46 citations · 138 across the 10 of their papers we have counts for
10 papers
Malware Classification Using Static Disassembly and Machine Learning
Zhenshuo Chen, Eoin Brophy, Tomas Ward
Network and system security are incredibly critical issues now. Due to the rapid proliferation of malware, traditional analysis methods struggle with enormous samples. In this pape…
Exploration of Algorithmic Trading Strategies for the Bitcoin Market
Nathan Crone, Eoin Brophy, Tomas Ward
Bitcoin is firmly becoming a mainstream asset in our global society. Its highly volatile nature has traders and speculators flooding into the market to take advantage of its signif…
Generation of Synthetic Electronic Health Records Using a Federated GAN
John Weldon, Tomas Ward, Eoin Brophy
Sensitive medical data is often subject to strict usage constraints. In this paper, we trained a generative adversarial network (GAN) on real-world electronic health records (EHR).…
Generative adversarial networks in time series: A survey and taxonomy
Eoin Brophy, Zhengwei Wang, Qi She +1
Generative adversarial networks (GANs) studies have grown exponentially in the past few years. Their impact has been seen mainly in the computer vision field with realistic image a…
Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach
Eoin Brophy, Maarten De Vos, Geraldine Boylan +1
Ischemic heart disease is the highest cause of mortality globally each year. This not only puts a massive strain on the lives of those affected but also on the public healthcare sy…
IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report
Qi She, Fan Feng, Qi Liu +33
This report summarizes IROS 2019-Lifelong Robotic Vision Competition (Lifelong Object Recognition Challenge) with methods and results from the top finalists (out of over~…