{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,3]],"date-time":"2025-11-03T22:57:22Z","timestamp":1762210642348,"version":"3.28.0"},"reference-count":24,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010,11]]},"DOI":"10.1109\/isda.2010.5687214","type":"proceedings-article","created":{"date-parts":[[2011,1,13]],"date-time":"2011-01-13T16:33:25Z","timestamp":1294936405000},"page":"501-506","source":"Crossref","is-referenced-by-count":14,"title":["A preliminary study on overlapping and data fracture in imbalanced domains by means of Genetic Programming-based feature extraction"],"prefix":"10.1109","author":[{"given":"Jose G.","family":"Moreno-Torres","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francisco","family":"Herrera","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"year":"1991","author":"pawlak","article-title":"Rough Sets. Theoretical Aspects of Reasoning about Data","key":"ref10"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.1016\/S0031-3203(02)00257-1"},{"year":"1993","author":"quinlan","article-title":"C4.5: programs for machine learning","key":"ref12"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.1145\/1007730.1007735"},{"key":"ref14","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":"Journal of Artificial Intelligence Research"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1142\/S021821300600262X"},{"key":"ref16","first-page":"307","article-title":"Keel: A software tool to assess evolutionary algorithms for data mining problems","volume":"13","author":"alcal\u00e1-fdez","year":"2009","journal-title":"Soft Computing - A Fusion of Foundations Methodologies and Applications"},{"key":"ref17","article-title":"KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework","author":"alcal\u00e1-fdez","year":"2010","journal-title":"Journal of Multiple-Valued Logic and Soft Computing"},{"year":"2007","author":"asuncion","article-title":"UCI machine learning repository","key":"ref18"},{"key":"ref19","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"dem\u0161ar","year":"2006","journal-title":"Journal of Machine Learning Research"},{"key":"ref4","first-page":"220","article-title":"Overlap versus Imbalance","author":"denil","year":"2010","journal-title":"Canadian Conference on AI"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1007\/s10044-007-0087-5"},{"year":"2009","author":"qui\u00f1onero candela","article-title":"Dataset Shift in Machine Learning","key":"ref6"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1007\/978-3-540-68825-9_2"},{"key":"ref8","article-title":"Repairing Fractures between Data using Genetic Programming-based Feature Extraction: A Case Study in Cancer Diagnosis","author":"moreno-torres","year":"2010","journal-title":"Information Sciences"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1007\/s10115-008-0139-1"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1142\/S0218001409007326"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1109\/TKDE.2008.239"},{"year":"1992","author":"koza","article-title":"Genetic Programming: On the Programming of Computers by Means of Natural Selection","key":"ref9"},{"key":"ref20","first-page":"2677","article-title":"An Extension on ‘Statistical Comparisons of Classifiers over Multiple Data Sets’ for all Pairwise Comparisons","volume":"9","author":"garc\u00eda","year":"2008","journal-title":"Journal of Machine Learning Research"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1016\/j.ins.2009.12.010"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"959","DOI":"10.1007\/s00500-008-0392-y","article-title":"A study of statistical techniques and performance measures for Genetics-Based Machine Learning: Accuracy and Interpretability","volume":"13","author":"garc\u00eda","year":"2009","journal-title":"Soft Computing"},{"year":"2007","author":"sheskin","article-title":"Handbook of Parametric and Nonparametric Statistical Procedures (4th Edition)","key":"ref24"},{"doi-asserted-by":"publisher","key":"ref23","DOI":"10.2307\/3001968"}],"event":{"name":"2010 10th International Conference on Intelligent Systems Design and Applications (ISDA)","start":{"date-parts":[[2010,11,29]]},"location":"Cairo, Egypt","end":{"date-parts":[[2010,12,1]]}},"container-title":["2010 10th International Conference on Intelligent Systems Design and Applications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5681599\/5687016\/05687214.pdf?arnumber=5687214","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,7]],"date-time":"2019-06-07T16:45:45Z","timestamp":1559925945000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5687214\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,11]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/isda.2010.5687214","relation":{},"subject":[],"published":{"date-parts":[[2010,11]]}}}