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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

published 22 Apr 2020

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

David Rozado

published 21 Apr 2020

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

Li Huang, Yifeng Yin, Zeng Fu, Shifa Zhang, Hao Deng, Dianbo Liu

published 17 Apr 2020

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

Wenshuo Liu, Cooper Stansbury, Karandeep Singh, Andrew M. Ryan, Devraj Sukul, Elham Mahmoudi, Akbar Waljee, Ji Zhu, Brahmajee K. Nallamothu

published 15 Apr 2020

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

Theodore Warsavage Jr., Fuyong Xing, Anna E. Barón, William J. Feser, Erin Hirsch, York E. Miller, Stephen Malkoski, Holly J. Wolf, David O. Wilson, Debashis Ghosh

published 14 Apr 2020

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

Meysam Alizamir, Ozgur Kisi, Ali Najah Ahmed, Cihan Mert, Chow Ming Fai, Sungwon Kim, Nam Won Kim, Ahmed El-Shafie

published 14 Apr 2020

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

Chaoqun Tan, Chong Wu, Yongliang Huang, Chunjie Wu, Hu Chen

published 13 Apr 2020

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

Jinho Lee, Jaewoo Kang

published 10 Apr 2020

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

Esra Zihni, Vince Istvan Madai, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey

published 06 Apr 2020

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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

published 03 Apr 2020

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

Elisabeth Pfaehler, Coreline Burggraaff, Gem Kramer, Josée Zijlstra, Otto S. Hoekstra, Mathilde Jalving, Walter Noordzij, Adrienne H. Brouwers, Marc G. Stevenson, Johan de Jong, Ronald Boellaard

published 30 Mar 2020

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

Haoyuan Yang, Xiuqin Su, Songmao Chen, Wenhua Zhu, Chunwu Ju

published 27 Mar 2020

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The Community Simulator: A Python package for microbial ecology

Robert Marsland, Wenping Cui, Joshua Goldford, Pankaj Mehta

published 24 Mar 2020

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