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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, [ ... ], Hamidreza Kamyabfar

Combination of unsupervised discretization methods for credit risk

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

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

Niranjani Prasad, Isabel Chien, [ ... ], Anja Thieme

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

Marta Malagón, Elizabeth Alwers, [ ... ], Hermann Brenner

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

Soroosh Shalileh, Dmitry Ignatov, Anastasiya Lopukhina, Olga Dragoy

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

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

Xiaofeng Wu, Song Yang, Di Zhang, Liang Zhang

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

Galen Richardson, Anders Knudby, [ ... ], Leila Yousefizadeh Naeni

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

Haishi Dou, Hongqian Wei, Qiang Ai, Youtong Zhang

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

Jiawei Wu, Peng Ren, [ ... ], Xiao Zhang

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, [ ... ], Marcus de Barros Braga

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

Mengjia Luo, Jinliang Wang, [ ... ], Jingchun Zhou

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

Xiangwei Mou, Yu Xin, [ ... ], Yuanbin Tang

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