{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T09:43:18Z","timestamp":1742982198643,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031287893"},{"type":"electronic","value":"9783031287909"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-031-28790-9_11","type":"book-chapter","created":{"date-parts":[[2023,3,23]],"date-time":"2023-03-23T15:03:51Z","timestamp":1679583831000},"page":"160-171","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Layering Images with Convolution Neural Networks on Cloud Computing"],"prefix":"10.1007","author":[{"given":"Tam","family":"Van Nguyen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9947-9175","authenticated-orcid":false,"given":"Luan Khanh","family":"Tran","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5811-6952","authenticated-orcid":false,"given":"Tu Cam Thi","family":"Tran","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9213-131X","authenticated-orcid":false,"given":"Hiep Xuan","family":"Huynh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,3,24]]},"reference":[{"key":"11_CR1","doi-asserted-by":"crossref","unstructured":"Dogaru, R., Chua, L.O.: Universal CNN cells. Int. J. Bifurcation Chaos \u2013 IJBC 9, 1\u201348 (1999)","DOI":"10.1142\/S021812749900002X"},{"key":"11_CR2","doi-asserted-by":"crossref","unstructured":"Awodele, O., Jegede, O.: Neural networks and its application in engineering. In: Proceedings of Informing Science & IT Education Conference (InSITE) (2009)","DOI":"10.28945\/3317"},{"key":"11_CR3","doi-asserted-by":"crossref","unstructured":"Samek, W., Binder, A., Montavon, G., Lapuschkin, S., M\u00fcller, R.K.: Evaluating the visualization of what a deep neural network has learned. IEEE Trans. Neural Netw. Learn. Syst. 28(11), 2660\u20132673 (2016)","DOI":"10.1109\/TNNLS.2016.2599820"},{"key":"11_CR4","doi-asserted-by":"crossref","unstructured":"Abiodun, I.O., Jantan, A., Omolara, E.A., Dada, V.K., Mohamed, A.N., Arshad, H.: State-of-the-art in artificial neural network applications: a survey. Heliyon 4(11), e00938 (2018). PMCID: PMC6260436","DOI":"10.1016\/j.heliyon.2018.e00938"},{"key":"11_CR5","doi-asserted-by":"crossref","unstructured":"Schmidhuber, J.: Deep learning in neural networks: an overview. Neural Netw. 61, 85\u2013117 (2014). PMID: 25462637","DOI":"10.1016\/j.neunet.2014.09.003"},{"key":"11_CR6","doi-asserted-by":"crossref","unstructured":"Indolia, S., Goswani, K.A., Mishra, S.P., Asopa, P.: Conceptual understanding of convolutional neural network- a deep learning approach. Procedia Comput. Sci. 132, 679\u2013688 (2018)","DOI":"10.1016\/j.procs.2018.05.069"},{"key":"11_CR7","doi-asserted-by":"crossref","unstructured":"Mondal, S., Agarwal, K., Rashid, M.: Deep learning approach for automatic classification of X-ray images using convolutional neural network. In: 2019 Fifth International Conference on Image Information Processing (ICIIP), vol. 9, pp. 326\u2013331 (2019)","DOI":"10.1109\/ICIIP47207.2019.8985687"},{"key":"11_CR8","unstructured":"AWS Homepage. http:\/\/www.aws.amazon.com\/vi\/. Accessed 30 June 2022"},{"key":"11_CR9","doi-asserted-by":"crossref","unstructured":"W\u00e4ldchen, J., M\u00e4der, P.: Machine learning for image-based species identification. Methods Ecol. Evol. 9 (2018)","DOI":"10.1111\/2041-210X.13075"},{"key":"11_CR10","doi-asserted-by":"crossref","unstructured":"Wen, L., Li, X., Gao, L.: A new transfer learning based on VGG-19 network for fault diagnosis. In: 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 205\u2013209 (2019)","DOI":"10.1109\/CSCWD.2019.8791884"},{"key":"11_CR11","unstructured":"https:\/\/viblo.asia\/p\/gioi-thieu-mang-resnet-vyDZOa7R5wj (2020)"},{"key":"11_CR12","unstructured":"iq.opengenus.org. https:\/\/iq.opengenus.org\/inception-v3-model-architecture\/. Accessed 20 June 2022"},{"key":"11_CR13","unstructured":"Xia, X., Xu, C., Nan B.: Inception-v3 for flower classification. In: 2017 2nd International Conference on Image, Vision and Computing (ICIVC), pp. 783\u2013787 (2017)"},{"key":"11_CR14","doi-asserted-by":"publisher","first-page":"146533","DOI":"10.1109\/ACCESS.2019.2946000","volume":"7","author":"C Wang","year":"2019","unstructured":"Wang, C., et al.: Pulmonary image classification based on inception-v3 transfer learning model. IEEE Access 7, 146533\u2013146541 (2019)","journal-title":"IEEE Access"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Nature of Computation and Communication"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-28790-9_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,23]],"date-time":"2023-03-23T15:18:47Z","timestamp":1679584727000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-28790-9_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031287893","9783031287909"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-28790-9_11","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"24 March 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICTCC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Nature of Computation and Communication","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vinh Long","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vietnam","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 October 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 October 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ictcc2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ictcc.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes Confy+","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"32","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"11","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"34% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}