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1
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
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Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

Journal of big data, 2021-03, Vol.8 (1), p.53-53, Article 53 [Peer Reviewed Journal]

The Author(s) 2021 ;The Author(s) 2021. ;The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2196-1115 ;EISSN: 2196-1115 ;DOI: 10.1186/s40537-021-00444-8 ;PMID: 33816053

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2
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications
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A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications

Journal of big data, 2023-12, Vol.10 (1), p.46-82, Article 46 [Peer Reviewed Journal]

Crown 2023 ;Crown 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2196-1115 ;EISSN: 2196-1115 ;DOI: 10.1186/s40537-023-00727-2

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3
A Complete VADER-Based Sentiment Analysis of Bitcoin (BTC) Tweets during the Era of COVID-19
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A Complete VADER-Based Sentiment Analysis of Bitcoin (BTC) Tweets during the Era of COVID-19

Big data and cognitive computing, 2020, Vol.4 (4), p.33 [Peer Reviewed Journal]

2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2504-2289 ;EISSN: 2504-2289 ;DOI: 10.3390/bdcc4040033

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4
The application of artificial intelligence and data integration in COVID-19 studies: a scoping review
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The application of artificial intelligence and data integration in COVID-19 studies: a scoping review

Journal of the American Medical Informatics Association, 2021-09, Vol.28 (9), p.2050-2067 [Peer Reviewed Journal]

The Author(s) 2021. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com 2021 ;2021. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the associated terms available at https://academic.oup.com/journals/pages/coronavirus . ;ISSN: 1527-974X ;ISSN: 1067-5027 ;EISSN: 1527-974X ;DOI: 10.1093/jamia/ocab098 ;PMID: 34151987

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5
Machine Learning Techniques for Chronic Kidney Disease Risk Prediction
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Article
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Machine Learning Techniques for Chronic Kidney Disease Risk Prediction

Big data and cognitive computing, 2022-09, Vol.6 (3), p.98 [Peer Reviewed Journal]

2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2504-2289 ;EISSN: 2504-2289 ;DOI: 10.3390/bdcc6030098

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6
A Novel Approach for Diabetic Retinopathy Screening Using Asymmetric Deep Learning Features
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A Novel Approach for Diabetic Retinopathy Screening Using Asymmetric Deep Learning Features

Big data and cognitive computing, 2023-01, Vol.7 (1), p.25 [Peer Reviewed Journal]

COPYRIGHT 2023 MDPI AG ;2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2504-2289 ;EISSN: 2504-2289 ;DOI: 10.3390/bdcc7010025

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7
Detection of sitting posture using hierarchical image composition and deep learning
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Article
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Detection of sitting posture using hierarchical image composition and deep learning

PeerJ. Computer science, 2021-03, Vol.7, p.e442-e442, Article e442 [Peer Reviewed Journal]

2021 Kulikajevas et al. ;COPYRIGHT 2021 PeerJ. Ltd. ;2021 Kulikajevas et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2021 Kulikajevas et al. 2021 Kulikajevas et al. ;ISSN: 2376-5992 ;EISSN: 2376-5992 ;DOI: 10.7717/peerj-cs.442 ;PMID: 33834109

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8
Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey
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Article
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Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey

Machine learning and knowledge extraction, 2021-12, Vol.3 (4), p.966-989 [Peer Reviewed Journal]

2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2504-4990 ;EISSN: 2504-4990 ;DOI: 10.3390/make3040048

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9
Artificial intelligence approaches and mechanisms for big data analytics: a systematic study
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Article
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Artificial intelligence approaches and mechanisms for big data analytics: a systematic study

PeerJ. Computer science, 2021-04, Vol.7, p.e488-e488, Article e488 [Peer Reviewed Journal]

2021 Rahmani et al. ;COPYRIGHT 2021 PeerJ. Ltd. ;2021 Rahmani et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2021 Rahmani et al. 2021 Rahmani et al. ;ISSN: 2376-5992 ;EISSN: 2376-5992 ;DOI: 10.7717/peerj-cs.488 ;PMID: 33954253

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10
AI-driven deep CNN approach for multi-label pathology classification using chest X-Rays
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Article
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AI-driven deep CNN approach for multi-label pathology classification using chest X-Rays

PeerJ. Computer science, 2021-04, Vol.7, p.e495-e495, Article e495 [Peer Reviewed Journal]

2021 Albahli et al. ;COPYRIGHT 2021 COPYRIGHT 2012-2015 PeerJ, Inc / Public user content licensed CC-BY 4.0 unless otherwise specified. Content is available for free at https://peerj.com ;COPYRIGHT 2021 PeerJ. Ltd. ;2021 Albahli et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2021 Albahli et al. 2021 Albahli et al. ;ISSN: 2376-5992 ;EISSN: 2376-5992 ;DOI: 10.7717/peerj-cs.495 ;PMID: 33977135

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11
A survey on generative adversarial networks for imbalance problems in computer vision tasks
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Article
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A survey on generative adversarial networks for imbalance problems in computer vision tasks

Journal of big data, 2021-01, Vol.8 (1), p.27-27, Article 27 [Peer Reviewed Journal]

