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Decision analysis

Enlightened prognosis: Hepatitis prediction with an explainable machine learning approach

Niloy Das, Md Bipul Hossain, Apurba Adhikary, Avi Deb Raha, Yu Qiao, Md Mehedi Hassan, Anupam Kumar Bairagi

published 02 Apr 2025

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Evaluating how different balancing data techniques impact on prediction of premature birth using machine learning models

Anna Beatriz Silva, Elisson da Silva Rocha, João Fausto Lorenzato, Patricia Takako Endo

published 02 Apr 2025

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Genre-aware user profiling using duration count matrices: A novel approach to enhancing content recommendation systems

Ali Alqazzaz, Zunaira Anwar, Mahmood ul Hassan, Shahnawaz Qureshi, Mohammad Alsulami, Ali Zia, Sultan Alyami, Syed Muhammad Zeeshan Iqbal, Sajid Anwar, Asadullah Shaikh

published 01 Apr 2025

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Explainable machine learning for predictive modeling of blowing snow detection and meteorological feature assessment using XGBoost-SHAP

Feng Wang, Xinrang Wang, Sai Li

published 28 Mar 2025

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Enhancing cybersecurity: A high-performance intrusion detection approach through boosting minority class recognition

Chadia E. L. Asry, Ibtissam Benchaji, Samira Douzi, Bouabid E. L. Ouahidi

published 28 Mar 2025

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Chlorophyll inversion in rice based on visible light images of different planting methods

He Jing, Wang Bin, He Jiachen

published 24 Mar 2025

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Optimising window size of semantic of classification model for identification of in-text citations based on context and intent

Arshad Iqbal, Abdul Shahid, Muhammad Roman, Muhammad Tanvir Afzal, Umair ul Hassan

published 24 Mar 2025

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Evaluating and implementing machine learning models for personalised mobile health app recommendations

Hafsat Morenigbade, Tareq Al Jaber, Neil Gordon, Gregory Eke

published 19 Mar 2025

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RRMSE-enhanced weighted voting regressor for improved ensemble regression

Shikun Chen, Wenlong Zheng

published 17 Mar 2025

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Analysis and prediction of addiction among virtual reality users

Jing He, Shuman Yu, Jingzhao Zhang

published 12 Mar 2025

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Early warning strategies for corporate operational risk: A study by an improved random forest algorithm using FCM clustering

Xini Fang

published 11 Mar 2025

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Planning and layout of tourism and leisure facilities based on POI big data and machine learning

Shifeng Wu, Jiangyun Wang, Yinuo Jia, Jintian Yang, Jixiu Li

published 04 Mar 2025

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Assessing regional competitiveness in Peru: An approach using nonlinear machine learning models

Yvan J. Garcia-Lopez, Luis A. del Carpio Castro

published 25 Feb 2025

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