An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data. - Eoin Brophy; Zhengwei Wang; José Juan Dominguez Veiga; Alan F. Smeaton; Tomas E. Ward (AICS, 2018)

Quick and Easy Time Series Generation with Established Image-based GANs. - Eoin Brophy; Zhengwei Wang; Tomas E. Ward (CoRR, 2019)

Synthesis of Realistic ECG using Generative Adversarial Networks. - Anne Marie Delaney; Eoin Brophy; Tomas E. Ward (CoRR, 2019)

Improved Speech Synthesis using Generative Adversarial Networks. - Dineshraj Gunasekaran; Gautham Venkatraj; Eoin Brophy; Tomás Ward (AICS, 2020)

Synthesis of Dependent Multichannel ECG using Generative Adversarial Networks. - Eoin Brophy (CIKM, 2020)

Artifact Abstract: CNNs for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications. - Eoin Brophy; Willie Muehlhausen; Alan F. Smeaton; Tomás E. Ward (PerCom, 2020)

CNNs for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications. - Eoin Brophy; Willie Muehlhausen; Alan F. Smeaton; Tomás E. Ward (PerCom Workshops, 2020)

Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications. - Eoin Brophy; Willie Muehlhausen; Alan F. Smeaton; Tomas E. Ward (CoRR, 2020)

IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report. - Qi She; Fan Feng; Qi Liu 042; Rosa H. M. Chan; Xinyue Hao; Chuanlin Lan; Qihan Yang; Vincenzo Lomonaco; German Ignacio Parisi; Heechul Bae; Eoin Brophy; Baoquan Chen; et al. (CoRR, 2020)

IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]. - Heechul Bae; Eoin Brophy; Rosa H. M. Chan; Baoquan Chen; Fan Feng; Gabriele Graffieti; Vidit Goel; Xinyue Hao; Hyonyoung Han; Sathursan Kanagarajah; Somesh Kumar; Siew-Kei Lam; et al. (IEEE Robotics Autom. Mag., 2020)

Malware Classification Using Static Disassembly and Machine Learning. - Zhenshuo Chen; Eoin Brophy; Tomás Ward (AICS, 2021)

Multivariate Generative Adversarial Networks and Their Loss Functions for Synthesis of Multichannel ECGs. - Eoin Brophy; Maarten De Vos; Geraldine B. Boylan; Tomás Ward (IEEE Access, 2021)

Generative adversarial networks in time series: A survey and taxonomy. - Eoin Brophy; Zhengwei Wang; Qi She; Tomás Ward (CoRR, 2021)

Generation of Synthetic Electronic Health Records Using a Federated GAN. - John Weldon; Tomás Ward; Eoin Brophy (CoRR, 2021)

Exploration of Algorithmic Trading Strategies for the Bitcoin Market. - Nathan Crone; Eoin Brophy; Tomás Ward (CoRR, 2021)

Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach. - Eoin Brophy; Maarten De Vos; Geraldine B. Boylan; Tomás Ward (Sensors, 2021)

Improved Electrode Motion Artefact Denoising in ECG Using Convolutional Neural Networks and a Custom Loss Function. - Eoin Brophy; Bryan M. Hennelly; Maarten De Vos; Geraldine B. Boylan; Tomás Ward (IEEE Access, 2022)

Generative Adversarial Networks in Time Series: A Systematic Literature Review. - Eoin Brophy; Zhengwei Wang; Qi She; Tomás Ward (ACM Comput. Surv., 2023)