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Moreno-Garcia, Carlos Francisco [Author]; Jayne, Chrisina [Author]; Elyan, Eyad [Author]; Aceves-Martins, Magaly [Author]

A novel application of machine learning and zero-shot classification methods for automated abstract screening in systematic reviews

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2023

Published in: Decision analytics journal ; 6(2023) vom: März, Artikel-ID 100162, Seite 1-9
Gumbs, Andrew A. [Author]; Frigerio, Isabella [Author]; Spolverato, Gaya [Author]; Croner, Roland [Author]; Illanes, Alfredo [Author]; Chouillard, Elie [Author]; Elyan, Eyad [Author]

Artificial intelligence surgery : how do we get to autonomous actions in surgery?

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2021

Published in: Sensors ; 21(2021), 16, Artikel-ID 5526
Gumbs, Andrew A. [Author]; Grasso, Vincent [Author]; Bourdel, Nicolas [Author]; Croner, Roland [Author]; Spolverato, Gaya [Author]; Frigerio, Isabella [Author]; Illanes, Alfredo [Author]; Hilal, Mohammad Abu [Author]; Park, Adrian [Author]; Elyan, Eyad [Author]

The advances in computer vision that are enabling more autonomous actions in surgery : a systematic review of the literature

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2022

Published in: Sensors ; 22(2022), 13, Artikel-ID 4918
Vuttipittayamongkol, Pattaramon; Elyan, Eyad

Improved Overlap-based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson’s Disease

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World Scientific Pub Co Pte Ltd, 2020

Published in: International Journal of Neural Systems, 30 (2020) 8, Seite 2050043
Vuttipittayamongkol, Pattaramon; Elyan, Eyad

Response to Discussion on “Improved Overlap-Based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson’s Disease,”

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World Scientific Pub Co Pte Lt, 2020

Published in: International Journal of Neural Systems, 30 (2020) 9, Seite 2075002
Elyan, Eyad; Ugail, Hassan

Reconstruction of 3D Human Facial Images Using Partial Differential Equations

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International Academy Publishing (IAP), 2007

Published in: Journal of Computers, 2 (2007) 8
Elyan, Eyad; Gaber, Mohamed Medhat

A fine-grained Random Forests using class decomposition: an application to medical diagnosis

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Springer Science and Business Media LLC, 2016

Published in: Neural Computing and Applications, 27 (2016) 8, Seite 2279-2288
Haynes, Sophie Crawford; Johnston, Pamela; Elyan, Eyad

Generalisation challenges in deep learning models for medical imagery: insights from external validation of COVID-19 classifiers

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Springer Science and Business Media LLC, 2024

Published in: Multimedia Tools and Applications (2024)
Abdullakutty, Faseela; Johnston, Pamela; Elyan, Eyad

Fusion Methods for Face Presentation Attack Detection

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MDPI AG, 2022

Published in: Sensors, 22 (2022) 14, Seite 5196
Vuttipittayamongkol, Pattaramon; Tung, Aaron; Elyan, Eyad

A Data-Driven Decision Support Tool for Offshore Oil and Gas Decommissioning

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Institute of Electrical and Electronics Engineers (IEEE), 2021

Published in: IEEE Access, 9 (2021), Seite 137063-137082
Johnston, Pamela; Elyan, Eyad; Jayne, Chrisina

Video tampering localisation using features learned from authentic content

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Springer Science and Business Media LLC, 2020

Published in: Neural Computing and Applications, 32 (2020) 16, Seite 12243-12257
Wares, Scott; Isaacs, John; Elyan, Eyad

Data stream mining: methods and challenges for handling concept drift

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Springer Science and Business Media LLC, 2019

Published in: SN Applied Sciences, 1 (2019) 11
Fawagreh, Khaled; Gaber, Mohamed Medhat; Elyan, Eyad

Intelligent Data Engineering and Automated Learning – IDEAL 2014: Diversified Random Forests Using Random Subspaces

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Springer International Publishing, 2014

Published in: Intelligent Data Engineering and Automated Learning – IDEAL 2014 (2014), Seite 85-92
Wang, Lei; Elyan, Eyad; Song, Dawei

MultiMedia Modeling: Rebuilding Visual Vocabulary via Spatial-temporal Context Similarity for Video Retrieval

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Springer International Publishing, 2014

Published in: MultiMedia Modeling (2014), Seite 74-85
Fawagreh, Khaled; Gaber, Mohamed Medhat; Elyan, Eyad

Random forests: from early developments to recent advancements

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Informa UK Limited, 2014

Published in: Systems Science & Control Engineering, 2 (2014) 1, Seite 602-609
Wang, Lei; Song, Dawei; Elyan, Eyad

Lecture Notes in Computer Science: Video Retrieval Based on Words-of-Interest Selection

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Springer Berlin Heidelberg, 2011

Published in: Lecture Notes in Computer Science (2011), Seite 687-690
Ali, Hazrat; Shah, Zubair; Alam, Tanvir; Wijayatunga, Priyantha; Elyan, Eyad

Editorial: Recent advances in multimodal artificial intelligence for disease diagnosis, prognosis, and prevention

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Frontiers Media SA, 2024

Published in: Frontiers in Radiology, 3 (2024)
Abdullakutty, Faseela; Elyan, Eyad; Johnston, Pamela; Ali-Gombe, Adamu

Deep Transfer Learning on the Aggregated Dataset for Face Presentation Attack Detection

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Springer Science and Business Media LLC, 2022

Published in: Cognitive Computation, 14 (2022) 6, Seite 2223-2233
Ali-Gombe, Adamu; Elyan, Eyad; Moreno-García, Carlos; Jayne, Chrisina

Lecture Notes in Computer Science: Cross Domain Evaluation of Text Detection Models

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Springer Nature Switzerland, 2022

Published in: Lecture Notes in Computer Science (2022), Seite 50-61
Elyan, Eyad; Moreno-Garcia, Carlos Francisco; Jayne, Chrisina

CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification

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Springer Science and Business Media LLC, 2021

Published in: Neural Computing and Applications, 33 (2021) 7, Seite 2839-2851

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