{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:24:26Z","timestamp":1750220666582,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,12,12]],"date-time":"2020-12-12T00:00:00Z","timestamp":1607731200000},"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":[[2020,12,12]]},"DOI":"10.1145\/3440943.3444727","type":"proceedings-article","created":{"date-parts":[[2021,9,28]],"date-time":"2021-09-28T06:24:55Z","timestamp":1632810295000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Efficient healthcare service based on Stacking Ensemble"],"prefix":"10.1145","author":[{"given":"Yunsang","family":"Joo","sequence":"first","affiliation":[{"name":"Department of Computer Engineering, Gachon University, Republic of Korea"}]},{"given":"Seungwon","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Gachon University, Republic of Korea"}]},{"given":"Hyoungju","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Chosun University, Republic of Korea"}]},{"given":"Pankoo","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Chosun University, Republic of Korea"}]},{"given":"Seongoun","family":"Hwang","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Gachon University, Republic of Korea"}]},{"given":"Chang","family":"Choi","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Gachon University, Republic of Korea"}]}],"member":"320","published-online":{"date-parts":[[2021,9,27]]},"reference":[{"issue":"9","key":"e_1_3_2_1_1_1","first-page":"85","article-title":"Artificial intelligence technology trends based on medical big data","volume":"37","author":"Lee Seunghee","year":"2020","journal-title":"Journal of the Korean Association of Telecommunications (Information and Communications)"},{"volume-title":"Park Jae-ho and Heo Ui-nam","year":"2018","author":"Ko Seungwan","key":"e_1_3_2_1_2_1"},{"volume-title":"Ha Heonseok and Yun Seong-ro","year":"2017","author":"Huang Uiwon","key":"e_1_3_2_1_3_1"},{"issue":"2","key":"e_1_3_2_1_4_1","first-page":"105","article-title":"Machine learning-based verification and policy suggestions of corporate default risk prediction model: Focused on improvements through the Stacking Ensemble model","volume":"26","author":"Uhm Haneul","year":"2020","journal-title":"Intelligence Information Research"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.5555\/648054.743935"},{"key":"e_1_3_2_1_6_1","first-page":"1","article-title":"A new ensemble learning technique with multiple stacking","author":"Lee Soo","year":"2020","journal-title":"Journal of the Korea Electronic Trade Association, 25(3) and"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/212094.212114"},{"key":"e_1_3_2_1_8_1","series-title":"Data Mining and Knowledge Discovery Series","volume-title":"Data Classification: Algorithms and Applications","author":"Tang J., S.","year":"2015"},{"issue":"438","key":"e_1_3_2_1_9_1","first-page":"548","article-title":"Improvements on cross-validation: the 632+ bootstrap method","volume":"92","author":"Efron B.","year":"1997","journal-title":"Journal of the American Statistical Association"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007607513941"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-31537-4_46"},{"key":"e_1_3_2_1_12_1","unstructured":"MLXTEND http:\/\/rasbt.github.io\/mlxtend\/  MLXTEND http:\/\/rasbt.github.io\/mlxtend\/"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"},{"volume-title":"Classification and regression by randomForest. R news, 2(3), 18--22","year":"2002","author":"Liaw A.","key":"e_1_3_2_1_14_1"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018628609742"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/3294996.3295074"},{"key":"e_1_3_2_1_17_1","unstructured":"Kaggle DataSets https:\/\/www.kaggle.com\/uciml\/breast-cancer-wisconsin-data  Kaggle DataSets https:\/\/www.kaggle.com\/uciml\/breast-cancer-wisconsin-data"},{"key":"e_1_3_2_1_18_1","unstructured":"Kaggle DataSets https:\/\/www.kaggle.com\/uciml\/pima-indians-diabetes-database  Kaggle DataSets https:\/\/www.kaggle.com\/uciml\/pima-indians-diabetes-database"},{"key":"e_1_3_2_1_19_1","unstructured":"Kaggle DataSets https:\/\/www.kaggle.com\/ronitf\/heart-disease-uci  Kaggle DataSets https:\/\/www.kaggle.com\/ronitf\/heart-disease-uci"},{"key":"e_1_3_2_1_20_1","unstructured":"Kaggle DataSets Kaggle DataSets https:\/\/www.kaggle.com\/datasets  Kaggle DataSets Kaggle DataSets https:\/\/www.kaggle.com\/datasets"},{"key":"e_1_3_2_1_21_1","unstructured":"UCI Repository https:\/\/archive.ics.uci.edu\/ml\/index.php  UCI Repository https:\/\/archive.ics.uci.edu\/ml\/index.php"},{"key":"e_1_3_2_1_22_1","unstructured":"Scikit-Learn https:\/\/scikit-learn.org\/stable\/  Scikit-Learn https:\/\/scikit-learn.org\/stable\/"}],"event":{"name":"ACM ICEA '20: 2020 ACM International Conference on Intelligent Computing and its Emerging Applications","sponsor":["SIGAPP ACM Special Interest Group on Applied Computing"],"location":"GangWon Republic of Korea","acronym":"ACM ICEA '20"},"container-title":["Proceedings of the 2020 ACM International Conference on Intelligent Computing and its Emerging Applications"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3440943.3444727","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3440943.3444727","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:02:51Z","timestamp":1750197771000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3440943.3444727"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,12]]},"references-count":22,"alternative-id":["10.1145\/3440943.3444727","10.1145\/3440943"],"URL":"https:\/\/doi.org\/10.1145\/3440943.3444727","relation":{},"subject":[],"published":{"date-parts":[[2020,12,12]]},"assertion":[{"value":"2021-09-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}