Article-Journal

A Machine Learning Approach for the NLP-Based Analysis of Cyber Threats and Vulnerabilities of the Healthcare Ecosystem

Digitization in healthcare systems, with the wide adoption of Electronic Health Records, connected medical devices, software and systems providing efficient healthcare service …

S. silvestri
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Outcome Prediction in Critically-Ill Patients with Venous Thromboembolism and/or Cancer Using Machine Learning Algorithms: External Validation and Comparison with Scoring Systems

Intensive care unit (ICU) patients with venous thromboembolism (VTE) and/or cancer suffer from high mortality rates. Mortality prediction in the ICU has been a major medical …

V. danilatou
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Explainable Machine Learning Pipeline for Twitter Bot Detection During the 2020 US Presidential Elections

This study introduces a novel, reproducible and reusable Twitter bot identification system. The system uses a machine learning (ML) pipeline, fed with hundreds of features …

A. shevtsov
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Single-Channel and Multi-Channel Sinusoidal Audio Coding Using Compressed Sensing

Compressed sensing (CS) samples signals at a much lower rate than the Nyquist rate if they are sparse in some basis. In this paper, the CS methodology is applied to sinusoidally …

A. griffin
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A Multichannel Sinusoidal Model Applied to Spot Microphone Signals for Immersive Audio

In this paper, a multichannel version of the sinusoids plus noise model (also known as deterministic plus stochastic decomposition) is proposed and applied to spot microphone …

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Dr. Christos Tzagkarakis
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