{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T09:18:58Z","timestamp":1743067138838,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031777370"},{"type":"electronic","value":"9783031777387"}],"license":[{"start":{"date-parts":[[2024,11,14]],"date-time":"2024-11-14T00:00:00Z","timestamp":1731542400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,11,14]],"date-time":"2024-11-14T00:00:00Z","timestamp":1731542400000},"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":[[2025]]},"DOI":"10.1007\/978-3-031-77738-7_29","type":"book-chapter","created":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T16:40:39Z","timestamp":1732034439000},"page":"349-360","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Exploring Data Symbion EI Deep Learning and\u00a0Model Sharing Modules"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-1949-9284","authenticated-orcid":false,"given":"Rafael","family":"Huszcza","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5335-166X","authenticated-orcid":false,"given":"Amanda","family":"Mendes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-9113-3921","authenticated-orcid":false,"given":"Jeferson","family":"Lopes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1595-7676","authenticated-orcid":false,"given":"Eduardo N.","family":"Borges","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3776-0260","authenticated-orcid":false,"given":"Giancarlo","family":"Lucca","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7471-6907","authenticated-orcid":false,"given":"Pablo D. B.","family":"Guilherme","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6055-8063","authenticated-orcid":false,"given":"Leandro A.","family":"Pereira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,11,14]]},"reference":[{"key":"29_CR1","doi-asserted-by":"publisher","unstructured":"Al Aghbari, Z.: Mining big data - challenges and opportunities. In: Proceedings of the 17th International Conference on Enterprise Information Systems - Volume 2: ICEIS, pp. 379\u2013384. INSTICC, SciTePress (2015). https:\/\/doi.org\/10.5220\/0005463803790384","DOI":"10.5220\/0005463803790384"},{"key":"29_CR2","unstructured":"Breiman, L., Friedman, J., Olshen, R., Stone, C.: Classification and Regression Trees. Chapman and Hall (Wadsworth and Inc.) (1984)"},{"issue":"3","key":"29_CR3","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1007\/BF00994018","volume":"20","author":"C Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.: Support-vector networks. Mach. Learn. 20(3), 273\u2013297 (1995)","journal-title":"Mach. Learn."},{"key":"29_CR4","unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, 2nd edn. Wiley-Interscience (2000)"},{"key":"29_CR5","unstructured":"Goodfellow, I., Bengio, Y., Courville, A.: Deep Learning. MIT Press, Cambridge (2016)"},{"key":"29_CR6","doi-asserted-by":"crossref","unstructured":"Hachicha\u00a0Belghith, E., Rioult, F., Bouzidi, M.: Acoustic diversity classification using machine learning techniques: towards automated marine big data analysis. Int. J. Artif. Intell. Tools 29(3n04), 2060011 (2020)","DOI":"10.1142\/S0218213020600118"},{"key":"29_CR7","doi-asserted-by":"publisher","unstructured":"Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H.: The weka data mining software: an update. SIGKDD Explor. Newsl. 11(1), 10\u201318 (2009). https:\/\/doi.org\/10.1145\/1656274.1656278","DOI":"10.1145\/1656274.1656278"},{"key":"29_CR8","doi-asserted-by":"publisher","unstructured":"Hastie, T., Tibshirani, R., Friedman, J.: The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer, New York (2009). https:\/\/doi.org\/10.1007\/978-0-387-84858-7","DOI":"10.1007\/978-0-387-84858-7"},{"key":"29_CR9","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 770\u2013778 (2016)","DOI":"10.1109\/CVPR.2016.90"},{"issue":"8","key":"29_CR10","first-page":"832","volume":"17","author":"TK Ho","year":"1995","unstructured":"Ho, T.K.: Random decision forests. IEEE Trans. Pattern Anal. Mach. Intell. 17(8), 832\u2013844 (1995)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"29_CR11","doi-asserted-by":"crossref","unstructured":"Hofmann, M., Klinkenberg, R.: RapidMiner: Data Mining Use Cases and Business Analytics Applications. CRC Press (2016)","DOI":"10.1201\/b16023"},{"key":"29_CR12","doi-asserted-by":"crossref","unstructured":"Howard, A., et\u00a0al.: Searching for mobilenetv3. In: Proceedings of the IEEE\/CVF International Conference on Computer Vision, pp. 1314\u20131324 (2019)","DOI":"10.1109\/ICCV.2019.00140"},{"key":"29_CR13","unstructured":"Hugging Face: Hugging face - the AI community building the future (2023). https:\/\/huggingface.co\/"},{"issue":"2","key":"29_CR14","first-page":"374","volume":"64","author":"SS Kadam","year":"2020","unstructured":"Kadam, S.S., Adamuthe, A.C., Patil, A.B.: CNN model for image classification on MNIST and fashion-MNIST dataset. J. Sci. Res. 64(2), 374\u2013384 (2020)","journal-title":"J. Sci. Res."},{"key":"29_CR15","unstructured":"Kaggle: Kaggle: Your machine learning and data science community (2023). https:\/\/kaggle.com"},{"key":"29_CR16","unstructured":"Rocha, R.P.D., et al.: An\u00e1lise dos sistemas dspace e dataverse para reposit\u00f3rios de dados de pesquisa com acesso aberto. Revista Brasileira de Biblioteconomia e Documenta\u00e7\u00e3o. S\u00e3o Paulo 17, 1\u201325 (2021)"},{"key":"29_CR17","unstructured":"Russell, S.J., Norvig, P.: Artificial Intelligence: A Modern Approach, 3 edn. Pearson (2009)"},{"key":"29_CR18","volume-title":"Introduction to Data Mining","author":"PN Tan","year":"2005","unstructured":"Tan, P.N., Steinbach, M., Kumar, V.: Introduction to Data Mining, 1st edn. Addison-Wesley Longman Publishing Co., Inc., Boston (2005)","edition":"1"},{"key":"29_CR19","doi-asserted-by":"crossref","unstructured":"Weisberg, S.: Applied Linear Regression, vol.\u00a0528. Wiley (2005)","DOI":"10.1002\/0471704091"},{"issue":"6","key":"29_CR20","doi-asserted-by":"publisher","first-page":"1231","DOI":"10.1016\/j.ijinfomgt.2016.07.009","volume":"36","author":"I Yaqoob","year":"2016","unstructured":"Yaqoob, I., et al.: Big data: from beginning to future. Int. J. Inf. Manage. 36(6), 1231\u20131247 (2016)","journal-title":"Int. J. Inf. Manage."}],"container-title":["Lecture Notes in Computer Science","Intelligent Data Engineering and Automated Learning \u2013 IDEAL 2024"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-77738-7_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,19]],"date-time":"2024-11-19T16:50:29Z","timestamp":1732035029000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-77738-7_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,14]]},"ISBN":["9783031777370","9783031777387"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-77738-7_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024,11,14]]},"assertion":[{"value":"14 November 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IDEAL","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Data Engineering and Automated Learning","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Valencia","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 November 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 November 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ideal2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}