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Boosting algorithms

Addressing cluster-constant covariates in mixed effects models via likelihood-based boosting techniques

Colin Griesbach, Andreas Groll, Elisabeth Bergherr

Applicability of machine learning technique in the screening of patients with mild traumatic brain injury

Miriam Leiko Terabe, Miyoko Massago, [ ... ], Luciano de Andrade

Automated surgical planning in spring-assisted sagittal craniosynostosis correction using finite element analysis and machine learning

Jenson Jacob, Selim Bozkurt

An intelligent framework to measure the effects of COVID-19 on the mental health of medical staff

Muhammad Irfan, Ahmad Shaf, [ ... ], Bahran Taghreed Ali M.

Machine learning evaluation for identification of M-proteins in human serum

Alexandros Sopasakis, Maria Nilsson, [ ... ], Victoria Rotter Sopasakis

Tensile strength analysis of additively manufactured CM 247LC alloy specimen by employing machine learning classifiers

Vijaykumar S. Jatti, Dhruv A. Sawant, [ ... ], Emad S. Abouel Nasr

Application of an ensemble CatBoost model over complex dataset for vehicle classification

Pemila M., Pongiannan R. K., [ ... ], Amr Youssef

Prediction of robo-advisory acceptance in banking services using tree-based algorithms

Witold Orzeszko, Dariusz Piotrowski

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

Balraj Preet Kaur, Harpreet Singh, [ ... ], Md. Mehedi Hassan

RRMSE-enhanced weighted voting regressor for improved ensemble regression

Shikun Chen, Wenlong Zheng

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

Lathan Liou, Elizabeth Mostofsky, [ ... ], Murray A. Mittleman

Evaluation and estimation of compressive strength of concrete masonry prism using gradient boosting algorithm

Lanh Si Ho, Van Quan Tran

Automatic classification of patients with myocardial infarction or myocarditis based only on clinical data: A quick response

Sheikh Shah Mohammad Motiur Rahman, Zhihao Chen, [ ... ], Raphaël Couturier

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