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Machine learning algorithms

Comparing machine learning, deep learning, and reinforcement learning performance in Culex pipiens predictive modeling

Wei Yin, Sanad H. Ragab, Michael G. Tyshenko, Teresa Feria Arroyo, Tamer Oraby

published 13 Nov 2025

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A novel image encryption framework using Wireworld cellular automaton and hybrid chaotic maps for enhanced security

Bayan Alabdullah, Hadeel Alsolai, Fatimah Alhayan, Atif Ikram, Abrar Almjally, Mohammad Shehab, Marwan Ali Albahar

published 13 Nov 2025

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Machine learning-based prediction of metabolic dysfunction-associated steatotic liver disease using National Health and Nutrition Examination Survey (NHANES) data

Yong Zhang, Xiang Liu, Xingqiang Zhang, Yangfan Fei, Xiaoxu Li

published 12 Nov 2025

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Integrative machine learning and multi-omics framework identifies shared biomarkers for rheumatoid arthritis and ulcerative colitis

Meili Liu, Jun Ge, Lei Guo, Zhengzheng Wu, Zimo Cheng, Zenggen Liu, Yi Liu

published 10 Nov 2025

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A robust machine learning approach for DC bias prediction in DCO-OFDM based Li-Fi systems

Marwah Salman, David Siddle, Yuan Gao

published 10 Nov 2025

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Testing a bat fatality detection system at wind turbines

Sara P. Weaver, Jon D. Ritter, Alexis M. Commiskey, Juan D. Garcia, Brogan P. Morton

published 07 Nov 2025

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Machine learning based fault classification for improved induction motor performance

Zawar Ahmed Khan, Muhammad Amir Raza, Muhammad I. Masud, Touqeer Ahmed Jumani, Muhammad Faheem, Mohammed Aman

published 06 Nov 2025

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A joint complex network and machine learning approach for the identification of discriminative gene communities in autistic brain

Antonio Lacalamita, Ester Pantaleo, Alfonso Monaco, Loredana Bellantuono, Alessandro Fania, Marianna La Rocca, Tommaso Maggipinto, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti

published 05 Nov 2025

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Multiview state-of-health estimation for lithium-ion batteries using time–frequency image fusion and attention-based deep learning

Peijian Jin, Shuo Yang, Xinwan Xu, Chaoqun Li, Shihao Guo, Wei Yan, Hui Miao, Shimei Sun

published 03 Nov 2025

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Resampling methods for class imbalance in clinical prediction models: A scoping review protocol

Osama Abdelhay, Adam Shatnawi, Hassan Najadat, Taghreed Altamimi

published 03 Nov 2025

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Machine learning algorithms for predicting and identifying the influencing predictors of antenatal care visits among women in Bangladesh: Evidence from BDHS 2022 data

Md. A. Salam, Md. Merajul Islam, Md. Rezaul Karim

published 31 Oct 2025

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Predicting hypertension and identifying most important factors among married women in Bangladesh using machine learning approach

Novel Chandra Das, Probir Kumar Ghosh, Md. Alamgir Hossain, Uddip Acharjee Shuvo, Nipa Rani Talukder, Fatema Khatun, Mohammad Ziaul Islam Chowdhury

published 30 Oct 2025

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Credit risk prediction model for listed companies based on improved reinforcement learning and Bayesian optimization hyperband

Cai Yuanqing, Zhenming Gao, Zhang Jian, Roohallah Alizadehsani, Paweł Pławiak

published 28 Oct 2025

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