SemImput: Bridging Semantic Imputation with Deep Learning for Complex Human Activity Recognition

por Razzaq, Muhammad Asif, Cleland, Ian, Nugent, Chris, Lee, Sungyoung
Publicado 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

por Neira-Rodado, Dionicio, Nugent, Chris, Cleland, Ian, Velasquez, Javier, Viloria, Amelec
Publicado 2020

A Systematic Multidisciplinary Process for User Engagement and Sensor Evaluation: Development of a Digital Toolkit for Assessment of Movement in Children With Cerebral Palsy

por Kent, Lisa, Cleland, Ian, Saunders, Catherine, Ennis, Andrew, Finney, Laura, Kerr, Claire
Publicado 2021

Automatic Annotation for Human Activity Recognition in Free Living Using a Smartphone

por Cruciani, Federico, Cleland, Ian, Nugent, Chris, McCullagh, Paul, Synnes, Kåre, Hallberg, Josef
Publicado 2018

Evaluation of Prompted Annotation of Activity Data Recorded from a Smart Phone

por Cleland, Ian, Han, Manhyung, Nugent, Chris, Lee, Hosung, McClean, Sally, Zhang, Shuai, Lee, Sungyoung
Publicado 2014

Leveraging Wearable Sensors for Human Daily Activity Recognition with Stacked Denoising Autoencoders

por Ni, Qin, Fan, Zhuo, Zhang, Lei, Nugent, Chris D., Cleland, Ian, Zhang, Yuping, Zhou, Nan
Publicado 2020

Evaluating the effectiveness of mindfulness alone compared to exercise and mindfulness on fatigue in women with gynaecology cancer (GEMS): Protocol for a randomised feasibility tri...

por McCloy, Kairen, Hughes, Ciara, Dunwoody, Lynn, Marley, Joanne, Cleland, Ian, Cruciani, Federico, Saunders, Catherine, Gracey, Jackie
Publicado 2023

Optimal Placement of Accelerometers for the Detection of Everyday Activities

por Cleland, Ian, Kikhia, Basel, Nugent, Chris, Boytsov, Andrey, Hallberg, Josef, Synnes, Kåre, McClean, Sally, Finlay, Dewar
Publicado 2013

Predicting Activity Duration in Smart Sensing Environments Using Synthetic Data and Partial Least Squares Regression: The Case of Dementia Patients

por Ortiz-Barrios, Miguel, Järpe, Eric, García-Constantino, Matías, Cleland, Ian, Nugent, Chris, Arias-Fonseca, Sebastián, Jaramillo-Rueda, Natalia
Publicado 2022

The Empowering Role of Mobile Apps in Behavior Change Interventions: The Gray Matters Randomized Controlled Trial

por Hartin, Phillip J, Nugent, Chris D, McClean, Sally I, Cleland, Ian, Tschanz, JoAnn T, Clark, Christine J, Norton, Maria C
Publicado 2016

Design and Implementation of a Smart Home in a Box to Monitor the Wellbeing of Residents With Dementia in Care Homes

por Garcia-Constantino, Matias, Orr, Claire, Synnott, Jonathan, Shewell, Colin, Ennis, Andrew, Cleland, Ian, Nugent, Chris, Rafferty, Joseph, Morrison, Gareth, Larkham, Leona, McIlroy, Sharon, Selby, Andrea
Publicado 2021

Modelling mobile-based technology adoption among people with dementia

por Chaurasia, Priyanka, McClean, Sally, Nugent, Chris D., Cleland, Ian, Zhang, Shuai, Donnelly, Mark P., Scotney, Bryan W., Sanders, Chelsea, Smith, Ken, Norton, Maria C., Tschanz, JoAnn
Publicado 2021

Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare

por Cruz-Sandoval, Dagoberto, Beltran-Marquez, Jessica, Garcia-Constantino, Matias, Gonzalez-Jasso, Luis A., Favela, Jesus, Lopez-Nava, Irvin Hussein, Cleland, Ian, Ennis, Andrew, Hernandez-Cruz, Netzahualcoyotl, Rafferty, Joseph, Synnott, Jonathan, Nugent, Chris
Publicado 2019

The design and progress of a multidomain lifestyle intervention to improve brain health in middle-aged persons to reduce later Alzheimer's disease risk: The Gray Matters randomized...

por Norton, Maria C., Clark, Christine J., Tschanz, JoAnn T., Hartin, Phillip, Fauth, Elizabeth B., Gast, Julie A., Dorsch, Travis E., Wengreen, Heidi, Nugent, Chris, Robinson, W. David, Lefevre, Michael, McClean, Sally, Cleland, Ian, Schaefer, Sydney Y., Aguilar, Sheryl
Publicado 2015