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A Gradient Boosting Machine Learning Model for Predicting Early Mortality in the Emergency Department Triage: Devising a Nine-Point Triage Score

Journal of general internal medicine : JGIM, 2020-01, Vol.35 (1), p.220-227

2020

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challenges of the first migration: movement and behaviour of juvenile vs. adult white storks with insights regarding juvenile mortality

The Journal of animal ecology, 2016-07, Vol.85 (4), p.938-947

2016

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Early-life behaviour predicts first-year survival in a long-distance avian migrant

Proceedings of the Royal Society. B, Biological sciences, 2021-01, Vol.288 (1942), p.20202670-20202670

2021

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AcceleRater: a web application for supervised learning of behavioral modes from acceleration measurements

Movement ecology, 2014-12, Vol.2 (1), p.27-27, Article 27

2014

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AN1284 attenuates steatosis, lipogenesis, and fibrosis in mice with pre-existing non-alcoholic steatohepatitis and directly affects aryl hydrocarbon receptor in a hepatic cell line

Frontiers in endocrinology (Lausanne), 2023-08, Vol.14, p.1226808

2023

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Correcting a bias in the computation of behavioural time budgets that are based on supervised learning

Methods in ecology and evolution, 2022-07, Vol.13 (7), p.1488-1496

2022

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Oncogenic role of microRNA‐155 in mycosis fungoides: an in vitro and xenograft mouse model study

British journal of dermatology (1951), 2017-09, Vol.177 (3), p.791-800

2017

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How to treat mixed behavior segments in supervised machine learning of behavioural modes from inertial measurement data

Movement ecology, 2024-06, Vol.12 (1), p.44-9

2024

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Promoting head CT exams in the emergency department triage using a machine learning model

Neuroradiology, 2020-02, Vol.62 (2), p.153-160

2020

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Real-Time Schizophrenia Monitoring Using Wearable Motion Sensitive Devices

Wireless Mobile Communication and Healthcare, p.242-249

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Using accelerometry to compare costs of extended migration in an arctic herbivore

Current zoology, 2017-12, Vol.63 (6), p.667-674

2017

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Unilesional mycosis fungoides is associated with increased expression of microRNA‐17~92 and T helper 1 skewing

British journal of dermatology (1951), 2019-05, Vol.180 (5), p.1123-1134

2019

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The influence of carbon doping on the performance of Gd2O3 as high-k gate dielectric

Applied physics letters, 2014-12, Vol.105 (26)

2014

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Einführung in TensorFlow: Deep-Learning-Systeme programmieren, trainieren, skalieren und deployen

Tom Hope, Yehezkel S. Resheff, Itay Lieder / Kristian Rother

2018

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Proving unfairness of decision making systems without model access

Expert systems with applications, 2023-03, Vol.213, p.118987, Article 118987

2023

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Wintering in Europe instead of Africa enhances juvenile survival in a long-distance migrant

Animal behaviour, 2017-04, Vol.126, p.79-88

2017

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Privacy-Preserving Decision Trees Training and Prediction

ACM transactions on privacy and security, 2022-08, Vol.25 (3), p.1-30, Article 24

2022

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A wavelet-based approach to monitoring Parkinson's disease symptoms

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.5980-5984

2017

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Unilesional mycosis fungoides is associated with increased expression of micro RNA ‐17~92 and T helper 1 skewing

British journal of dermatology (1951), 2019-05, Vol.180 (5), p.1123-1134

2019

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Privacy-Preserving Decision Trees Training and Prediction

Machine Learning and Knowledge Discovery in Databases, p.145-161

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Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning

Machine Learning and Knowledge Discovery in Databases, p.590-604

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The influence of carbon doping on the performance of Gd{sub 2}O{sub 3} as high-k gate dielectric

Applied physics letters, 2014-12, Vol.105 (26)

2014

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Optimal Linear Imputation with a Convergence Guarantee

Pattern Recognition Applications and Methods, 2018, Vol.10857, p.62-79

2018

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Matrix factorization approach to behavioral mode analysis from acceleration data

2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2015, p.1-6

2015

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Topic modeling of behavioral modes using sensor data

International journal of data science and analytics, 2016-04, Vol.1 (1), p.51-60

2016

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A Gradient Boosting Machine Learning Model for Predicting Early Mortality in the Emergency Department Triage: Devising a Nine-Point Triage Score

challenges of the first migration: movement and behaviour of juvenile vs. adult white storks with insights regarding juvenile mortality

Early-life behaviour predicts first-year survival in a long-distance avian migrant

AcceleRater: a web application for supervised learning of behavioral modes from acceleration measurements

AN1284 attenuates steatosis, lipogenesis, and fibrosis in mice with pre-existing non-alcoholic steatohepatitis and directly affects aryl hydrocarbon receptor in a hepatic cell line

Correcting a bias in the computation of behavioural time budgets that are based on supervised learning

Oncogenic role of microRNA‐155 in mycosis fungoides: an in vitro and xenograft mouse model study

How to treat mixed behavior segments in supervised machine learning of behavioural modes from inertial measurement data

Promoting head CT exams in the emergency department triage using a machine learning model

Real-Time Schizophrenia Monitoring Using Wearable Motion Sensitive Devices

Using accelerometry to compare costs of extended migration in an arctic herbivore

Unilesional mycosis fungoides is associated with increased expression of microRNA‐17~92 and T helper 1 skewing

The influence of carbon doping on the performance of Gd2O3 as high-k gate dielectric

Einführung in TensorFlow: Deep-Learning-Systeme programmieren, trainieren, skalieren und deployen

Proving unfairness of decision making systems without model access

Wintering in Europe instead of Africa enhances juvenile survival in a long-distance migrant

Privacy-Preserving Decision Trees Training and Prediction

A wavelet-based approach to monitoring Parkinson's disease symptoms

Unilesional mycosis fungoides is associated with increased expression of micro RNA ‐17~92 and T helper 1 skewing

Privacy-Preserving Decision Trees Training and Prediction

Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning

The influence of carbon doping on the performance of Gd{sub 2}O{sub 3} as high-k gate dielectric

Optimal Linear Imputation with a Convergence Guarantee

Matrix factorization approach to behavioral mode analysis from acceleration data

Topic modeling of behavioral modes using sensor data

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