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Support vector machines

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

Application of FT-NIR spectroscopy to the prediction of Chromium contamination in soil by evolutionary chemometrics

Shaoyong Hong, Zhanhong Liang, [ ... ], Xianchuan Wu

Machinability and tribological optimization of origami-inspired Almond Shell–PMMA via RSM, ML, and TOPSIS

Biplab Bhattacharjee, S. Sivalingam, [ ... ], Jibitesh Kumar Panda

Assessing in-hospital mortality risk in ICU lung cancer patients using machine learning: An analysis based on the MIMIC-IV database

Jianwei Wang, Lizhen Lin, [ ... ], Haihua Xie

Machine learning-based prediction of diabetic retinopathy from pupillary abnormalities in a South Indian population

Janani Surya, S Tamilselvi, [ ... ], Ganesh Rajendran

Improving the measurement resolution in BOTDR sensor with optimized wavelet denoising strategy

Mustafa Essa Hamzah, Mohd Saiful Dzulkefly Zan, [ ... ], Yosuke Tanaka

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