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Machine learning

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

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

Research on performance variations of classifiers with the influence of pre-processing methods for Chinese short text classification

Dezheng Zhang, Jing Li, Yonghong Xie, Aziguli Wulamu

Trends and driving forces of agricultural carbon emissions: A case study of Anhui, China

Yanwei Qi, Huailiang Liu, [ ... ], Yulan Ding

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

Haishi Dou, Hongqian Wei, Qiang Ai, Youtong Zhang

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

Imbalanced machine learning classification models for removal biosimilar drugs and increased activity in patients with rheumatic diseases

David Castro Corredor, Luis Ángel Calvo Pascual

Integrative soft computing approaches for optimizing thermal energy performance in residential buildings

Yao Peng, Yang Chen

HPOSS: A hierarchical portfolio optimization stacking strategy to reduce the generalization error of ensembles of models

Luan Carlos de Sena Monteiro Ozelim, Dimas Betioli Ribeiro, [ ... ], Paulo Ivo Braga de Queiroz

Rumor detection based on Attention Graph Adversarial Dual Contrast Learning

Bing Zhang, Tao Liu, [ ... ], Wushour Silamu

Paying attention to cardiac surgical risk: An interpretable machine learning approach using an uncertainty-aware attentive neural network

Jahan C. Penny-Dimri, Christoph Bergmeir, [ ... ], Julian A. Smith

Combination of unsupervised discretization methods for credit risk

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

Examining influencing factors of express delivery stations’ spatial distribution using the gradient boosting decision trees: A case study of Nanjing, China

Qianhui He, Shijie Sun

Hypergraph partitioning using tensor eigenvalue decomposition

Deepak Maurya, Balaraman Ravindran

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