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Material Type: Article
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Review of deep learning: concepts, CNN architectures, challenges, applications, future directionsJournal 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: 33816053Full text available |
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Material Type: Article
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A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applicationsJournal 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/s40537-023-00727-2Full text available |
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Material Type: Article
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A Complete VADER-Based Sentiment Analysis of Bitcoin (BTC) Tweets during the Era of COVID-19Big 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/bdcc4040033Full text available |
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Material Type: Article
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The application of artificial intelligence and data integration in COVID-19 studies: a scoping reviewJournal 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: 34151987Digital Resources/Online E-Resources |
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Material Type: Article
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Machine Learning Techniques for Chronic Kidney Disease Risk PredictionBig 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/bdcc6030098Full text available |
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Material Type: Article
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A Novel Approach for Diabetic Retinopathy Screening Using Asymmetric Deep Learning FeaturesBig 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/bdcc7010025Full text available |
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Material Type: Article
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Detection of sitting posture using hierarchical image composition and deep learningPeerJ. 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: 33834109Full text available |
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8 |
Material Type: Article
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Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A SurveyMachine 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/make3040048Full text available |
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Material Type: Article
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Artificial intelligence approaches and mechanisms for big data analytics: a systematic studyPeerJ. 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: 33954253Full text available |
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Material Type: Article
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AI-driven deep CNN approach for multi-label pathology classification using chest X-RaysPeerJ. 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: 33977135Full text available |
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11 |
Material Type: Article
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A survey on generative adversarial networks for imbalance problems in computer vision tasksJournal 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: 33552840Full text available |
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Material Type: Article
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Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classificationPeerJ. 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: 35634110Full text available |
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Material Type: Article
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Detection of diabetic retinopathy using a fusion of textural and ridgelet features of retinal images and sequential minimal optimization classifierPeerJ. 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: 34013026Full text available |
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14 |
Material Type: 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 ArabiaBig 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/bdcc6010013Full text available |
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15 |
Material Type: Article
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NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural networkInternational 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.22686Digital Resources/Online E-Resources |
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Material Type: Article
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Determining the number of hidden layer and hidden neuron of neural network for wind speed predictionPeerJ. 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: 34616896Full text available |
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Material Type: Article
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A Comparative Analysis of Object Detection Metrics with a Companion Open-Source ToolkitElectronics (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/electronics10030279Full text available |
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Material Type: Article
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Ensemble of adapted convolutional neural networks (CNN) methods for classifying colon histopathological imagesPeerJ. 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: 35875641Full text available |
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Material Type: Article
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ECOVNet: a highly effective ensemble based deep learning model for detecting COVID-19PeerJ. 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: 34141883Full text available |
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Material Type: Article
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Arabic Tweets-Based Sentiment Analysis to Investigate the Impact of COVID-19 in KSA: A Deep Learning ApproachBig 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/bdcc7010016Full text available |