{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,20]],"date-time":"2026-07-20T10:27:04Z","timestamp":1784543224547,"version":"3.55.0"},"reference-count":24,"publisher":"Springer Science and Business Media LLC","issue":"S3","license":[{"start":{"date-parts":[[2018,1,17]],"date-time":"2018-01-17T00:00:00Z","timestamp":1516147200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61772087"],"award-info":[{"award-number":["61772087"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61702052"],"award-info":[{"award-number":["61702052"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Science and Technology Service Platform of Hunan Province","award":["2012TP1001"],"award-info":[{"award-number":["2012TP1001"]}]},{"name":"the Open Research Fund of Hunan Provincial Key Laboratory of Intelligent Processing of Big Data on Transportation","award":["2015TP1005"],"award-info":[{"award-number":["2015TP1005"]}]},{"name":"the Changsha Science and Technology Planning","award":["KQ1703018"],"award-info":[{"award-number":["KQ1703018"]}]},{"name":"the Research Foundation of Education Bureau of Hunan Province","award":["12C0010"],"award-info":[{"award-number":["12C0010"]}]},{"name":"the Research Foundation of Education Bureau of Hunan Province","award":["17A007"],"award-info":[{"award-number":["17A007"]}]},{"name":"the ZOOMLION Intelligent Technology Limited Company","award":["2017zkhx130"],"award-info":[{"award-number":["2017zkhx130"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2019,5]]},"DOI":"10.1007\/s10586-018-1772-4","type":"journal-article","created":{"date-parts":[[2018,1,17]],"date-time":"2018-01-17T09:21:05Z","timestamp":1516180865000},"page":"7435-7445","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":135,"title":["A novel online incremental and decremental learning algorithm based on variable support vector machine"],"prefix":"10.1007","volume":"22","author":[{"given":"Yuantao","family":"Chen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jie","family":"Xiong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weihong","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jingwen","family":"Zuo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,1,17]]},"reference":[{"issue":"8","key":"1772_CR1","doi-asserted-by":"publisher","first-page":"883","DOI":"10.1109\/34.709619","volume":"20","author":"J Ratsaby","year":"1998","unstructured":"Ratsaby, J.: Incremental learning with sample queries. IEEE Trans. Pattern Anal. Mach. Intell. 20(8), 883\u2013888 (1998)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1772_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2013\/925341","volume":"2013","author":"Yuantao Chen","year":"2013","unstructured":"Chen, Y.T., Xu, W,H., Kuang, F.J. et al.: The research and application of visual saliency and adaptive support vector machine in target tracking field. Comput. Math. Methods Med. 2013, 8 (2013). Article ID 925341, https:\/\/doi.org\/10.1155\/2013\/925341","journal-title":"Computational and Mathematical Methods in Medicine"},{"key":"1772_CR3","doi-asserted-by":"crossref","unstructured":"Syed, N.A., Liu, H., Sung, K.K.: Incremental learning with support vector machines. In: Proceedings of International Joint Conference on Artificial Intelligence (IJCAI-99) (1999)","DOI":"10.1145\/312129.312267"},{"key":"1772_CR4","unstructured":"Cauwenberghs, G., Paggio, T.: Incremental and decremental support vector machine learning. In: Proceedings of Advanced Neural Information Processing, MIT Press (2001)"},{"key":"1772_CR5","doi-asserted-by":"publisher","first-page":"322","DOI":"10.1007\/3-540-44668-0_46","volume-title":"Artificial Neural Networks \u2014 ICANN 2001","author":"Liva Ralaivola","year":"2001","unstructured":"Ralaivola, L., D\u2019Alche-Buc, F.: Inremental support vector machine learning: a local approach. In: Proceedings of International Conference on Artificial Neural Networks, ICANN\u20192001, Vienne, Autriche (2001)"},{"key":"1772_CR6","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1007\/BF01585171","volume":"62","author":"OL Mangasarian","year":"1993","unstructured":"Mangasarian, O.L., Solodov, M.V.: Nonlinear complementarity as unconstrained and constrained minimization. Math. Progr. Ser. B 62, 277\u2013297 (1993)","journal-title":"Math. Progr. Ser. B"},{"key":"1772_CR7","doi-asserted-by":"crossref","unstructured":"Mangasarian, O.L., Musicant, D.R.: Active support vector machines classification. In: Advances in Neural Information Processing Systems (NIPS 2000) (2000)","DOI":"10.7551\/mitpress\/1113.003.0012"},{"key":"1772_CR8","doi-asserted-by":"publisher","first-page":"1032","DOI":"10.1109\/72.788643","volume":"10","author":"OL Mangasarian","year":"1999","unstructured":"Mangasarian, O.L., Musicant, D.R.: Successive overrelaxation for support vector machines. IEEE Trans. Neural Netw. 10, 1032\u20131037 (1999)","journal-title":"IEEE Trans. Neural Netw."},{"issue":"8","key":"1772_CR9","doi-asserted-by":"publisher","first-page":"1816","DOI":"10.1109\/TNNLS.2014.2357036","volume":"26","author":"HP Liu","year":"2015","unstructured":"Liu, H.P., Liu, Y.P., Sun, F.C.: Robust exemplar extraction using structured sparse coding. IEEE Trans. Neural Netw. Learn. Syst. 26(8), 1816\u20131821 (2015)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"issue":"1","key":"1772_CR10","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1504\/IJSNET.2016.074280","volume":"20","author":"YC Zhou","year":"2016","unstructured":"Zhou, Y.C., Wang, X.H., Wang, T., Liu, B.Y., Sun, W.X.: Fault-tolerant multi-path routing protocol for WSN based on HEED. Int. J. Sens. Netw. 20(1), 37\u201344 (2016)","journal-title":"Int. J. Sens. Netw."