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Ensemble methods

Obscured-ensemble models for genomic prediction

Rounak Saha, Amir Morshedian, [ ... ], Mike Domaratzki

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

Xiaoli Yang, Jiayi Zhou, [ ... ], Nuan Du

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

Tanzir Hossain, Ar-Rafi Islam, [ ... ], Jia Uddin

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

GaoXiang Zhao, Lu Wang, Xiaoqiang Wang

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

RRMSE-enhanced weighted voting regressor for improved ensemble regression

Shikun Chen, Wenlong Zheng

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

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

Nur Farahaina Idris, Mohd Arfian Ismail, [ ... ], Faisal Binzagr

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

Surya Majumder, Nandita Gautam, [ ... ], Ram Sarkar

clusterBMA: Bayesian model averaging for clustering

Owen Forbes, Edgar Santos-Fernandez, [ ... ], Kerrie Mengersen

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

Rishav Pramanik, Bihan Banerjee, [ ... ], Ram Sarkar

Ensemble model for rail surface defects detection

Hailang Li, Fan Wang, [ ... ], Peng Dai

A random subspace ensemble classification model for discrimination of power quality events in solar PV microgrid power network

Arangarajan Vinayagam, Mohammad Lutfi Othman, [ ... ], Noor Izzri Abdul Wahab

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