Ian Cleland

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 5

Top Topics

Convolutional Neural Network

Randomized Controlled Trial

Top Venues

Sensors (Basel, Switzerland)

JMIR mHealth and uHealth

This page only lists publications with an associated author ORCID identifier.

Publications

Miguel Angel Ortiz-Barrios, Eric Järpe, Matías García-Constantino, Ian Cleland, Chris Nugent, Sebastián Arias-Fonseca, Natalia Jaramillo-Rueda
Predicting Activity Duration in Smart Sensing Environments Using Synthetic Data and Partial Least Squares Regression: The Case of Dementia Patients. Sensors (Basel, Switzerland) 22 (14) (2022)
Dionicio Neira-Rodado, Christopher Nugent, Ian Cleland, Javier Velasquez, Amelec Viloria
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. Sensors (Basel, Switzerland) 20 (7) (2020)
Qin Ni, Zhuo Fan, Lei Zhang, Christopher Nugent, Ian Cleland, Yuping Zhang, Nan Zhou
Leveraging Wearable Sensors for Human Daily Activity Recognition with Stacked Denoising Autoencoders. Sensors (Basel, Switzerland) 20 (18) (2020)
Muhammad Asif Razzaq, Ian Cleland, Christopher Nugent, Sungyoung Lee
SemImput: Bridging Semantic Imputation with Deep Learning for Complex Human Activity Recognition. Sensors (Basel, Switzerland) 20 (10) (2020)
Phillip J Hartin, Christopher Nugent, Sally I McClean, Ian Cleland, JoAnn T Tschanz, Christine J Clark, Maria C Norton
The Empowering Role of Mobile Apps in Behavior Change Interventions: The Gray Matters Randomized Controlled Trial. JMIR mHealth and uHealth 4 (3) (2016)