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Decision trees

A Novel approach to ship valuation prediction: An application to the supramax and ultramax secondhand markets

Elif Tuçe Bal, Ercan Akan, Huseyin Gencer

published 14 May 2025

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Approaches for handling imbalanced data used in machine learning in the healthcare field: A case study on Chagas disease database prediction

André G. Coimbra, Cleiane G. Oliveira, Matheus P. Libório, Hasheem Mannan, Laercio I. Santos, Elisa Fusco, Marcos F.S.V. D’Angelo

published 13 May 2025

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A novel methodological approach to SaaS churn prediction using whale optimization algorithm

Muhammed Kotan, Ömer Faruk Seymen, Levent Çallı, Sena Kasım, Burcu Çarklı Yavuz, Tijen Över Özçelik

published 13 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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A hybrid TCN-XGBoost model for agricultural product market price forecasting

Tianwen Zhao, Guoqing Chen, Sujitta Suraphee, Tossapol Phoophiwfa, Piyapatr Busababodhin

published 02 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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Privacy-preserving recommender system using the data collaboration analysis for distributed datasets

Tomoya Yanagi, Shunnosuke Ikeda, Noriyoshi Sukegawa, Yuichi Takano

published 21 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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A population spatialization method based on the integration of feature selection and an improved random forest model

Zhen Zhao, Hongmei Guo, Xueli Jiang, Ying Zhang, Changjiang Lu, Can Zhang, Zonghang He

published 03 Apr 2025

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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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