{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T20:35:19Z","timestamp":1761597319501,"version":"3.28.0"},"reference-count":14,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011,11]]},"DOI":"10.1109\/isda.2011.6121689","type":"proceedings-article","created":{"date-parts":[[2012,1,6]],"date-time":"2012-01-06T21:43:43Z","timestamp":1325886223000},"page":"402-407","source":"Crossref","is-referenced-by-count":8,"title":["Novel resampling method for the classification of imbalanced datasets for industrial and other real-world problems"],"prefix":"10.1109","author":[{"given":"Silvia","family":"Cateni","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valentina","family":"Colla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Vannucci","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"journal-title":"Classification and Regression Trees","year":"1984","author":"breiman","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.87.23.9193"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2003.811290"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/72.363426"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/IRI.2008.4583030"},{"key":"ref3","article-title":"The class imbalance problem: significance and strategies","author":"japkowicz","year":"2000","journal-title":"Proceedings of the 2000 Int Conf on artificial intelligence (IC-AI&#x2019; 2000) special track on inductive learning"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1613\/jair.953","article-title":"SMOTE: synthetic minority over-sampling technique","volume":"16","author":"chawla","year":"2002","journal-title":"J of Artificial Intelligence Research"},{"key":"ref5","article-title":"C4.5 and imbalanced data sets: investigating the effect of sampling method, probabilistic estimate, and decision tree structure","author":"chawla","year":"2003","journal-title":"Workshop on Learning from Imbalanced Datasets II ICML"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/WKDD.2010.48"},{"key":"ref7","first-page":"22","article-title":"Combination approach of SMOTE and biased-SVM for imbalanced datasets","author":"he-yong","year":"2008","journal-title":"Proc of the IEEE Int Joint Conf on Neural Networks IJCNN 2008"},{"key":"ref2","article-title":"A multiple resampling method for learning from imbalanced dataset","volume":"20","author":"estabrooks","year":"2004","journal-title":"Computational Intel-ligence"},{"article-title":"A combination scheme for inductive learning from imbalanced datasets","year":"2000","author":"estabrooks","key":"ref1"},{"key":"ref9","article-title":"A Method to Point Out Anomalous Input-Output Patterns in a Database for Training Neuro-Furzy System with a Supervised Learning Rule","author":"matarese","year":"2009","journal-title":"Proc Of 9th Int Conf on Intelligent Systems Design and Applications ISDA&#x2019;09"}],"event":{"name":"2011 11th International Conference on Intelligent Systems Design and Applications (ISDA)","start":{"date-parts":[[2011,11,22]]},"location":"Cordoba, Spain","end":{"date-parts":[[2011,11,24]]}},"container-title":["2011 11th International Conference on Intelligent Systems Design and Applications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/6112291\/6121619\/06121689.pdf?arnumber=6121689","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,22]],"date-time":"2019-06-22T05:44:02Z","timestamp":1561182242000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6121689\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,11]]},"references-count":14,"URL":"https:\/\/doi.org\/10.1109\/isda.2011.6121689","relation":{},"subject":[],"published":{"date-parts":[[2011,11]]}}}