Eoin Brophy

According to our database, Eoin Brophy authored at least 18 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Generative Adversarial Networks in Time Series: A Systematic Literature Review.

Eoin Brophy, Zhengwei Wang, Qi She, Tomás Ward

ACM Comput. Surv., 2023

2022

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

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

Exploration of Algorithmic Trading Strategies for the Bitcoin Market.

Nathan Crone, Eoin Brophy, Tomás Ward

CoRR, 2021

Generation of Synthetic Electronic Health Records Using a Federated GAN.

John Weldon, Tomás Ward, Eoin Brophy

CoRR, 2021

Generative adversarial networks in time series: A survey and taxonomy.

Eoin Brophy, Zhengwei Wang, Qi She, Tomás Ward

CoRR, 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

Malware Classification Using Static Disassembly and Machine Learning.

Zhenshuo Chen, Eoin Brophy, Tomás Ward

Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021

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, Tin Lun Lam, Chuanlin Lan, Qi Liu, Vincenzo Lomonaco, Liang Ma, Davide Maltoni, German Ignacio Parisi, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Qi She, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qihan Yang, Qiaoyong Zhong, Liguang Zhou

IEEE Robotics Autom. Mag., 2020

IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report.

Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German Ignacio Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou

CoRR, 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

CNNs for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications.

Eoin Brophy, Willie Muehlhausen, Alan F. Smeaton, Tomás E. Ward

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 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

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

Synthesis of Dependent Multichannel ECG using Generative Adversarial Networks.

Eoin Brophy

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Improved Speech Synthesis using Generative Adversarial Networks.

Dineshraj Gunasekaran, Gautham Venkatraj, Eoin Brophy, Tomás Ward

Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

2019

Synthesis of Realistic ECG using Generative Adversarial Networks.

Anne Marie Delaney, Eoin Brophy, Tomas E. Ward

CoRR, 2019

Quick and Easy Time Series Generation with Established Image-based GANs.

Eoin Brophy, Zhengwei Wang, Tomas E. Ward

CoRR, 2019

2018

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

Proceedings of the Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Trinity College Dublin, 2018