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Decision analysis

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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A novel decision ensemble framework: Attention-customized BiLSTM and XGBoost for speculative stock price forecasting

Riaz Ud Din, Salman Ahmed, Saddam Hussain Khan, Abdullah Albanyan, Julian Hoxha, Bader Alkhamees

published 16 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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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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