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Machine learning

Real-time plant health assessment via implementing cloud-based scalable transfer learning on AWS DeepLens

Asim Khan, Umair Nawaz, Anwaar Ulhaq, Randall W. Robinson

published 17 Dec 2020

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Design deep neural network architecture using a genetic algorithm for estimation of pile bearing capacity

Tuan Anh Pham, Van Quan Tran, Huong-Lan Thi Vu, Hai-Bang Ly

published 17 Dec 2020

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Deep learning of cuneiform sign detection with weak supervision using transliteration alignment

Tobias Dencker, Pablo Klinkisch, Stefan M. Maul, Björn Ommer

published 16 Dec 2020

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Quantifying influence of human choice on the automated detection of Drosophila behavior by a supervised machine learning algorithm

Xubo Leng, Margot Wohl, Kenichi Ishii, Pavan Nayak, Kenta Asahina

published 16 Dec 2020

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Traffic congestion prediction based on Estimated Time of Arrival

Noureen Zafar, Irfan Ul Haq

published 16 Dec 2020

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Imbalanced learning: Improving classification of diabetic neuropathy from magnetic resonance imaging

Kevin Teh, Paul Armitage, Solomon Tesfaye, Dinesh Selvarajah, Iain D. Wilkinson

published 15 Dec 2020

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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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