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Ensemble methods

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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Stacking with Recursive Feature Elimination-Isolation Forest for classification of diabetes mellitus

Nur Farahaina Idris, Mohd Arfian Ismail, Mohd Izham Mohd Jaya, Ashraf Osman Ibrahim, Anas W. Abulfaraj, Faisal Binzagr

published 08 May 2024

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MENet: A Mitscherlich function based ensemble of CNN models to classify lung cancer using CT scans

Surya Majumder, Nandita Gautam, Abhishek Basu, Arup Sau, Zong Woo Geem, Ram Sarkar

published 11 Mar 2024

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clusterBMA: Bayesian model averaging for clustering

Owen Forbes, Edgar Santos-Fernandez, Paul Pao-Yen Wu, Hong-Bo Xie, Paul E. Schwenn, Jim Lagopoulos, Lia Mills, Dashiell D. Sacks, Daniel F. Hermens, Kerrie Mengersen

published 21 Aug 2023

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Monkeypox detection from skin lesion images using an amalgamation of CNN models aided with Beta function-based normalization scheme

Rishav Pramanik, Bihan Banerjee, George Efimenko, Dmitrii Kaplun, Ram Sarkar

published 07 Apr 2023

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Ensemble model for rail surface defects detection

Hailang Li, Fan Wang, Junbo Liu, Haoran Song, Zhixiong Hou, Peng Dai

published 17 May 2022

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