{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T08:04:47Z","timestamp":1769069087674,"version":"3.49.0"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,17]]},"DOI":"10.1109\/bigdata55660.2022.10020788","type":"proceedings-article","created":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T19:35:23Z","timestamp":1674761723000},"page":"271-280","source":"Crossref","is-referenced-by-count":5,"title":["Two-Stage Sampling: A Framework for Imbalanced Classification With Overlapped Classes"],"prefix":"10.1109","author":[{"given":"Neni Alya","family":"Firdausanti","sequence":"first","affiliation":[{"name":"Kumamoto University,Graduate School of Science and Technology,Kumamoto,Japan"}]},{"given":"Tirana Noor","family":"Fatyanosa","sequence":"additional","affiliation":[{"name":"Kumamoto University,Graduate School of Science and Technology,Kumamoto,Japan"}]},{"given":"Mahendra","family":"Data","sequence":"additional","affiliation":[{"name":"Kumamoto University,Graduate School of Science and Technology,Kumamoto,Japan"}]},{"given":"Israel","family":"Mendonca","sequence":"additional","affiliation":[{"name":"Kumamoto University,Faculty of Advanced Science and Technology,Kumamoto,Japan"}]},{"given":"Masayoshi","family":"Aritsugi","sequence":"additional","affiliation":[{"name":"Kumamoto University,Faculty of Advanced Science and Technology,Kumamoto,Japan"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2008.239"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/icctct.2018.8551020"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.12.017"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/11551188_41"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3556223.3556252"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.11.076"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-019-2771-0"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-019-01380-z"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13059-5_22"},{"issue":"2-3","key":"ref10","first-page":"255","article-title":"KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework","volume-title":"Journal of Multiple-Valued Logic and Soft Computing","volume":"17","author":"Alcal\u00e1-Fdez","year":"2011"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106631"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"issue":"5","key":"ref13","first-page":"429","article-title":"The class imbalance problem: A systematic study","volume-title":"Intelligent Data Analysis","volume":"6","author":"Japkowicz","year":"2002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/tsmc.1976.4309452"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/tsmc.1972.4309137"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1007730.1007735"},{"key":"ref17","first-page":"10","article-title":"Balancing training data for automated annotation of keywords: a case study","volume-title":"II Brazilian Workshop on Bioinformatics, December 3-5, 2003, Maca\u00e9, RJ, Brazil","author":"Batista"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.08.043"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-007-0087-5"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/11552253_3"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ijcnn.2008.4633969"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-011-0212-3"},{"key":"ref23","first-page":"2579","article-title":"Visualizing data using t-sne","volume-title":"Journal of Machine Learning Research","volume":"9","author":"Maaten","year":"2008"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10150-3"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3390\/s22093246"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/11538059_91"},{"key":"ref27","first-page":"1","article-title":"kNN Approach to Unbalanced Data Distributions: A Case Study Involving Information Extraction","volume-title":"Proceedings of workshop on learning from imbalanced datasets","volume":"126","author":"Zhang"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48229-6_9"}],"event":{"name":"2022 IEEE International Conference on Big Data (Big Data)","location":"Osaka, Japan","start":{"date-parts":[[2022,12,17]]},"end":{"date-parts":[[2022,12,20]]}},"container-title":["2022 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10020192\/10020156\/10020788.pdf?arnumber=10020788","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T07:43:46Z","timestamp":1707810226000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10020788\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,17]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/bigdata55660.2022.10020788","relation":{},"subject":[],"published":{"date-parts":[[2022,12,17]]}}}