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Machine learning algorithms

Sensitivity of machine learning regression models to data structure and quality in crop yield prediction

Mahoukpégo Luc Zinzinhédo, Mèvognon Firmin Mitchozounnou, Kolawolé Valère Salako, Romain Glèlè Kakaï

published 01 Sep 2026

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Exploration of acetylation-related biomarkers in osteoarthritis through bioinformatics analysis

Shuchang Li, Jiefeng Yin, Jie Huang, Xifan Zheng, Jun Yao

published 28 Aug 2026

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Labeling matters: A multicenter machine learning study on visual field progression in Glaucoma

Hyobeen Kim, EunAh Kim, Sangwoo Moon, Sang Wook Jin, Jung Lim Kim, Seung Uk Lee, Jeong Rye Park, Jiwoong Lee

published 28 Aug 2026

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Comparative machine learning models for predicting the compressive strength of ultra-high-performance concrete

Nguyen Thi Thu Nga, Nguyen Anh Tuan, Nguyen Tuan Tu, Huyen Thi Dang

published 28 Aug 2026

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An efficient method for network traffic anomaly detection based on SHAP and deep learning

Zhaohui Fang, Ping Xuan, Hong Ding

published 28 Aug 2026

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Machine learning framework for predicting ESDD on high-voltage glass insulators with SHAP-based feature optimization

Ali Ahmed Salem, Waleed M. Hamanah, Abdullah S. Algamili, Salem Mgammal Al-Ameri, Samir Al-Gailani

published 28 Aug 2026

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ASWBoost: Classification algorithm for noisy and imbalanced data based on parametric exponential loss

Fei Meng, Mei Yan, Hang Liu, Wan Xu, Hao Li

published 27 Aug 2026

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EZS-SEP: A hybrid efficient zonal stable election routing protocol with SOM-based node deployment for heterogeneous wireless sensor networks

Sumit Das, Md. Khorshed Alom

published 27 Aug 2026

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Identification and risk-factor analysis for individuals at high risk for keratoconus via machine learning and logistic regression

Kaiyue Du, Rongmei Peng, Yueguo Chen, Bowei Yuan, Wei Chen, Liang Han, Gege Xiao, Yi Qu, Jing Hong

published 25 Aug 2026

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Uncovering the determinants of high-risk age at childbirth in Bangladesh: A machine learning analysis of the BDHS 2022 data

A. T. M. Ahsanul Kyum Siam, Tanzila Tanjim Tusra, Md. Abul Hossain

published 20 Aug 2026

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Evaluating the performance of EEG based on ANN to predict the effectiveness of tDCS combined evaluative conditioning on obsession symptoms reduction in contamination OCD patients: Secondary analysis of data from a randomized controlled trial

Fateme Asadollahzadeh Shamkhal, Ali Moghimi, Hamid Reza Kobravi, Javad Salehi Fadardi, Faezeh Raeis Al Mohaddesin

published 20 Aug 2026

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Machine learning prediction model for the sewing thread consumption

Fayyaz Ahmad, Sheheryar Mohsin Qureshi, Ayesha Younas, Muhammad Babar Ramzan, Gulam Fareed

published 19 Aug 2026

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CASP1 as a key autophagy-related gene in atherosclerosis: Identification by bioinformatics analysis and experimental validation

Han Gao, Yuanling Guo, Lang Wang, Yue’E Shen, Weisong Liu

published 19 Aug 2026

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