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Support vector machines

Computational frameworks for automated detection and quantification of paroxysmal sympathetic hyperactivity among traumatic brain injury patients

Xiangxiang Kong, Lujie Karen Chen, [ ... ], Jamie Erin Podell

Predicting dominant terrestrial biomes at a global scale using machine learning algorithms, climate variable indices, and extreme event indices

Hisashi Sato

Efficient talent identification in women’s football: A ranking-based approach for goal scoring analysis

Songyi Song, Hee-Su Kim

Robust predictors for drug response of patients with acute myeloid leukemia

Bahar Tercan

Hyperspectral imaging for intraoperative brain tumor identification through fusion of spectral, textural, and spectral index features

Jianhua Liu, Chenglong Zhang, [ ... ], Wenjun Xia

Scenario-based portfolio optimization via bootstrapping and machine learning methods: Theory development and empirical evidence from the Tehran Stock Market

Morteza Amini, Sajedeh Javadi, Majid Soleimani-damaneh

Enhancing reliability in electrical grids: A hybrid machine learning approach for electrical faults classification

Momotaz Begum, Ariful Islam Shiplu, [ ... ], Hezerul bin Abdul Karim

Evaluation of oxygenation indices incorporating SpO₂ and PEEP for assessing ARDS severity: Evidence from the MIMIC-IV and eICU collaborative research database v2.0 databases

Zekun Wei, Cunyang Li, [ ... ], Feihu Zhang

Machine learning-based prediction of acute and complicated appendicitis using readily available data in low-resource settings

Kimya Bahamin, Arya Derakhshesh, [ ... ], Arash Dehghan

National data meets AI: Machine learning for predicting overweight/obesity among ever-married Bangladeshi women

Suman Biswas, Md. Mahamudul Islam, Nusrat Islam, Md. Abdur Rahim Mia

Structural damage detection and safety assessment method based on machine vision and machine learning

Shengmin Wang, Moxiao Li, Di Le

Machine learning for the diagnosis of fibromyalgia based on magnetic resonance imaging

Zhangying Zeng, Weihang Liao, [ ... ], Feng Wang

Graph neural networks and belief rule base collaborative modeling for automated and interpretable fault diagnosis in proton exchange membrane fuel cells

Yao Zhao, Ting Wang, Xin Wang

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