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ORCIDEoin Brophy
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2020 – today
- 2023
[j5]Eoin Brophy
, Zhengwei Wang, Qi She, Tomás Ward:
Generative Adversarial Networks in Time Series: A Systematic Literature Review. ACM Comput. Surv. 55(10): 199:1-199:31 (2023)- 2022
- [j4]Eoin Brophy, Bryan M. Hennelly, Maarten De Vos, Geraldine B. Boylan, Tomás Ward:
Improved Electrode Motion Artefact Denoising in ECG Using Convolutional Neural Networks and a Custom Loss Function. IEEE Access 10: 54891-54898 (2022) - [i10]Zhenshuo Chen, Eoin Brophy, Tomás Ward:
Malware Classification Using Static Disassembly and Machine Learning. CoRR abs/2201.07649 (2022) - 2021
- [j3]Eoin Brophy, Maarten De Vos, Geraldine B. Boylan, Tomás Ward:
Multivariate Generative Adversarial Networks and Their Loss Functions for Synthesis of Multichannel ECGs. IEEE Access 9: 158936-158945 (2021) - [j2]Eoin Brophy, Maarten De Vos, Geraldine B. Boylan, Tomás Ward:
Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach. Sensors 21(18): 6311 (2021) - [c6]Zhenshuo Chen, Eoin Brophy, Tomás Ward:
Malware Classification Using Static Disassembly and Machine Learning. AICS 2021: 48-59 - [i9]Eoin Brophy, Maarten De Vos, Geraldine B. Boylan, Tomás Ward:
Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach. CoRR abs/2102.12245 (2021) - [i8]Eoin Brophy, Zhengwei Wang, Qi She, Tomás Ward:
Generative adversarial networks in time series: A survey and taxonomy. CoRR abs/2107.11098 (2021) - [i7]John Weldon, Tomás Ward, Eoin Brophy:
Generation of Synthetic Electronic Health Records Using a Federated GAN. CoRR abs/2109.02543 (2021) - [i6]Nathan Crone, Eoin Brophy, Tomás Ward:
Exploration of Algorithmic Trading Strategies for the Bitcoin Market. CoRR abs/2110.14936 (2021) - 2020
- [j1]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:
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]. IEEE Robotics Autom. Mag. 27(2): 11-16 (2020) - [c5]Dineshraj Gunasekaran, Gautham Venkatraj, Eoin Brophy, Tomás Ward:
Improved Speech Synthesis using Generative Adversarial Networks. AICS 2020: 241-252 - [c4]Eoin Brophy:
Synthesis of Dependent Multichannel ECG using Generative Adversarial Networks. CIKM 2020: 3229-3232 - [c3]Eoin Brophy, Willie Muehlhausen, Alan F. Smeaton, Tomás E. Ward:
Artifact Abstract: CNNs for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications. PerCom 2020: 1 - [c2]Eoin Brophy, Willie Muehlhausen, Alan F. Smeaton, Tomás E. Ward:
CNNs for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications. PerCom Workshops 2020: 1-6 - [i5]Eoin Brophy, Willie Muehlhausen, Alan F. Smeaton, Tomas E. Ward:
Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications. CoRR abs/2004.00505 (2020) - [i4]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:
IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report. CoRR abs/2004.14774 (2020)
2010 – 2019
- 2019
- [i3]Eoin Brophy, Zhengwei Wang, Tomas E. Ward:
Quick and Easy Time Series Generation with Established Image-based GANs. CoRR abs/1902.05624 (2019) - [i2]Anne Marie Delaney, Eoin Brophy, Tomas E. Ward:
Synthesis of Realistic ECG using Generative Adversarial Networks. CoRR abs/1909.09150 (2019) - 2018
- [c1]Eoin Brophy, Zhengwei Wang, José Juan Dominguez Veiga, Alan F. Smeaton, Tomas E. Ward:
An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data. AICS 2018: 232-243 - [i1]Eoin Brophy, José Juan Dominguez Veiga, Zhengwei Wang, Alan F. Smeaton, Tomás E. Ward:
An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data. CoRR abs/1812.00668 (2018)
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