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Machine learning algorithms

Machine learning-based prediction of glioma grading

Shihong Liu, Yunfang Xie, Xuanli Gong, Jieyu He, Wei Zou

published 26 Dec 2025

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Identification and classification of oil and gas pipeline intru-sion events based on 1-D CNN network

Han Qin, Xiaoli Huang, Xingcheng Wang, Zhaoliang Zhou

published 23 Dec 2025

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Construction of an intelligent screening model for allergic rhinitis based on routine blood tests

Change Fan, Yanan Wang, Xin Tong, Shiyu Wu, Caiyan An, Huijiao Cai, Junjing Zhang, Biao Song, Ruihuan Zhang

published 23 Dec 2025

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Predicting the influence of homologous recombination repair deficiency genes on glioma heterogeneity and patient prognosis using multi-omics analysis and machine learning

Xin Wu, Longyuan Li, Zheng Zhan, Mei Chang, Jiaxuan Li, Zhouqing Chen, Zhong Wang

published 19 Dec 2025

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Machine learning-based risk prediction model for cognitive dysfunction in elderly individuals

Lei Zhang, Xuan Xiang, Wei Chen, Haijun Miao, Ting Zou, Ruikai Wu, Xiaohui Zhou

published 19 Dec 2025

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Geospatial modeling and forecasting of urban land use change using Google Earth Engine and machine learning

Rana Muhammad Amir Latif, Adnan Arshad, Jinliao He, Tofeeq Ahmad, Alaa Ahmed

published 18 Dec 2025

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Predicting and explaining life satisfaction among older adults using tree-based ensemble models and SHAP: Evidence from the digital divide survey

Haiyan Kong, Hualong Fang, Guihua Zhang

published 16 Dec 2025

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A novel algorithm for model uncertainty reduction in trapezoidal fuzzy fault tree risk assessment

Yuanyuan Zhang, Long Zhao, Tao Zhang, Wencheng Li

published 15 Dec 2025

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Hybrid machine learning models for enhanced arrhythmia detection from ECG signals using autoencoder and convolution features

Subir Biswas, Prabodh Kumar Sahoo, Brajesh Kumar, Adyasha Rath, Prince Jain, Ganpati Panda, Haipeng Liu, Xinhong Wang

published 15 Dec 2025

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DynamicSeq2SeqXGB for PM_2.5 imputation in extremely sparse environmental monitoring networks

Ruslan Safarov, Zhanat Shomanova, Yuriy Nossenko, Eldar Kopishev, Zhuldyz Bexeitova, Emin Atasoy

published 11 Dec 2025

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ETHIAD: A novel explainable model for detecting illicit accounts on Ethereum

Jiarong Lu, Bin Liao, Yi Liu, Kutorzi Edwin Yao

published 11 Dec 2025

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M-polynomial driven machine learning models for predicting physicochemical properties of antibiotics

Xin Li, Masoud Ghods, Negar Kheirkhahan, Jana Shafi

published 11 Dec 2025

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WACSAW: An adaptive, statistical method to classify movement into sleep and wakefulness states

Austin Vandegriffe, V.A. Samaranayake, Matthew S. Thimgan

published 11 Dec 2025

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