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Depression in the Times of COVID-19 - A Machine Learning Analysis Based on the Profile of Mood States
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Depression in the Times of COVID-19 - A Machine Learning Analysis Based on the Profile of Mood States

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Classification of Lapses in Smokers Attempting to Stop - A Supervised Machine Learning Approach Using Data From a Popular Smoking Cessation Smartphone App
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Classification of Lapses in Smokers Attempting to Stop - A Supervised Machine Learning Approach Using Data From a Popular Smoking Cessation Smartphone App

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Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models - A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks
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Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models - A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks

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Developing a machine-learning model for real-time prediction of successful extubation in mechanically ventilated patients using time-series ventilator-derived parameters - Original Research
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Developing a machine-learning model for real-time prediction of successful extubation in mechanically ventilated patients using time-series ventilator-derived parameters - Original Research

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Automatic recognition of tweek atmospherics and plasma diagnostics in the lower ionosphere with the machine learning method
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Automatic recognition of tweek atmospherics and plasma diagnostics in the lower ionosphere with the machine learning method

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An interpretable machine-learning model for predicting the efficacy of nonsteroidal anti-inflammatory drugs for closing hemodynamically significant patent ductus arteriosus in preterm infants
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An interpretable machine-learning model for predicting the efficacy of nonsteroidal anti-inflammatory drugs for closing hemodynamically significant patent ductus arteriosus in preterm infants

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Self-supervised Video Representation Learning - Doctor of Philosophy Thesis
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Self-supervised Video Representation Learning - Doctor of Philosophy Thesis

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Data-driven classification of the chemical composition of calcine in a ferronickel furnace oven using machine learning techniques
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Data-driven classification of the chemical composition of calcine in a ferronickel furnace oven using machine learning techniques

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Stochastic volatility modeling of high-frequency CSI 300 index and dynamic jump prediction driven by machine learning - Research article
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Stochastic volatility modeling of high-frequency CSI 300 index and dynamic jump prediction driven by machine learning - Research article

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New Machine Learning Techniques for Simulation-Based Inference - InferoStatic Nets, Kernel Score Estimation, and Kernel Likelihood Ratio Estimation
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New Machine Learning Techniques for Simulation-Based Inference - InferoStatic Nets, Kernel Score Estimation, and Kernel Likelihood Ratio Estimation

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Adaptation of Speaker and Speech Recognition Methods for the Automatic Screening of Speech Disorders using Machine Learning
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Adaptation of Speaker and Speech Recognition Methods for the Automatic Screening of Speech Disorders using Machine Learning

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Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems - A systematic scientific machine learning approach
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Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems - A systematic scientific machine learning approach

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MAGNETIC - Multi-Agent Machine Learning-Based Approach for Energy Efficient Dynamic Consolidation in Data Centers
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MAGNETIC - Multi-Agent Machine Learning-Based Approach for Energy Efficient Dynamic Consolidation in Data Centers

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Identification of models describing gene expression data leveraging machine learning methods - Research report
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Identification of models describing gene expression data leveraging machine learning methods - Research report

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Geodesic Deep Shape Optimization - Supplementary Material
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Geodesic Deep Shape Optimization - Supplementary Material

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