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Machine learning

The application of structural and machine learning models to predict the default risk of listed companies in the Iranian capital market

Pejman Peykani, Mostafa Sargolzaei, Negin Sanadgol, Amir Takaloo, Hamidreza Kamyabfar

published 27 Nov 2023

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Combination of unsupervised discretization methods for credit risk

José G. Fuentes Cabrera, Hugo A. Pérez Vicente, Sebastián Maldonado, Jonás Velasco

published 27 Nov 2023

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Deep learning for the prediction of clinical outcomes in internet-delivered CBT for depression and anxiety

Niranjani Prasad, Isabel Chien, Tim Regan, Angel Enrique, Jorge Palacios, Dessie Keegan, Usman Munir, Ryutaro Tanno, Hannah Richardson, Aditya Nori, Derek Richards, Gavin Doherty, Danielle Belgrave, Anja Thieme

published 27 Nov 2023

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Clinical performance study of a fecal bacterial signature test for colorectal cancer screening

Marta Malagón, Elizabeth Alwers, Lia Oliver, Sara Ramió-Pujol, Mireia Sánchez-Vizcaino, Joan Amoedo, Salomé de Cambra, Mariona Serra-Pagès, Antoni Castells, Xavier Aldeguer, Jesús Garcia-Gil, Hermann Brenner

published 22 Nov 2023

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Identifying dyslexia in school pupils from eye movement and demographic data using artificial intelligence

Soroosh Shalileh, Dmitry Ignatov, Anastasiya Lopukhina, Olga Dragoy

published 22 Nov 2023

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Use of feature importance statistics to accurately predict asthma attacks using machine learning: A cross-sectional cohort study of the US population

Alexander A. Huang, Samuel Y. Huang

published 22 Nov 2023

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Transformer based neural network for daily ground settlement prediction of foundation pit considering spatial correlation

Xiaofeng Wu, Song Yang, Di Zhang, Liang Zhang

published 20 Nov 2023

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Dense neural network outperforms other machine learning models for scaling-up lichen cover maps in Eastern Canada

Galen Richardson, Anders Knudby, Wenjun Chen, Michael Sawada, Julie Lovitt, Liming He, Leila Yousefizadeh Naeni

published 20 Nov 2023

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Optimal energy management strategy for dual-power coupling tractor based on the adaptive control technology

Haishi Dou, Hongqian Wei, Qiang Ai, Youtong Zhang

published 20 Nov 2023

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Data glove-based gesture recognition using CNN-BiLSTM model with attention mechanism

Jiawei Wu, Peng Ren, Boming Song, Ran Zhang, Chen Zhao, Xiao Zhang

published 17 Nov 2023

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Deep learning framework for epidemiological forecasting: A study on COVID-19 cases and deaths in the Amazon state of Pará, Brazil

Gilberto Nerino de Souza Jr, Alícia Graziella Balbino Mendes, Joaquim dos Santos Costa, Mikeias dos Santos Oliveira, Paulo Victor Cunha Lima, Vitor Nunes de Moraes, David Costa Correia Silva, Jonas Elias Castro da Rocha, Marcel do Nascimento Botelho, Fabricio Almeida Araujo, Rafael da Silva Fernandes, Daniel Leal Souza, Marcus de Barros Braga

published 17 Nov 2023

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The response of ecological security to land use change in east and west subtropical China

Mengjia Luo, Jinliang Wang, Jie Li, Jinming Sha, Suling He, Lanfang Liu, Eldar Kurbanov, Janie Cole, Yuanmei Jiao, Jingchun Zhou

published 16 Nov 2023

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An empirical study on learners’ learning emotion and learning effect in offline learning environment

Xiangwei Mou, Yu Xin, Yongfu Song, Jinshan Xiang, Yuanbin Tang

published 16 Nov 2023

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