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Machine learning algorithms

Propensity score adjustment using machine learning classification algorithms to control selection bias in online surveys

Ramón Ferri-García, María del Mar Rueda

Wide range screening of algorithmic bias in word embedding models using large sentiment lexicons reveals underreported bias types

David Rozado

LoAdaBoost: Loss-based AdaBoost federated machine learning with reduced computational complexity on IID and non-IID intensive care data

Li Huang, Yifeng Yin, [ ... ], Dianbo Liu

Predicting 30-day hospital readmissions using artificial neural networks with medical code embedding

Wenshuo Liu, Cooper Stansbury, [ ... ], Brahmajee K. Nallamothu

Quantifying the incremental value of deep learning: Application to lung nodule detection

Theodore Warsavage Jr., Fuyong Xing, [ ... ], Debashis Ghosh

Advanced machine learning model for better prediction accuracy of soil temperature at different depths

Meysam Alizamir, Ozgur Kisi, [ ... ], Ahmed El-Shafie

Identification of different species of Zanthoxyli Pericarpium based on convolution neural network

Chaoqun Tan, Chong Wu, [ ... ], Hu Chen

Effectively training neural networks for stock index prediction: Predicting the S&P 500 index without using its index data

Jinho Lee, Jaewoo Kang

Opening the black box of artificial intelligence for clinical decision support: A study predicting stroke outcome

Esra Zihni, Vince Istvan Madai, [ ... ], Dietmar Frey

The optimized algorithm based on machine learning for inverse kinematics of two painting robots with non-spherical wrist

Xiaoqi Wang, Jianfu Cao, Lerui Chen, Heyu Hu

PET segmentation of bulky tumors: Strategies and workflows to improve inter-observer variability

Elisabeth Pfaehler, Coreline Burggraaff, [ ... ], Ronald Boellaard

Efficient learning-based blur removal method based on sparse optimization for image restoration

Haoyuan Yang, Xiuqin Su, [ ... ], Chunwu Ju

The Community Simulator: A Python package for microbial ecology

Robert Marsland, Wenping Cui, Joshua Goldford, Pankaj Mehta

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