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Ensemble methods

Novel loss functions for ensemble-based medical image classification

Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer K. Antani

published 30 Dec 2021

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Automated color detection in orchids using color labels and deep learning

Diah Harnoni Apriyanti, Luuk J. Spreeuwers, Peter J. F. Lucas, Raymond N. J. Veldhuis

published 27 Oct 2021

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Pneumonia detection in chest X-ray images using an ensemble of deep learning models

Rohit Kundu, Ritacheta Das, Zong Woo Geem, Gi-Tae Han, Ram Sarkar

published 07 Sep 2021

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A two level learning model for authorship authentication

Ahmed Taha, Heba M. Khalil, Tarek El-shishtawy

published 05 Aug 2021

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Glaucoma classification based on scanning laser ophthalmoscopic images using a deep learning ensemble method

Dominika Sułot, David Alonso-Caneiro, Paweł Ksieniewicz, Patrycja Krzyzanowska-Berkowska, D. Robert Iskander

published 04 Jun 2021

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Enhancing web search result clustering model based on multiview multirepresentation consensus cluster ensemble (mmcc) approach

Ali Sabah, Sabrina Tiun, Nor Samsiah Sani, Masri Ayob, Adil Yaseen Taha

published 15 Jan 2021

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Action-specialized expert ensemble trading system with extended discrete action space using deep reinforcement learning

JoonBum Leem, Ha Young Kim

published 27 Jul 2020

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Identifying latent subgroups of children with developmental delay using Bayesian sequential updating and Dirichlet process mixture modelling

Patricia Gilholm, Kerrie Mengersen, Helen Thompson

published 02 Jun 2020

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Enhancing performance of subject-specific models via subject-independent information for SSVEP-based BCIs

Mohammad Hadi Mehdizavareh, Sobhan Hemati, Hamid Soltanian-Zadeh

published 14 Jan 2020

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Comparing record linkage software programs and algorithms using real-world data

Alan F. Karr, Matthew T. Taylor, Suzanne L. West, Soko Setoguchi, Tzuyung D. Kou, Tobias Gerhard, Daniel B. Horton

published 24 Sep 2019

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Using machine learning to investigate self-medication purchasing in England via high street retailer loyalty card data

Alec Davies, Mark A. Green, Alex D. Singleton

published 19 Nov 2018

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Predicting essential proteins by integrating orthology, gene expressions, and PPI networks

Xue Zhang, Wangxin Xiao, Xihao Hu

published 10 Apr 2018

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Ensemble method for dengue prediction

Anna L. Buczak, Benjamin Baugher, Linda J. Moniz, Thomas Bagley, Steven M. Babin, Erhan Guven

published 03 Jan 2018

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