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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

published 19 Feb 2026

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

Momotaz Begum, Ariful Islam Shiplu, Mehedi Hasan Shuvo, Fahmid Al Farid, Sumaiya Ismat Jerin, Jia Uddin, Hezerul bin Abdul Karim

published 13 Feb 2026

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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, Zhiyun Liu, Bolin Wang, Can Wang, Yang Liu, Tejin Ba, Li Kong, Feihu Zhang

published 05 Feb 2026

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

Kimya Bahamin, Arya Derakhshesh, Mohammad Hossein Mahmoudi, Omid Kohandel Gargari, Mohammad Ali Takhshid, Mehdi Amirfazli, Arash Dehghan

published 03 Feb 2026

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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

published 02 Feb 2026

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

Shengmin Wang, Moxiao Li, Di Le

published 02 Feb 2026

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

Zhangying Zeng, Weihang Liao, Xuemei Wu, Xinyue Liao, Yating Ou, Lan Zhao, Li Zhao, Daoshu Luo, Feng Wang

published 02 Feb 2026

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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

published 30 Jan 2026

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

Shaoyong Hong, Zhanhong Liang, Huazhou Chen, Jia Weng, Ken Cai, Xianchuan Wu

published 27 Jan 2026

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

Biplab Bhattacharjee, S. Sivalingam, Raman Kumar, Jasgurpreet Singh Chohan, Sandeep V., Ripendeep Singh, Anupama Routray, Jibitesh Kumar Panda

published 23 Jan 2026

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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, Li-ping Qiu, Li-lan Zheng, Lu-xi Wu, Hui Lv, Haihua Xie

published 22 Jan 2026

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

Janani Surya, S Tamilselvi, Maitreyee Roy, Sivaraj Chinnasamy, Rajiv Raman, M Suchetha, Ganesh Rajendran

published 22 Jan 2026

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

Mustafa Essa Hamzah, Mohd Saiful Dzulkefly Zan, Abdulwahhab Essa Hamzah, Mohd Faisal Ibrahim, Ahmad Ashrif A. Bakar, Hisham Mohamad, Yosuke Tanaka

published 21 Jan 2026

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