{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T23:55:56Z","timestamp":1725839756717},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319261805"},{"type":"electronic","value":"9783319261812"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-26181-2_15","type":"book-chapter","created":{"date-parts":[[2015,11,28]],"date-time":"2015-11-28T09:25:12Z","timestamp":1448702712000},"page":"160-167","source":"Crossref","is-referenced-by-count":5,"title":["Imbalanced Extreme Learning Machine Based on Probability Density Estimation"],"prefix":"10.1007","author":[{"given":"J\u00fc","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hualong","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xibei","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Zuo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,11,29]]},"reference":[{"key":"15_CR1","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1109\/TSMCB.2011.2168604","volume":"42","author":"GB Huang","year":"2012","unstructured":"Huang, G.B., Zhou, H., Ding, X., Zhang, R.: Extreme learning machine for regression and multiclass classification. IEEE Trans. Syst. Man Cybern. Part B Cybern. 42, 513\u2013529 (2012)","journal-title":"IEEE Trans. Syst. Man Cybern. Part B Cybern."},{"key":"15_CR2","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/j.neunet.2014.10.001","volume":"61","author":"G Huang","year":"2015","unstructured":"Huang, G., Huang, G.B., Song, S., You, K.: Trends in extreme learning machine: a review. Neural Netw. 61, 32\u201348 (2015)","journal-title":"Neural Netw."},{"key":"15_CR3","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1016\/j.neucom.2012.08.010","volume":"101","author":"W Zong","year":"2013","unstructured":"Zong, W., Huang, G.B., Chen, Y.: Weighted extreme learning machine for imbalance learning. Neurocomputing 101, 229\u2013242 (2013)","journal-title":"Neurocomputing"},{"key":"15_CR4","doi-asserted-by":"publisher","first-page":"448","DOI":"10.1049\/el.2012.3642","volume":"49","author":"WB Zhang","year":"2013","unstructured":"Zhang, W.B., Ji, H.B.: Fuzzy extreme learning machine for classification. IET Electron. Lett. 49, 448\u2013450 (2013)","journal-title":"IET Electron. Lett."},{"key":"15_CR5","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1016\/j.neucom.2012.11.056","volume":"128","author":"CM Vong","year":"2014","unstructured":"Vong, C.M., Ip, W.F., Wong, P.K., Chiu, C.C.: Predicting minority class for suspended particulate matters level by extreme learning machine. Neurocomputing 128, 136\u2013144 (2014)","journal-title":"Neurocomputing"},{"key":"15_CR6","doi-asserted-by":"publisher","first-page":"214","DOI":"10.1016\/j.knosys.2012.11.003","volume":"39","author":"SJ Sun","year":"2013","unstructured":"Sun, S.J., Chang, C., Hsu, M.F.: Multiple extreme learning machines for a two-class imbalance corporate life cycle prediction. Knowl. Based Syst. 39, 214\u2013223 (2013)","journal-title":"Knowl. Based Syst."},{"key":"15_CR7","doi-asserted-by":"publisher","first-page":"1263","DOI":"10.1109\/TKDE.2008.239","volume":"21","author":"H He","year":"2009","unstructured":"He, H., Garcia, E.A.: Learning from imbalanced data. IEEE Trans. Knowl. Data Eng. 21, 1263\u20131284 (2009)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"15_CR8","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"DE Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning representations by back-propagation errors. Nature 323, 533\u2013536 (1986)","journal-title":"Nature"},{"key":"15_CR9","doi-asserted-by":"publisher","first-page":"296","DOI":"10.1109\/72.80266","volume":"1","author":"DW Ruck","year":"1990","unstructured":"Ruck, D.W., Rogers, S.K., Kabrisky, M., Oxley, M.E., Suter, B.W.: The multilayer perceptron as an approximation to a Bayes optimal discriminant function. IEEE Trans. Neural Netw. 1, 296\u2013298 (1990)","journal-title":"IEEE Trans. Neural Netw."},{"key":"15_CR10","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1109\/72.80269","volume":"1","author":"EA Wan","year":"1990","unstructured":"Wan, E.A.: Neural network classification: a Bayesian interpretation. IEEE Trans. Neural Netw. 1, 303\u2013305 (1990)","journal-title":"IEEE Trans. Neural Netw."},{"key":"15_CR11","doi-asserted-by":"publisher","first-page":"1065","DOI":"10.1214\/aoms\/1177704472","volume":"33","author":"E Parzen","year":"1962","unstructured":"Parzen, E.: On estimation of a probability density function and mode. Ann. Math. Stat. 33, 1065\u20131076 (1962)","journal-title":"Ann. Math. Stat."},{"key":"15_CR12","first-page":"255","volume":"17","author":"J Alcal\u00e1-Fdez","year":"2011","unstructured":"Alcal\u00e1-Fdez, J., Fernandez, A., Luengo, J., Derrac, J., Garc\u00eda, S., S\u00e1nchez, L., Herrera, F.: KEEL data-mining software tool: data set repository, integration of algorithms and experimental analysis framework. J. Multiple-Valued Logic Soft Comput. 17, 255\u2013287 (2011)","journal-title":"J. Multiple-Valued Logic Soft Comput."}],"container-title":["Lecture Notes in Computer Science","Multi-disciplinary Trends in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-26181-2_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,31]],"date-time":"2019-05-31T18:47:49Z","timestamp":1559328469000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-26181-2_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319261805","9783319261812"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-26181-2_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]}}}