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Machine learning

Super-resolution reconstruction of real infrared images acquired with unmanned aerial vehicle

ZhengQiang Xiong, Qiuze Yu, Tao Sun, Wen Chen, Yuhao Wu, Jie Yin

published 17 Jun 2020

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Multi-packet transmission aero-engine DCS neural network sliding mode control based on multi-kernel LS-SVM packet dropout online compensation

Li Guangfu, Wang Xu, Ren Jia

published 17 Jun 2020

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Deep learning-based survival prediction for multiple cancer types using histopathology images

Ellery Wulczyn, David F. Steiner, Zhaoyang Xu, Apaar Sadhwani, Hongwu Wang, Isabelle Flament-Auvigne, Craig H. Mermel, Po-Hsuan Cameron Chen, Yun Liu, Martin C. Stumpe

published 17 Jun 2020

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Physically sound, self-learning digital twins for sloshing fluids

Beatriz Moya, Iciar Alfaro, David Gonzalez, Francisco Chinesta, Elías Cueto

published 16 Jun 2020

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A systematic review of machine learning models for predicting outcomes of stroke with structured data

Wenjuan Wang, Martin Kiik, Niels Peek, Vasa Curcin, Iain J. Marshall, Anthony G. Rudd, Yanzhong Wang, Abdel Douiri, Charles D. Wolfe, Benjamin Bray

published 12 Jun 2020

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Recurrent convolutional neural kernel model for stock price movement prediction

Suhui Liu, Xiaodong Zhang, Ying Wang, Guoming Feng

published 12 Jun 2020

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Mid-price prediction based on machine learning methods with technical and quantitative indicators

Adamantios Ntakaris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis

published 12 Jun 2020

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Prospective, comparative evaluation of a deep neural network and dermoscopy in the diagnosis of onychomycosis

Young Jae Kim, Seung Seog Han, Hee Joo Yang, Sung Eun Chang

published 11 Jun 2020

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Deep learning for EEG-based Motor Imagery classification: Accuracy-cost trade-off

Javier León, Juan José Escobar, Andrés Ortiz, Julio Ortega, Jesús González, Pedro Martín-Smith, John Q. Gan, Miguel Damas

published 11 Jun 2020

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Modeling workflows: Identifying the most predictive features in healthcare operational processes

Colm Crowley, Steven Guitron, Joseph Son, Oleg S. Pianykh

published 11 Jun 2020

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Solving text clustering problem using a memetic differential evolution algorithm

Hossam M. J. Mustafa, Masri Ayob, Dheeb Albashish, Sawsan Abu-Taleb

published 11 Jun 2020

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Unsupervised acquisition of idiomatic units of symbolic natural language: An n-gram frequency-based approach for the chunking of news articles and tweets

Dario Borrelli, Gabriela Gongora Svartzman, Carlo Lipizzi

published 08 Jun 2020

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Optimizing hyper-parameters of neural networks with swarm intelligence: A novel framework for credit scoring

Runchi Zhang, Zhiyi Qiu

published 05 Jun 2020

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