The Author(s) 2021 ;The Author(s) 2021. ;The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2196-1115 ;EISSN: 2196-1115 ;DOI: 10.1186/s40537-021-00414-0 ;PMID: 33552840

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12
Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification
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Article
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Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification

PeerJ. Computer science, 2022-04, Vol.8, p.e956-e956, Article e956 [Peer Reviewed Journal]

2022 Zivkovic et al. ;COPYRIGHT 2022 PeerJ. Ltd. ;2022 Zivkovic et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2022 Zivkovic et al. 2022 Zivkovic et al. ;ISSN: 2376-5992 ;EISSN: 2376-5992 ;DOI: 10.7717/peerj-cs.956 ;PMID: 35634110

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13
Detection of diabetic retinopathy using a fusion of textural and ridgelet features of retinal images and sequential minimal optimization classifier
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Article
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Detection of diabetic retinopathy using a fusion of textural and ridgelet features of retinal images and sequential minimal optimization classifier

PeerJ. Computer science, 2021-05, Vol.7, p.e456-e456, Article e456 [Peer Reviewed Journal]

2021 Ramasamy et al. ;COPYRIGHT 2021 PeerJ. Ltd. ;2021 Ramasamy et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2021 Ramasamy et al. 2021 Ramasamy et al. ;ISSN: 2376-5992 ;EISSN: 2376-5992 ;DOI: 10.7717/peerj-cs.456 ;PMID: 34013026

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14
Fuzzy Neural Network Expert System with an Improved Gini Index Random Forest-Based Feature Importance Measure Algorithm for Early Diagnosis of Breast Cancer in Saudi Arabia
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Article
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Fuzzy Neural Network Expert System with an Improved Gini Index Random Forest-Based Feature Importance Measure Algorithm for Early Diagnosis of Breast Cancer in Saudi Arabia

Big data and cognitive computing, 2022-03, Vol.6 (1), p.13 [Peer Reviewed Journal]

2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2504-2289 ;EISSN: 2504-2289 ;DOI: 10.3390/bdcc6010013

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15
NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural network
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Article
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NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural network

International Journal of Intelligent Systems, 2022-02 [Peer Reviewed Journal]

2021. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the associated terms available at https://novel-coronavirus.onlinelibrary.wiley.com ;DOI: 10.1002/int.22686

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16
Determining the number of hidden layer and hidden neuron of neural network for wind speed prediction
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Article
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Determining the number of hidden layer and hidden neuron of neural network for wind speed prediction

PeerJ. Computer science, 2021-09, Vol.7, p.e724-e724, Article e724 [Peer Reviewed Journal]

COPYRIGHT 2021 PeerJ. Ltd. ;2021 Rachmatullah et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2021 Rachmatullah et al. 2021 Rachmatullah et al. ;ISSN: 2376-5992 ;EISSN: 2376-5992 ;DOI: 10.7717/peerj-cs.724 ;PMID: 34616896

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17
A Comparative Analysis of Object Detection Metrics with a Companion Open-Source Toolkit
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Article
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A Comparative Analysis of Object Detection Metrics with a Companion Open-Source Toolkit

Electronics (Basel), 2021-02, Vol.10 (3), p.279 [Peer Reviewed Journal]

2021. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2079-9292 ;EISSN: 2079-9292 ;DOI: 10.3390/electronics10030279

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18
Ensemble of adapted convolutional neural networks (CNN) methods for classifying colon histopathological images
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Article
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Ensemble of adapted convolutional neural networks (CNN) methods for classifying colon histopathological images

PeerJ. Computer science, 2022-07, Vol.8, p.e1031-e1031, Article e1031 [Peer Reviewed Journal]

COPYRIGHT 2022 PeerJ. Ltd. ;2022 Albashish. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2022 Albashish 2022 Albashish ;ISSN: 2376-5992 ;EISSN: 2376-5992 ;DOI: 10.7717/peerj-cs.1031 ;PMID: 35875641

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19
ECOVNet: a highly effective ensemble based deep learning model for detecting COVID-19
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Article
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ECOVNet: a highly effective ensemble based deep learning model for detecting COVID-19

PeerJ. Computer science, 2021-05, Vol.7, p.e551, Article e551 [Peer Reviewed Journal]

COPYRIGHT 2021 PeerJ. Ltd. ;2021 Chowdhury et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2021 Chowdhury et al. 2021 Chowdhury et al. ;ISSN: 2376-5992 ;EISSN: 2376-5992 ;DOI: 10.7717/peerj-cs.551 ;PMID: 34141883

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20
Arabic Tweets-Based Sentiment Analysis to Investigate the Impact of COVID-19 in KSA: A Deep Learning Approach
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Article
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Arabic Tweets-Based Sentiment Analysis to Investigate the Impact of COVID-19 in KSA: A Deep Learning Approach

Big data and cognitive computing, 2023, Vol.7 (1), p.16 [Peer Reviewed Journal]

COPYRIGHT 2023 MDPI AG ;2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2504-2289 ;EISSN: 2504-2289 ;DOI: 10.3390/bdcc7010016

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