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Exploration of Algorithmic Trading Strategies for the Bitcoin Market

Oct 28, 2021
Nathan Crone, Eoin Brophy, Tomas Ward

* 9 pages, 4 figures, submitted to Soft Computing Letters 

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Generation of Synthetic Electronic Health Records Using a Federated GAN

Sep 06, 2021
John Weldon, Tomas Ward, Eoin Brophy

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Generative adversarial networks in time series: A survey and taxonomy

Jul 23, 2021
Eoin Brophy, Zhengwei Wang, Qi She, Tomas Ward

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Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach

Feb 24, 2021
Eoin Brophy, Maarten De Vos, Geraldine Boylan, Tomas Ward

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

Apr 26, 2020
Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German I. 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

* 9 pages, 11 figures, 3 tables, accepted into IEEE Robotics and Automation Magazine. arXiv admin note: text overlap with arXiv:1911.06487 

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Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications

Mar 30, 2020
Eoin Brophy, Willie Muehlhausen, Alan F. Smeaton, Tomas E. Ward

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Synthesis of Realistic ECG using Generative Adversarial Networks

Sep 19, 2019
Anne Marie Delaney, Eoin Brophy, Tomas E. Ward

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

Feb 18, 2019
Eoin Brophy, Zhengwei Wang, Tomas E. Ward

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An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data

Dec 03, 2018
Eoin Brophy, José Juan Dominguez Veiga, Zhengwei Wang, Alan F. Smeaton, Tomas E. Ward

* 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science 

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