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Decision tree learning

Evaluation of landslide susceptibility based on SMOTE-Tomek sampling and machine learning algorithm

Ming-zhou Lv, Kun-lun Li, Jia-zeng Cai, Jun Mao, Jia-jun Gao, Hui Xu

published 21 May 2025

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AI-driven educational transformation in ICT: Improving adaptability, sentiment, and academic performance with advanced machine learning

Azhar Imran, Jianqiang Li, Ahmad Alshammari

published 19 May 2025

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Expected length of stay in residential aged care facilities in Australia: Assessing the impact of dementia using machine learning

Alexander Fracalossi, Jinhui Zhang, Evelyn Lee, Yanlin Shi

published 16 May 2025

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Inner pace: A dynamic exploration and analysis of basketball game pace

Fei Zhang, Qing Yi, Rui Dong, Jin Yan, Xiao Xu

published 12 May 2025

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An active machine learning framework for automatic boxing punch recognition and classification using upper limb kinematics

Saravanan Manoharan, John Warburton, Ravi Sadananda Hegde, Ranganathan Srinivasan, Babji Srinivasan

published 08 May 2025

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Microfinance institutions failure prediction in emerging countries, a machine learning approach

Yvan J. Garcia-Lopez, Patricia Henostroza Marquez, Nicolas Nuñez Morales

published 24 Apr 2025

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Research on memory failure prediction based on ensemble learning

Peng Zhang, Jialiang Zhang, Yi Li

published 23 Apr 2025

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Tracking and analyzing the spatio-temporal changes of rice planting structure in Poyang Lake using multi-model fusion method with sentinel-2 multi temporal data

Fenglan Pi, Yang Chen, Guoqing Huang, Shaohua Lei, Dalin Hong, Ning Ding, Yuanzhi Shi

published 07 Apr 2025

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Supervised Machine Learning and Physics Machine Learning approach for prediction of peak temperature distribution in Additive Friction Stir Deposition of Aluminium Alloy

Akshansh Mishra, Vijaykumar Jatt, Eyob Messele Sefene, Sachin Salunkhe, Robert Cep, Emad Abouel Nasr

published 04 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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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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