{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,29]],"date-time":"2026-03-29T17:12:37Z","timestamp":1774804357758,"version":"3.50.1"},"reference-count":18,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2012,1,5]],"date-time":"2012-01-05T00:00:00Z","timestamp":1325721600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2013,4]]},"DOI":"10.1007\/s00521-011-0793-1","type":"journal-article","created":{"date-parts":[[2012,1,4]],"date-time":"2012-01-04T17:33:30Z","timestamp":1325698410000},"page":"1023-1035","source":"Crossref","is-referenced-by-count":72,"title":["An online incremental learning support vector machine for large-scale data"],"prefix":"10.1007","volume":"22","author":[{"given":"Jun","family":"Zheng","sequence":"first","affiliation":[]},{"given":"Furao","family":"Shen","sequence":"additional","affiliation":[]},{"given":"Hongjun","family":"Fan","sequence":"additional","affiliation":[]},{"given":"Jinxi","family":"Zhao","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2012,1,5]]},"reference":[{"key":"793_CR1","volume-title":"Statistical learning theory","author":"V Vapnik","year":"1998","unstructured":"Vapnik V (1998) Statistical learning theory. Wiley, Chichester"},{"key":"793_CR2","unstructured":"Langford J, Li L, Zhang T (2008) Sparse online learning via truncated gradient. In: Advances in neural information processing systems, p 21"},{"key":"793_CR3","doi-asserted-by":"crossref","first-page":"515","DOI":"10.1016\/S0950-7051(02)00038-2","volume":"15","author":"ZH Zhou","year":"2002","unstructured":"Zhou ZH, Chen ZQ (2002) Hybrid decisions tree. Knowl Based Syst 15:515\u2013528","journal-title":"Knowl Based Syst"},{"key":"793_CR4","doi-asserted-by":"crossref","unstructured":"Syed N, Liu H, Sung K (1999) Incremental learning with support vector machines. In: Proceedings of the workshop on support vector machines at the international joint conference on artificial intelligence (IJCAI-99), Stockholm, Sweden","DOI":"10.1145\/312129.312267"},{"key":"793_CR5","unstructured":"R\u00fcping S (2001) Incremental learning with support vector machines. In: First IEEE international conference on data mining (ICDM\u201901)"},{"key":"793_CR6","first-page":"1909","volume":"7","author":"P Laskov","year":"2006","unstructured":"Laskov P, Gehl C, Kr\u00fcger S, M\u00fcller K (2006) Incremental support vector learning: analysis implementation and applications. J Mach Learn Res 7:1909\u20131936","journal-title":"J Mach Learn Res"},{"key":"793_CR7","unstructured":"Schohn G, Cohn D (2000) Less is more: active learning with support vector machines. In: Proceedings of the international conference on machine learning"},{"key":"793_CR8","doi-asserted-by":"crossref","unstructured":"Yu H, Yang J, Han J (2003) Classifying large data sets using SVMs with hierarchical clusters. In: Proceedings of the ACM SIGKDD international conference on knowledge discovery and data mining, pp 306\u2013C331","DOI":"10.1145\/956750.956786"},{"key":"793_CR9","doi-asserted-by":"crossref","unstructured":"Boley D, Cao D (2004) Training support vector machine using adaptive clustering. In: 4th SIAM international conference on data mining, pp 126\u2013137","DOI":"10.1137\/1.9781611972740.12"},{"key":"793_CR10","first-page":"363","volume":"6","author":"IW Tsang","year":"2005","unstructured":"Tsang IW, Kwok JT, Cheung P-M (2005) Core vector machines: fast SVM training on very large data sets. J Mach Learn Res 6:363\u2013392","journal-title":"J Mach Learn Res"},{"key":"793_CR11","doi-asserted-by":"crossref","unstructured":"Tsang IW, Kocsor A, Kwok JT (2007) Simpler core vector machines with enclosing balls. In: 24th International conference on machine learning, pp 911\u2013918","DOI":"10.1145\/1273496.1273611"},{"key":"793_CR12","doi-asserted-by":"crossref","unstructured":"Li B, Chi M, Fan J, Xue X (2007) Support cluster machine. In: 24th International conference on machine learning, pp 505\u2013512","DOI":"10.1145\/1273496.1273560"},{"key":"793_CR13","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1016\/j.neunet.2005.05.001","volume":"19","author":"F Shen","year":"2006","unstructured":"Shen F, Hasegawa O (2006) An incremental network for on-line unsupervised classification and topology learning. Neural Netw 19:90\u2013106","journal-title":"Neural Netw"},{"key":"793_CR14","doi-asserted-by":"crossref","unstructured":"Shen F, Ogura T, Hasgeawa O (2007) An enhanced self-organizing incremental neural network for online unsupervised learning. Neural Netw 20:893\u2013903","DOI":"10.1016\/j.neunet.2007.07.008"},{"key":"793_CR15","doi-asserted-by":"crossref","unstructured":"Kohonen T (1990) Improved versions of learning vector quantization. In: IJCNN90, pp 545\u2013550","DOI":"10.1109\/IJCNN.1990.137622"},{"key":"793_CR16","doi-asserted-by":"crossref","unstructured":"Xu Y et al (2009) An online incremental learning vector quantization. In: PAKDD 2009, pp 1046\u20131053","DOI":"10.1007\/978-3-642-01307-2_112"},{"key":"793_CR17","doi-asserted-by":"crossref","unstructured":"Zhang H et al (2006) SVM-KNN: discriminative nearest neighbor classification for visual category recognition. In: CVPR06, pp 2126\u20132136","DOI":"10.1109\/CVPR.2006.301"},{"key":"793_CR18","unstructured":"Chang CC, Lin CJ (2001) LIBSVM: a library for support vector machines. http:\/\/www.csie.ntu.edu.tw\/cjlin\/libsvm"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-011-0793-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-011-0793-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-011-0793-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,21]],"date-time":"2019-06-21T23:48:54Z","timestamp":1561160934000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-011-0793-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,1,5]]},"references-count":18,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2013,4]]}},"alternative-id":["793"],"URL":"https:\/\/doi.org\/10.1007\/s00521-011-0793-1","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,1,5]]}}}