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Machine learning

Enhancing medical image segmentation with HCE-Net: A heterogeneous feature collaborative extraction network

Guoqing Zhu, Hongzhi Li, [ ... ], Jiaxi Wang

Multimodal computer vision and machine learning for predictive monitoring of planar-flow casting of amorphous steel foils

Ritaban Dutta, Michael Kellam, Daniel Liang

Weekly sales forecasting using time series decomposition with irregular seasonality: A case study of Sony TV sales in the United States

Arthur Matsuo Yamashita Rios de Sousa, Daisuke Ando, [ ... ], Misako Takayasu

Machine learning for predicting mortality in patients with sepsis and its associated complications: A systematic review and meta-analysis

Hanxi Lv, Yan Gao, Aiping Yu

A temperature-adaptive logit-standardized knowledge distillation for lightweight network intrusion detection

XiaoFang Dong, Kai Yang, JingChao Liu, Wen Chen

Integrative network toxicology and machine learning reveal the potential role of 5-hydroxymethylfurfural in exacerbating pulmonary fibrosis

Qinghuan Yang, Fuli Li, Jiani Li, Ting Qin

Machine learning-based thermoelectric materials screening with physical consistency and uncertainty propagation

Abid Ahmad, Mohammad Naved Qureshi, Shabbab Ali Algamdi, Shaha Faisal

Bi-Mamba-Load: A bidirectional structured state space model with sequence relationship adaptive perception for electricity load forecasting

Junwei Zhu, Lingzhi Xi, [ ... ], Lei Zhang

A hybrid car-following behavior prediction framework for snowy weather based on stacking ensemble learning

Zengjie Luo, Fan Geng, Zhaolei Zhang

Gradient boosting models for gallstone disease classification: A comparative study using demographic and clinical data

Kazi Sakib Hasan, Sumaiya Hossain Puspita

Food insecurity and its related indicators in an Iranian population: An application of machine learning methods in data from Golestan Province

Fatemeh Nassaj-Torshizi, Farid Zayeri, [ ... ], Morteza Mohammadzadeh

Long-term electricity load forecasting model based on multi-period and multi-scale analysis

Xiaolin Zhang, Zhi Liu, Chunyang Wang, Zhen Qian

An integrated machine learning framework for cerebral aneurysm rupture status classification using clinical, morphological, and hemodynamic features

Mostafa Zakeri, Amirhossein Atef, Mohammad Aziznia, Azadeh Jafari

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