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Machine learning

Innovative deep matching algorithm for stock portfolio selection using deep stock profiles

Ganggang Guo, Yulei Rao, Feida Zhu, Fang Xu

published 04 Nov 2020

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Risk mitigation in algorithmic accountability: The role of machine learning copies

Irene Unceta, Jordi Nin, Oriol Pujol

published 03 Nov 2020

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Near-real time aboveground carbon emissions in Peru

Ovidiu Csillik, Gregory P. Asner

published 02 Nov 2020

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Exploring on the climate regionalization of Qinling-Daba mountains based on Geodetector-SVM model

Yufan Hu, Yonghui Yao, Zhixiang Kou

published 02 Nov 2020

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Single image super-resolution via Image Quality Assessment-Guided Deep Learning Network

Zhengqiang Xiong, Manhui Lin, Zhen Lin, Tao Sun, Guangyi Yang, Zhengxing Wang

published 29 Oct 2020

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Kernel methods and their derivatives: Concept and perspectives for the earth system sciences

J. Emmanuel Johnson, Valero Laparra, Adrián Pérez-Suay, Miguel D. Mahecha, Gustau Camps-Valls

published 29 Oct 2020

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Country-level pandemic risk and preparedness classification based on COVID-19 data: A machine learning approach

Jordan J. Bird, Chloe M. Barnes, Cristiano Premebida, Anikó Ekárt, Diego R. Faria

published 28 Oct 2020

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Reading Akkadian cuneiform using natural language processing

Shai Gordin, Gai Gutherz, Ariel Elazary, Avital Romach, Enrique Jiménez, Jonathan Berant, Yoram Cohen

published 28 Oct 2020

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A machine learning approach to the digitalization of bank customers: Evidence from random and causal forests

Santiago Carbo-Valverde, Pedro Cuadros-Solas, Francisco Rodríguez-Fernández

published 28 Oct 2020

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Cyberbullying severity detection: A machine learning approach

Bandeh Ali Talpur, Declan O’Sullivan

published 27 Oct 2020

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The False positive problem of automatic bot detection in social science research

Adrian Rauchfleisch, Jonas Kaiser

published 22 Oct 2020

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GAN-SAE based fault diagnosis method for electrically driven feed pumps

Hui Han, Lina Hao, Dequan Cheng, He Xu

published 22 Oct 2020

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Intracranial pressure based decision making: Prediction of suspected increased intracranial pressure with machine learning

Tadashi Miyagawa, Minami Sasaki, Akira Yamaura

published 21 Oct 2020

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