{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T16:41:38Z","timestamp":1781282498674,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,8,17]],"date-time":"2023-08-17T00:00:00Z","timestamp":1692230400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,8,17]]},"DOI":"10.1145\/3616131.3616135","type":"proceedings-article","created":{"date-parts":[[2023,10,2]],"date-time":"2023-10-02T22:12:37Z","timestamp":1696284757000},"page":"28-33","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Machine Learning for the Classification of Obesity Levels Based on Lifestyle Factors"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-4603-8139","authenticated-orcid":false,"given":"Tarek","family":"Khater","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, University of Sharjah, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3613-0910","authenticated-orcid":false,"given":"Hissam","family":"Tawfik","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, University of Sharjah, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9044-0418","authenticated-orcid":false,"given":"Balbir","family":"Singh","sequence":"additional","affiliation":[{"name":"School of Built Environment, Engineering and Computing, Leeds Beckett University, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,10,2]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102233"},{"key":"e_1_3_2_1_2_1","first-page":"535","volume-title":"20th International Conference, Amsterdam, The Netherlands, June 3\u20135, 2020, Proceedings, Part IV 20","author":"Singh B.","year":"2020","unstructured":"B. Singh and H. Tawfik , \u201c Machine learning approach for the early prediction of the risk of overweight and obesity in young people,\u201d in Computational Science\u2013ICCS 2020 : 20th International Conference, Amsterdam, The Netherlands, June 3\u20135, 2020, Proceedings, Part IV 20 . Springer , 2020 , pp. 523\u2013 535 . B. Singh and H. Tawfik, \u201cMachine learning approach for the early prediction of the risk of overweight and obesity in young people,\u201d in Computational Science\u2013ICCS 2020: 20th International Conference, Amsterdam, The Netherlands, June 3\u20135, 2020, Proceedings, Part IV 20. Springer, 2020, pp. 523\u2013535."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/DESSERT.2019.8770016"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11606-016-3968-8"},{"key":"e_1_3_2_1_5_1","volume-title":"Stanford university","author":"Manning Christopher","year":"2020","unstructured":"Christopher Manning , Artificial intelligence definitions , Stanford university , September 2020 . Christopher Manning, Artificial intelligence definitions, Stanford university, September 2020."},{"key":"e_1_3_2_1_6_1","volume-title":"Artificial intelligence a modern approach. Pearson Education","author":"Russell S. J.","year":"2010","unstructured":"S. J. Russell , Artificial intelligence a modern approach. Pearson Education , Inc ., 2010 . S. J. Russell, Artificial intelligence a modern approach. Pearson Education, Inc., 2010."},{"key":"e_1_3_2_1_7_1","volume-title":"Neural computing and applications","author":"Vellido","unstructured":"Vellido , \u201c The importance of interpretability and visualization in machine learning for applications in medicine and health care ,\u201d Neural computing and applications , vol. 32 , no. 24, pp. 18 069\u201318 083, 2020. Vellido, \u201cThe importance of interpretability and visualization in machine learning for applications in medicine and health care,\u201d Neural computing and applications, vol. 32, no. 24, pp. 18 069\u201318 083, 2020."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijin.2022.05.002"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.3844\/jcssp.2019.67.77"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA51294.2020.00177"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apnu.2020.09.007"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2019.00235"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/IEEM.2018.8607277"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2458-12-354"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-56991-8_28"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3506719"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.18178\/ijmlc.2016.6.2.581"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","first-page":"381","DOI":"10.21275\/ART20203995","article-title":"Machine learning algorithms-a review","volume":"9","author":"Mahesh B.","year":"2020","unstructured":"B. Mahesh , \u201c Machine learning algorithms-a review ,\u201d International Journal of Science and Research (IJSR).[Internet] , vol. 9 , pp. 381 \u2013 386 , 2020 . B. Mahesh, \u201cMachine learning algorithms-a review,\u201d International Journal of Science and Research (IJSR).[Internet], vol. 9, pp. 381\u2013386, 2020.","journal-title":"International Journal of Science and Research (IJSR).[Internet]"},{"key":"e_1_3_2_1_19_1","first-page":"6","volume-title":"On using extreme gradient boosting (xgboost) machine learning algorithm for home network traffic classification","author":"Cherif L.","year":"2019","unstructured":"L. Cherif and A. Kortebi , \u201c On using extreme gradient boosting (xgboost) machine learning algorithm for home network traffic classification ,\u201d in 2019 Wireless Days (WD). IEEE , 2019, pp. 1\u2013 6 . L. Cherif and A. Kortebi, \u201cOn using extreme gradient boosting (xgboost) machine learning algorithm for home network traffic classification,\u201d in 2019 Wireless Days (WD). IEEE, 2019, pp. 1\u20136."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40708-017-0065-7"},{"key":"e_1_3_2_1_21_1","first-page":"1","article-title":"Implementation of breiman's random forest machine learning algorithm","author":"Livingston F.","year":"2005","unstructured":"F. Livingston , \u201c Implementation of breiman's random forest machine learning algorithm ,\u201d ECE591Q Machine Learning Journal Paper , pp. 1 \u2013 13 , 2005 . F. Livingston, \u201cImplementation of breiman's random forest machine learning algorithm,\u201d ECE591Q Machine Learning Journal Paper, pp. 1\u201313, 2005.","journal-title":"ECE591Q Machine Learning Journal Paper"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-78503-5_6"}],"event":{"name":"ICCBDC 2023: 2023 7th International Conference on Cloud and Big Data Computing","location":"Manchester United Kingdom","acronym":"ICCBDC 2023"},"container-title":["Proceedings of the 2023 7th International Conference on Cloud and Big Data Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3616131.3616135","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3616131.3616135","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:36:30Z","timestamp":1750178190000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3616131.3616135"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,17]]},"references-count":22,"alternative-id":["10.1145\/3616131.3616135","10.1145\/3616131"],"URL":"https:\/\/doi.org\/10.1145\/3616131.3616135","relation":{},"subject":[],"published":{"date-parts":[[2023,8,17]]},"assertion":[{"value":"2023-10-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}