAmI, 2018)

Multimodal Sensor Data Fusion for Activity Recognition Using Filtered Classifier. - Muhammad Asif Razzaq; Ian Cleland; Chris D. Nugent; Sungyoung Lee 001 (UCAmI, 2018)

H2Al - The Human Health and Activity Laboratory. - Kåre Synnes; Margareta Lilja; Anneli Nyman; Macarena Espinilla; Ian Cleland; Andres Gabriel Sanchez Comas; Zhoe Comas-Gonzalez; Josef Hallberg; Niklas Karvonen; Wagner Ourique de Morais; Federico Cruciani; Chris D. Nugent (UCAmI, 2018)

A Scalable, Research Oriented, Generic, Sensor Data Platform. - Joseph Rafferty; Jonathan Synnott; Chris D. Nugent; Andrew Ennis; Philip A. Catherwood; Ian R. McChesney; Ian Cleland; Sally I. McClean (IEEE Access, 2018)

Automatic Annotation for Human Activity Recognition in Free Living Using a Smartphone. - Federico Cruciani; Ian Cleland; Chris D. Nugent; Paul J. McCullagh; Kåre Synnes; Josef Hallberg (Sensors, 2018)

A Thermal Imaging Solution for Early Detection of Pre-ulcerative Diabetic Hotspots. - Susan Quinn; Catherine Saunders; Ian Cleland; Chris D. Nugent; Matias Garcia-Constantino; Jill Cundell; Godfrey Madill; Gareth Morrison (EMBC, 2019)

Semi-Automated Annotation of Audible Home Activities. - Matias Garcia-Constantino; Jessica Beltrán-Márquez; Dagoberto Cruz-Sandoval; Irvin Hussein López-Nava; Jesús Favela; Andrew Ennis; Chris D. Nugent; Joseph Rafferty; Ian Cleland; Jonathan Synnott; Netzahualcoyotl Hernandez-Cruz (PerCom Workshops, 2019)

Preliminary evaluation of a self-management health app by people with cognitive impairment. - Netzahualcóyotl Hernández; Federico Cruciani; Jesús Favela; Ian R. McChesney; Shuai Zhang 001; Chris D. Nugent; Ian Cleland (PerCom Workshops, 2019)

Study Design of an Environmental Smart Microphone System to Detect Anxiety in Patients with Dementia. - Netzahualcoyotl Hernandez-Cruz; Matias Garcia-Constantino; Jessica Beltrán-Márquez; Dagoberto Cruz-Sandoval; Irvin Hussein López-Nava; Ian Cleland; Jesús Favela; Chris D. Nugent; Andrew Ennis; Joseph Rafferty; Jonathan Synnott (PervasiveHealth, 2019)

Connected Health Living Lab. - Elizabeth Martin; Ian Cleland; Chris D. Nugent; Claire Orr; Tanya McCance; Assumpta Ryan; Jim McLaughlin 001 (UCAmI, 2019)

Intelligent System for the Prevention of Pressure Ulcers by Monitoring Postural Changes with Wearable Inertial Sensors. - Edna Bernal Monroy; Daniel Zafra Romero; Macarena Espinilla Estévez; Federico Cruciani; Ian Cleland; Chris D. Nugent; Javier Medina Quero (UCAmI, 2019)

A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions. - Federico Cruciani; Chen Sun; Shuai Zhang 001; Chris D. Nugent; Chunping Li; Shaoxu Song; Cheng Cheng; Ian Cleland; Paul J. McCullagh (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Comparing CNN and Human Crafted Features for Human Activity Recognition. - Federico Cruciani; Anastasios Vafeiadis; Chris D. Nugent; Ian Cleland; Paul J. McCullagh; Konstantinos Votis; Dimitrios Giakoumis; Dimitrios Tzovaras; Liming Chen 001; Raouf Hamzaoui (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Impact Analysis of Erroneous Data on IoT Reliability. - Samuel J. Moore; Chris D. Nugent; Ian Cleland; Shuai Zhang 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Evaluation of an IoT Framework for a Workplace Wellbeing Application. - Nithya G. Nair; Ahmed Saeed 009; Md. Israfil Biswas; Mamun I. Abu-Tair; Pushpinder Kaur Chouhan; Ian Cleland; Joseph Rafferty; Chris D. Nugent; Philip J. Morrow; Mohammad Hossein Zoualfaghari; Zhan Cui (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Design and assessment of the data analysis process for a wrist-worn smart object to detect atomic activities in the smart home. - Qin Ni; Ian Cleland; Christopher Nugent; Ana-Belén García-Hernando; Iván Pau de la Cruz (Pervasive Mob. Comput., 2019)

Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia. - Netzahualcóyotl Hernández; Matias Garcia-Constantino; Jessica Beltrán-Márquez; Pascal Hecker; Jesús Favela; Joseph Rafferty; Ian Cleland; Irvin Hussein López-Nava; Bert Arnrich; Ian R. McChesney (EAI Endorsed Trans. Pervasive Health Technol., 2019)

Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare. - Dagoberto Cruz-Sandoval; Jessica Beltrán-Márquez; Matias Garcia-Constantino; Luis A. González-Jasso; Jesús Favela; Irvin Hussein López-Nava; Ian Cleland; Andrew Ennis; Netzahualcóyotl Hernández; Joseph Rafferty; Jonathan Synnott; Chris D. Nugent (Sensors, 2019)

Choosing the Most Suitable Classifier for Supporting Assistive Technology Adoption in People with Parkinson's Disease: A Fuzzy Multi-criteria Approach. - Miguel Ortíz-Barrios; Ian Cleland; Mark P. Donnelly; Jonathan Greer; Antonella Petrillo; Zaury Fernández-Mendoza; Natalia Jaramillo-Rueda (HCI (19), 2020)

A Markov Model to Detect Sensor Failure in IoT Environments. - Samuel J. Moore; Chris D. Nugent; Shuai Zhang 001; Ian Cleland; Sadiq Sani; Alex Healing (SERVICES, 2020)

Personalizing Activity Recognition With a Clustering Based Semi-Population Approach. - Federico Cruciani; Chris D. Nugent; Javier Medina Quero; Ian Cleland; Paul J. McCullagh; Kåre Synnes; Josef Hallberg (IEEE Access, 2020)

Feature learning for Human Activity Recognition using Convolutional Neural Networks. - Federico Cruciani; Anastasios Vafeiadis; Chris D. Nugent; Ian Cleland; Paul J. McCullagh; Konstantinos Votis; Dimitrios Giakoumis; Dimitrios Tzovaras; Liming Chen 001; Raouf Hamzaoui (CCF Trans. Pervasive Comput. Interact., 2020)

IoT reliability: a review leading to 5 key research directions. - Samuel J. Moore; Chris D. Nugent; Shuai Zhang 001; Ian Cleland (CCF Trans. Pervasive Comput. Interact., 2020)

Fuzzy cloud-fog computing approach application for human activity recognition in smart homes. - Miguel López-Medina; Macarena Espinilla; Ian Cleland; Chris D. Nugent; Javier Medina 001 (J. Intell. Fuzzy Syst., 2020)

uMoDT: an unobtrusive multi-occupant detection and tracking using robust Kalman filter for real-time activity recognition. - Muhammad Asif Razzaq; Javier Medina Quero; Ian Cleland; Chris D. Nugent; Usman Akhtar; Hafiz Syed Muhammad Bilal; Ubaid Ur Rehman 002; Sungyoung Lee 001 (Multim. Syst., 2020)

Simulated Data to Estimate Real Sensor Events - A Poisson-Regression-Based Modelling. - Miguel Angel Ortiz Barrios; Ian Cleland; Chris D. Nugent; Pablo Pancardo; Eric Järpe; Jonathan Synnott (Remote. Sens., 2020)

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. - Dionicio Neira-Rodado; Chris D. Nugent; Ian Cleland; Javier Velásquez Rodríguez; Amelec Viloria (Sensors, 2020)

Leveraging Wearable Sensors for Human Daily Activity Recognition with Stacked Denoising Autoencoders. - Qin Ni; Zhuo Fan; Lei Zhang 139; Chris D. Nugent; Ian Cleland; Yuping Zhang; Nan Zhou (Sensors, 2020)

