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Machine learning algorithms

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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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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Predicting overdose among individuals prescribed opioids using routinely collected healthcare utilization data

Jenny W. Sun, Jessica M. Franklin, Kathryn Rough, Rishi J. Desai, Sonia Hernández-Díaz, Krista F. Huybrechts, Brian T. Bateman

published 20 Oct 2020

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Selecting the best machine learning algorithm to support the diagnosis of Non-Alcoholic Fatty Liver Disease: A meta learner study

Paolo Sorino, Maria Gabriella Caruso, Giovanni Misciagna, Caterina Bonfiglio, Angelo Campanella, Antonella Mirizzi, Isabella Franco, Antonella Bianco, Claudia Buongiorno, Rosalba Liuzzi, Anna Maria Cisternino, Maria Notarnicola, Marisa Chiloiro, Giovanni Pascoschi, Alberto Rubén Osella, MICOL Group

published 20 Oct 2020

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Modeling and comparing data mining algorithms for prediction of recurrence of breast cancer

Alireza Mosayebi, Barat Mojaradi, Ali Bonyadi Naeini, Seyed Hamid Khodadad Hosseini

published 15 Oct 2020

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The data dimensionality reduction and bad data detection in the process of smart grid reconstruction through machine learning

Bo Yu, Zheng Wang, Shangke Liu, Xiaomin Liu, Ruixin Gou

published 07 Oct 2020

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Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation

Gurpreet Singh, Yasin Hussain, Zhuoran Xu, Evan Sholle, Kelly Michalak, Kristina Dolan, Benjamin C. Lee, Alexander R. van Rosendael, Zahra Fatima, Jessica M. Peña, Peter W. F. Wilson, Antonio M. Gotto Jr., Leslee J. Shaw, Lohendran Baskaran, Subhi J. Al’Aref

published 30 Sep 2020

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Forecasting and optimizing Agrobacterium-mediated genetic transformation via ensemble model- fruit fly optimization algorithm: A data mining approach using chrysanthemum databases

Mohsen Hesami, Milad Alizadeh, Roohangiz Naderi, Masoud Tohidfar

published 30 Sep 2020

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The skipping behavior of users of music streaming services and its relation to musical structure

Nicola Montecchio, Pierre Roy, François Pachet

published 30 Sep 2020

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