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Ensemble methods

A layered stacking ensemble approach for missing data imputation

Muhammad Asif, Klairung Samart

published 12 Oct 2026

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The cost of ensembling: Is it always worth combining global retail forecasting models?

Marco Zanotti

published 29 Sep 2026

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Predicting student academic performance using TabPFN and SHAP: An interpretable machine learning approach

Qiang Yin

published 24 Sep 2026

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Deep learning framework for predicting measurement error drift in smart meter sensors under harsh coastal environments

Tianfu Huang

published 05 Aug 2026

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Penalization method to convert Bayesian optimization methods into batch multi-objective Bayesian optimization methods

Adelle Holder, Henry DeBruin, Jesse M. Sestito

published 21 Jul 2026

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Integrating biological and machine learning models for rainbow trout growth: Balancing accuracy and interpretability

Lawrence Fulton, Pin Lyu

published 19 Mar 2026

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Obscured-ensemble models for genomic prediction

Rounak Saha, Amir Morshedian, Jia Sun, Robert Duncan, Mike Domaratzki

published 14 Nov 2025

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An ensemble-based 3D residual network for the classification of Alzheimer’s disease

Xiaoli Yang, Jiayi Zhou, Chenchen Wang, Xiao Li, Jiawen Wang, Angchao Duan, Nuan Du

published 11 Jun 2025

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BanglaNewsClassifier: A machine learning approach for news classification in Bangla Newspapers using hybrid stacking classifiers

Tanzir Hossain, Ar-Rafi Islam, Md Humaion Kabir Mehedi, Annajiat Alim Rasel, M. Abdullah-AL-Wadud, Jia Uddin

published 09 Jun 2025

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A Mallows-like criterion for anomaly detection with random forest implementation

GaoXiang Zhao, Lu Wang, Xiaoqiang Wang

published 06 Jun 2025

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Chi² weighted ensemble: A multi-layer ensemble approach for skin lesion classification using a novel framework - optimized RegNet synergy with Attention-Triplet

Anwar Hossain Efat

published 20 May 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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Non-destructive test-based assessment of uniaxial compressive strength and elasticity modulus of intact carbonate rocks using stacking ensemble models

Davood Fereidooni, Zohre Karimi, Fatemeh Ghasemi

published 10 Jun 2024

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