SemImput: Bridging Semantic Imputation with Deep Learning for Complex Human Activity Recognition. - Muhammad Asif Razzaq; Ian Cleland; Chris D. Nugent; Sungyoung Lee 001 (Sensors, 2020)

Determination of the Most Relevant Features to Improve the Performance of RF Classifier in Human Activity Recognition. - Geovanna Jiménez-Gómez; Daniela Navarro-Escorcia; Dionicio Neira-Rodado; Ian Cleland (CISIM, 2021)

Detecting Bed Occupancy Using Thermal Sensing Technology: A Feasibility Study. - Rebecca Hand; Ian Cleland; Chris D. Nugent; Jonathan Synnott (PervasiveHealth, 2021)

Design and Implementation of a Smart Home in a Box to Monitor the Wellbeing of Residents With Dementia in Care Homes. - Matias Garcia-Constantino; Claire Orr; Jonathan Synnott; Colin Shewell; Andrew Ennis; Ian Cleland; Chris D. Nugent; Joseph Rafferty; Gareth Morrison; Leona Larkham; Sharon McIlroy; Andrea Selby (Frontiers Digit. Health, 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. - Lisa Kent; Ian Cleland; Catherine Saunders; Andrew Ennis; Laura Finney; Claire Kerr (Frontiers Digit. Health, 2021)

Development of an Internet of Things solution to monitor and analyse indoor air quality. - Dylan Wall; Paul J. McCullagh; Ian Cleland; Raymond R. Bond (Internet Things, 2021)

Association Between Objectively Measured Shoulder Kinematics and Fear Avoidance Beliefs in Women with Latissimus Dorsi Flap Breast Reconstruction. - Nicole E. Blackburn; Ian Cleland; Chris D. Nugent; Joseph G. McVeigh; Eilis M. McCaughan; Iseult M. Wilson (UCAmI, 2022)

A Software Tool and a Metamodel for Digital Twins of Inhabited Smart Environments. - Luis Cabañero; Alejandro Pérez-Vereda; Chris D. Nugent; Ian Cleland; Ramón Hervás; Iván González 001 (UCAmI, 2022)

A Reusable Software Platform for Delivery of Digital Interventions. - Federico Cruciani; Paul J. McCullagh; Catherine Saunders; Colm Hayden; Claudia Chisari; Ian Cleland; Chris D. Nugent (UCAmI, 2022)

Fine-Tuning AlexNet for Bed Occupancy Detection in Low-Resolution Thermal Sensor Images. - Rebecca Hand; Ian Cleland; Chris D. Nugent (UCAmI, 2022)

Opportunistic Sensing of Behavioural Data to Prioritise Smartphone Notifications in the Wild. - Rashid Kamal; Chris D. Nugent; Ian Cleland; Paul J. McCullagh (UCAmI, 2022)

Human Digital Twin: A Survey. - Yujia Lin; Liming Chen 001; Aftab Ali; Christopher Nugent; Ian Cleland; Rongyang Li; Dazhi Gao; Hang Wang; Yajie Wang; Huansheng Ning (CoRR, 2022)

Modelling mobile-based technology adoption among people with dementia. - Priyanka Chaurasia; Sally I. McClean; Chris D. Nugent; Ian Cleland; Shuai Zhang 001; Mark P. Donnelly; Bryan W. Scotney; Chelsea Sanders; Ken Smith; Maria C. Norton; JoAnn T. Tschanz (Pers. Ubiquitous Comput., 2022)

Predicting Activity Duration in Smart Sensing Environments Using Synthetic Data and Partial Least Squares Regression: The Case of Dementia Patients. - Miguel Ortiz Barrios; Eric Järpe; Matias Garcia-Constantino; Ian Cleland; Chris D. Nugent; Sebastián Arias-Fonseca; Natalia Jaramillo-Rueda (Sensors, 2022)

Predicting User Adoption and Attrition of Digital Health. - Garbhan Harrison; Ian Cleland (UCAmI (1), 2023)

