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Machine learning

Optimised genetic algorithm-extreme learning machine approach for automatic COVID-19 detection

Musatafa Abbas Abbood Albadr, Sabrina Tiun, Masri Ayob, Fahad Taha AL-Dhief, Khairuddin Omar, Faizal Amri Hamzah

published 15 Dec 2020

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Mapping risk of ischemic heart disease using machine learning in a Brazilian state

Marcela Bergamini, Pedro Henrique Iora, Thiago Augusto Hernandes Rocha, Yolande Pokam Tchuisseu, Amanda de Carvalho Dutra, João Felipe Herman Costa Scheidt, Oscar Kenji Nihei, Maria Dalva de Barros Carvalho, Catherine Ann Staton, João Ricardo Nickenig Vissoci, Luciano de Andrade

published 10 Dec 2020

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Interpretable PID parameter tuning for control engineering using general dynamic neural networks: An extensive comparison

Johannes Günther, Elias Reichensdörfer, Patrick M. Pilarski, Klaus Diepold

published 10 Dec 2020

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Comprehensive nutrient analysis in agricultural organic amendments through non-destructive assays using machine learning

Erick K. Towett, Lee B. Drake, Gifty E. Acquah, Stephan M. Haefele, Steve P. McGrath, Keith D. Shepherd

published 10 Dec 2020

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Video kills the sentiment—Exploring fans’ reception of the video assistant referee in the English premier league using Twitter data

Otto Kolbinger, Melanie Knopp

published 09 Dec 2020

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Learning from urban form to predict building heights

Nikola Milojevic-Dupont, Nicolai Hans, Lynn H. Kaack, Marius Zumwald, François Andrieux, Daniel de Barros Soares, Steffen Lohrey, Peter-Paul Pichler, Felix Creutzig

published 09 Dec 2020

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Examining the effects of transcranial direct current stimulation on human episodic memory with machine learning

Aleksandra Petrovskaya, Bogdan Kirillov, Anastasiya Asmolova, Giulia Galli, Matteo Feurra, Angela Medvedeva

published 09 Dec 2020

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Cell segmentation and tracking using CNN-based distance predictions and a graph-based matching strategy

Tim Scherr, Katharina Löffler, Moritz Böhland, Ralf Mikut

published 08 Dec 2020

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Accurate spatiotemporal mapping of drug overdose deaths by machine learning of drug-related web-searches

David S. Campo, Joseph W. Gussler, Amanda Sue, Pavel Skums, Yury Khudyakov

published 07 Dec 2020

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Electronic based reported anthropometry—A useful tool for interim monitoring of obesity prevalence in developing states

Pamela S. Gaskin, Peter Chami, Tamara Nancoo, Patricia Warner, Patrick Barrett, Yvette Mayers

published 07 Dec 2020

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Deep learning based automatic segmentation of metastasis hotspots in thorax bone SPECT images

Qiang Lin, Mingyang Luo, Ruiting Gao, Tongtong Li, Zhengxing Man, Yongchun Cao, Haijun Wang

published 03 Dec 2020

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Machine learning-based e-commerce platform repurchase customer prediction model

Cheng-Ju Liu, Tien-Shou Huang, Ping-Tsan Ho, Jui-Chan Huang, Ching-Tang Hsieh

published 03 Dec 2020

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Can scholarly pirate libraries bridge the knowledge access gap? An empirical study on the structural conditions of book piracy in global and European academia

Balázs Bodó, Dániel Antal, Zoltán Puha

published 03 Dec 2020

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