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Machine learning algorithms

Enhanced machine learning and hybrid ensemble approaches for Coronary Heart Disease prediction

Maurice Wanyonyi, Zakayo Ndiku Morris, Faith Mueni Musyoka, Dominic Makaa Kitavi

Machine learning-based prediction of glioma grading

Shihong Liu, Yunfang Xie, [ ... ], Wei Zou

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

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

Change Fan, Yanan Wang, [ ... ], Ruihuan Zhang

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, [ ... ], Zhong Wang

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

Lei Zhang, Xuan Xiang, [ ... ], Xiaohui Zhou

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

Rana Muhammad Amir Latif, Adnan Arshad, [ ... ], Alaa Ahmed

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

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

Yuanyuan Zhang, Long Zhao, Tao Zhang, Wencheng Li

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

Subir Biswas, Prabodh Kumar Sahoo, [ ... ], Xinhong Wang

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

Ruslan Safarov, Zhanat Shomanova, [ ... ], Emin Atasoy

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

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

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

Xin Li, Masoud Ghods, Negar Kheirkhahan, Jana Shafi

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