Using Synthetic Data to Improve the Accuracy of Human Activity Recognition. - Majid Liaquat; Chris D. Nugent; Ian Cleland (UCAmI (2), 2023)

Face Recognition and Actuation to Promote Smart Home Security. - Jayakrishnan Harisadethan Nair; Paul J. McCullagh; Ian Cleland (UCAmI (3), 2023)

Using Generative AI to Assist with Technology Adoption Assessment. - Chris D. Nugent; Ian Cleland; Luke Nugent; Macarena Espinilla Estévez; Alicia Montoro-Lendínez; David Craig; Francesco Agnoloni; Elena Tamburini (UCAmI (1), 2023)

Mobile agent path planning under uncertain environment using reinforcement learning and probabilistic model checking. - Xia Wang; Jun Liu 001; Chris D. Nugent; Ian Cleland; Yang Xu 001 (Knowl. Based Syst., 2023)

Deep learning for network intrusion: A hierarchical approach to reduce false alarms. - Samuel J. Moore; Federico Cruciani; Chris D. Nugent; Shuai Zhang 001; Ian Cleland; Sadiq Sani (Intell. Syst. Appl., 2023)

Leveraging Large Language Models for Activity Recognition in Smart Environments. - Ian Cleland; Luke Nugent; Federico Cruciani; Chris D. Nugent (ABC, 2024)

Comparative Analysis of Machine Learning Approaches for Emotion Recognition Using EEG and ECG Signals. - Jing-Hua Ye; Ian Cleland; Huiru Zheng; Patrick McAllister (BIBM, 2024)

Acceptability of a Mobile App (iMPAKT) for Measurement and Implementation of Person-Centredness: Mixed-Methods Study. - Donna Brown; Sean O'Connor; Valerie Wilson; Ian Cleland; Tanya McCance (Nursing Informatics, 2024)

Improving the accuracy of Anomaly Detection in Multimodal Sensors using 1D-CNN. - Muhammad Imad; Ian Cleland; Patrick McAllister; Christopher Nugent (PETRA, 2024)

Towards a Trustworthy Federated Learning Framework for Constrained Devices. - Seán Ó Fithcheallaigh; Ian Cleland; Chris D. Nugent; Jun Liu 001 (UCAmI, 2024)

Hierarchical Zero-Shot Approach for Human Activity Recognition in Smart Homes. - Stefan Gerd Fritsch; Federico Cruciani; Vítor Fortes Rey; Ian Cleland; Luke Nugent; Paul Lukowicz; Chris D. Nugent (UCAmI, 2024)

Integrating Traditional Machine Learning Approaches with Explainable Anomaly Detection for Multimodal Sensor Data. - Muhammad Imad; Ian Cleland; Chris D. Nugent; Patrick McAllister (UCAmI, 2024)

Balancing Real and Synthetic Data for Enhanced Human Activity Recognition: An Empirical Study. - Majid Liaquat; Chris D. Nugent; Ian Cleland; Naveed Khan (UCAmI, 2024)

An Embedded Machine Learning Approach to Assist Navigation for People with Visual Impairments. - Seán Ó Fithcheallaigh; Ian Cleland (UKCI, 2024)

Heterogeneous Cross-Project Defect Prediction Using Encoder Networks and Transfer Learning. - Radowanul Haque; Aftab Ali; Sally I. McClean; Ian Cleland; Joost Noppen (IEEE Access, 2024)

Data Augmentation for Human Activity Recognition With Generative Adversarial Networks. - Marcos Lupión; Federico Cruciani; Ian Cleland; Chris D. Nugent; Pilar M. Ortigosa (IEEE J. Biomed. Health Informatics, 2024)

Is identifying boredom the answer to controlling the bombardment of notifications on mobile devices? - Rashid Kamal; Aimal Rextin; Chris D. Nugent; Ian Cleland; Paul J. McCullagh (CCF Trans. Pervasive Comput. Interact., 2024)

Human digital twin: a survey. - Yujia Lin; Li-Ming Chen 005; Aftab Ali; Christopher Nugent; Ian Cleland; Rongyang Li; Jianguo Ding; Huansheng Ning (J. Cloud Comput., 2024)