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Boosting algorithms

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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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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RRMSE-enhanced weighted voting regressor for improved ensemble regression

Shikun Chen, Wenlong Zheng

published 17 Mar 2025

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Evaluation of stroke sequelae and rehabilitation effect on brain tumor by neuroimaging technique: A comparative study

Xueliang Guo, Lin Sun

published 24 Feb 2025

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Machine learning-based analyzing earthquake-induced slope displacement

Jiyu Wang, Niaz Muhammad Shahani, Xigui Zheng, Jiang Hongwei, Xin Wei

published 06 Feb 2025

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Evaluating Machine Learning and Deep Learning models for predicting Wind Turbine power output from environmental factors

Montaser Abdelsattar, Mohamed A. Ismeil, Karim Menoufi, Ahmed AbdelMoety, Ahmed Emad-Eldeen

published 23 Jan 2025

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Survival machine learning methods for mortality prediction after heart transplantation in the contemporary era

Lathan Liou, Elizabeth Mostofsky, Laura Lehman, Soziema Salia, Francisco J. Barrera, Ying Wei, Amal Cheema, Anuradha Lala, Andrew Beam, Murray A. Mittleman

published 07 Jan 2025

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Solar energy prediction through machine learning models: A comparative analysis of regressor algorithms

Huu Nam Nguyen, Quoc Thanh Tran, Canh Tung Ngo, Duc Dam Nguyen, Van Quan Tran

published 02 Jan 2025

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Predicting learning achievement using ensemble learning with result explanation

Tingting Tong, Zhen Li

published 02 Jan 2025

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NATE: Non-pArameTric approach for Explainable credit scoring on imbalanced class

Seongil Han, Haemin Jung

published 31 Dec 2024

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A Genetic algorithm aided hyper parameter optimization based ensemble model for respiratory disease prediction with Explainable AI

Balraj Preet Kaur, Harpreet Singh, Rahul Hans, Sanjeev Kumar Sharma, Chetna Sharma, Md. Mehedi Hassan

published 02 Dec 2024

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The research explores the predictive capacity of the shear strength of reinforced concrete walls with different cross-sectional shapes using the XGBoost model

Hoa Thi Trinh, Tuan Anh Pham, Vu Dinh Tho, Duy Hung Nguyen

published 27 Nov 2024

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Factors predicting access to medications for opioid use disorder for housed and unhoused patients: A machine learning approach

Aaron Esguerra, Thomas J. Weinandy

published 27 Sep 2024

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