{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,29]],"date-time":"2025-08-29T17:40:06Z","timestamp":1756489206775,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":12,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,5,24]],"date-time":"2024-05-24T00:00:00Z","timestamp":1716508800000},"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":[[2024,5,24]]},"DOI":"10.1145\/3674029.3674058","type":"proceedings-article","created":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T12:25:22Z","timestamp":1726057522000},"page":"175-180","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Chronic Diseases Prediction using two different pipelines TPOT and Genetic Algorithm based models: A Comparative analysis"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5683-2055","authenticated-orcid":false,"given":"Akansha","family":"Singh","sequence":"first","affiliation":[{"name":"University School of ICT, Guru Gobind Singh Indraprastha University, India"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-7786-4210","authenticated-orcid":false,"given":"Nupur","family":"Prakash","sequence":"additional","affiliation":[{"name":"Computer Science & Engineering, Northcap University, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6804-2758","authenticated-orcid":false,"given":"Anurag","family":"Jain","sequence":"additional","affiliation":[{"name":"University School of ICT, Guru Gobind Singh Indraprastha University, India"}]}],"member":"320","published-online":{"date-parts":[[2024,9,11]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"61","article-title":"Application of machine learning in predicting heart disease","volume":"5","author":"Selvakani S.","year":"2023","unstructured":"[1] S. Selvakani, K. Vasumathi, and V. Aadhiseshan, \u2018\u2018Application of machine learning in predicting heart disease,\u2019\u2019 Asian Basic Appl. Res. J., vol. 5, pp. 61\u201368, Apr. 2023Sam Anzaroot and Andrew McCallum. 2013. UMass Citation Field Extraction Dataset. Retrieved May 27, 2019 from http:\/\/www.iesl.cs.umass.edu\/data\/data-umasscitationfield","journal-title":"Asian Basic Appl. Res. J."},{"issue":"1","key":"e_1_3_2_1_2_1","first-page":"1","article-title":"\u2018Ensemble technique to predict heart disease using machine learning classifiers","volume":"13","author":"Chaurasia A.","year":"2023","unstructured":"[2] A. Chaurasia, \u2018\u2018Ensemble technique to predict heart disease using machine learning classifiers,\u2019\u2019 Netw. Biol., vol. 13, no. 1, p. 1, 2023.","journal-title":"Netw. Biol."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/324133.324140"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","unstructured":"[4] Bernardo Gois Francisco Nauber Joao Alexandre Lobo Marques and Simon James Fong. \"TPOT Automated Machine Learning Approach for Multiple Diagnostic Classification of Lung Radiography and Feature Extraction.\" In Computerized Systems for Diagnosis and Treatment of COVID-19 pp. 117-135. Cham: Springer International Publishing 2023.","DOI":"10.1007\/978-3-031-30788-1_8"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"[5] Moore Jason H. Pedro H. Ribeiro Nicholas Matsumoto and Anil K. Saini. \"Machine Learning\u2014Automated Machine Learning (AutoML) for Disease Prediction.\" Clinical Applications of Artificial Intelligence in Real-World Data (2023): 161-173.","DOI":"10.1007\/978-3-031-36678-9_10"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.103033"},{"key":"e_1_3_2_1_7_1","volume-title":"Hybrid stacked ensemble combined with genetic algorithms for diabetes prediction. Iran Journal of Computer Science, 5(3), 205-220","author":"B.","year":"2022","unstructured":"[7] Abdollahi, J., & Nouri-Moghaddam, B. (2022). Hybrid stacked ensemble combined with genetic algorithms for diabetes prediction. Iran Journal of Computer Science, 5(3), 205-220."},{"key":"e_1_3_2_1_8_1","volume-title":"A hybrid method for heart disease diagnosis utilizing feature selection-based ensemble classifier model generation. Iran Journal of Computer Science, 5(3), 229-246","author":"B.","year":"2022","unstructured":"[8] Abdollahi, J., & Nouri-Moghaddam, B. (2022). A hybrid method for heart disease diagnosis utilizing feature selection-based ensemble classifier model generation. Iran Journal of Computer Science, 5(3), 229-246."},{"key":"e_1_3_2_1_9_1","first-page":"1","volume-title":"Communication and Applied Informatics (ACCAI)","author":"Mary Rose","year":"2023","unstructured":"[9] Chittilappilly, Rose Mary, Sanjana Suresh, and Shanthini Shanmugam. \"A comparative analysis of optimizing medical insurance prediction using genetic algorithm and other machine learning algorithms.\" In 2023 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI), pp. 1-6. IEEE, 2023."},{"key":"e_1_3_2_1_10_1","volume-title":"Nov. 25","author":"Accessed WBCD.","year":"2023","unstructured":"[10] WBCD. Accessed: Nov. 25, 2023. [Online]. Available: https:\/\/www.kaggle.com\/datasets\/uciml\/breast-cancer-wisconsin-data."},{"key":"e_1_3_2_1_11_1","unstructured":"[11] COPD Patient Dataset Accessed: Nov. 25 2023. Available: https:\/\/www.kaggle.com\/datasets\/prakharrathi25\/copd-student-dataset."},{"key":"e_1_3_2_1_12_1","volume-title":"Nov. 25","author":"Dataset Diabetes Prediction","year":"2023","unstructured":"[12] Diabetes Prediction Dataset. Accessed: Nov. 25, 2023. [Online]. Available: https:\/\/data.world\/informatics-edu\/diabetes-prediction."}],"event":{"name":"ICMLT 2024: 2024 9th International Conference on Machine Learning Technologies","acronym":"ICMLT 2024","location":"Oslo Norway"},"container-title":["2024 9th International Conference on Machine Learning Technologies (ICMLT)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3674029.3674058","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3674029.3674058","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,29]],"date-time":"2025-08-29T17:04:04Z","timestamp":1756487044000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3674029.3674058"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,24]]},"references-count":12,"alternative-id":["10.1145\/3674029.3674058","10.1145\/3674029"],"URL":"https:\/\/doi.org\/10.1145\/3674029.3674058","relation":{},"subject":[],"published":{"date-parts":[[2024,5,24]]},"assertion":[{"value":"2024-09-11","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}