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)

Neural Network Ensembles for Sensor-Based Human Activity Recognition Within Smart Environments. - Naomi Irvine; Chris D. Nugent; Shuai Zhang 001; Hui Wang 001; Wing W. Y. Ng (Sensors, 2020)

Design of a Rule-Based and ADL Analysis System to Support Care of the Elderly. - Naomi Irvine; Catherine Saunders; Matias Garcia-Constantino; Paul Moorhead; David Branagh; Chris D. Nugent (PervasiveHealth, 2021)

Extended Belief Rule Base Model with Novel Rule Generation for Sensor-Based Human Activity Recognition Under Big Data. - Tianyu Ren; Long-Hao Yang; Chris D. Nugent; Fei-Fei Ye; Naomi Irvine; Jun Liu 001 (UCAmI, 2022)

Evaluation of radial basis function neural network minimizing L-GEM for sensor-based activity recognition. - Shuai Zhang 001; Wing W. Y. Ng; Jianjun Zhang 004; Chris D. Nugent; Naomi Irvine; Ting Wang 015 (J. Ambient Intell. Humaniz. Comput., 2023)