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10/28/2021
Exploration of Algorithmic Trading Strategies for the Bitcoin Market
Bitcoin is firmly becoming a mainstream asset in our global society. Its...
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09/06/2021
Generation of Synthetic Electronic Health Records Using a Federated GAN
Sensitive medical data is often subject to strict usage constraints. In ...
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07/23/2021
Generative adversarial networks in time series: A survey and taxonomy
Generative adversarial networks (GANs) studies have grown exponentially ...
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02/24/2021
Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach
Ischemic heart disease is the highest cause of mortality globally each y...
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04/26/2020
IROS 2019 Lifelong Robotic Vision Challenge – Lifelong Object Recognition Report
This report summarizes IROS 2019-Lifelong Robotic Vision Competition (Li...
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03/30/2020
Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications
Wrist-worn smart devices are providing increased insights into human hea...
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09/19/2019
Synthesis of Realistic ECG using Generative Adversarial Networks
Access to medical data is highly restricted due to its sensitive nature,...
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02/14/2019
Quick and Easy Time Series Generation with Established Image-based GANs
In the recent years Generative Adversarial Networks (GANs) have demonstr...
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12/03/2018