},{"issue":"1","key":"1772_CR11","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1109\/TIM.2016.2618978","volume":"66","author":"HP Liu","year":"2017","unstructured":"Liu, H.P., Sun, F.C., Fang, B., Zhang, X.Y.: Robotic room-level localization using multiple sets of sonar measurements. IEEE Trans. Instrum. Meas. 66(1), 2\u201313 (2017)","journal-title":"IEEE Trans. Instrum. Meas."},{"issue":"3","key":"1772_CR12","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1504\/IJSNET.2014.063894","volume":"15","author":"YC Zhou","year":"2014","unstructured":"Zhou, Y.C., Wang, T., Wang, Y.F.: A novel WSN key pre-distribution scheme based on group-deployment. Int. J. Sens. Netw. 15(3), 143\u2013148 (2014)","journal-title":"Int. J. Sens. Netw."},{"issue":"3","key":"1772_CR13","doi-asserted-by":"publisher","first-page":"656","DOI":"10.1109\/TIM.2016.2514779","volume":"65","author":"HP Liu","year":"2016","unstructured":"Liu, H.P., Guo, D., Sun, F.C.: Object recognition using tactile measurements: kernel sparse coding methods. IEEE Trans. Instrum. Meas. 65(3), 656\u2013665 (2016)","journal-title":"IEEE Trans. Instrum. Meas."},{"issue":"1","key":"1772_CR14","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1016\/j.neucom.2011.09.005","volume":"77","author":"QF Cai","year":"2012","unstructured":"Cai, Q.F., Hao, Z.F., Yang, X.W.: Gaussian kernel-based fuzzy inference systems for high dimensional regression. Neurocomputing 77(1), 197\u2013204 (2012)","journal-title":"Neurocomputing"},{"issue":"2","key":"1772_CR15","first-page":"307","volume":"77","author":"XW Yang","year":"2012","unstructured":"Yang, X.W., Yu, Q.Z., He, L.F.: The one-against-all partition based binary tree support vector machine algorithms for multi-class classification. Neurocomputing 77(2), 307\u2013314 (2012)","journal-title":"Neurocomputing"},{"issue":"3","key":"1772_CR16","first-page":"507","volume":"77","author":"LF He","year":"2012","unstructured":"He, L.F., Hao, Z.F., Yang, X.W., Xiao, F.Z., Lv, H.R.: An optimal grid-clustering based decision tree support vector machine algorithm for large-scale classification problems. Neurocomputing 77(3), 507\u2013514 (2012)","journal-title":"Neurocomputing"},{"issue":"1","key":"1772_CR17","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1011215321374","volume":"20","author":"YJ Lee","year":"2000","unstructured":"Lee, Y.J., Mangasarian, O.L.: SSVM: a smooth support vector machines for classification. Comput. Optim. Appl. 20(1), 5\u201322 (2000)","journal-title":"Comput. Optim. Appl."},{"key":"1772_CR18","unstructured":"Standard pattern classification library. http:\/\/ida.first.gmd.de\/raetsch\/data\/benchmarks.htm"},{"key":"1772_CR19","unstructured":"Machine learning database. http:\/\/www.ics.uci.edu"},{"issue":"10","key":"1772_CR20","doi-asserted-by":"publisher","first-page":"1295","DOI":"10.1016\/j.visres.2008.09.007","volume":"49","author":"L Itti","year":"2009","unstructured":"Itti, L., Baldi, P.: Bayesian surprise attracts human attention. Vis. Res. 49(10), 1295\u20131306 (2009)","journal-title":"Vis. Res."},{"issue":"3","key":"1772_CR21","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1038\/35058500","volume":"2","author":"L Itti","year":"2001","unstructured":"Itti, L., Kouch, C.: Computational modeling of visual attention. Nat. Rev. Neurosci. 2(3), 194\u2013230 (2001)","journal-title":"Nat. Rev. Neurosci."},{"key":"1772_CR22","doi-asserted-by":"crossref","unstructured":"Judd, T., Ehinger, K., Durand, F. et al.: Learning to predict where humans look. In: Proceedings of IEEE International Conference on Computer Vision, pp. 230\u2013242 (2009)","DOI":"10.1109\/ICCV.2009.5459462"},{"issue":"1","key":"1772_CR23","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1109\/TPAMI.2011.146","volume":"34","author":"XD Hou","year":"2012","unstructured":"Hou, X.D., Harel, J., Koch, C.: Image signature: highlighting sparse salient regions. IEEE Trans. Pattern Anal. Mach. Intell. 34(1), 194\u2013201 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"1772_CR24","unstructured":"Stan Birchfield\u2019s datasets in Stanford University. http:\/\/vision.stanford.edu\/~birch\/headtracker\/"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-018-1772-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-018-1772-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-018-1772-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T15:08:30Z","timestamp":1719760110000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-018-1772-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1,17]]},"references-count":24,"journal-issue":{"issue":"S3","published-print":{"date-parts":[[2019,5]]}},"alternative-id":["1772"],"URL":"https:\/\/doi.org\/10.1007\/s10586-018-1772-4","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"value":"1386-7857","type":"print"},{"value":"1573-7543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1,17]]},"assertion":[{"value":"25 October 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 December 2017","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 January 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 January 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}