{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T19:55:44Z","timestamp":1725566144343},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540228417"},{"type":"electronic","value":"9783540286479"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-28647-9_43","type":"book-chapter","created":{"date-parts":[[2010,9,21]],"date-time":"2010-09-21T22:30:42Z","timestamp":1285108242000},"page":"252-257","source":"Crossref","is-referenced-by-count":1,"title":["A Learning Algorithm with Gaussian Regularizer for Kernel Neuron"],"prefix":"10.1007","author":[{"given":"Jianhua","family":"Xu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuegong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"43_CR1","volume-title":"Statistical Learning Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. Wiley, New York (1998)"},{"key":"43_CR2","volume-title":"The Nature of Statistical Learning Theory","author":"V.N. Vapnik","year":"1999","unstructured":"Vapnik, V.N.: The Nature of Statistical Learning Theory, 2nd edn. Springer, New York (1999)","edition":"2"},{"key":"43_CR3","volume-title":"Learning with Kernels - Support Vector Machines, Regularization, Optimization and Beyond","author":"B. Scholkopf","year":"2002","unstructured":"Scholkopf, B., Smola, A.J.: Learning with Kernels - Support Vector Machines, Regularization, Optimization and Beyond. MIT Press, Cambridge (2002)"},{"issue":"5","key":"43_CR4","doi-asserted-by":"publisher","first-page":"1299","DOI":"10.1162\/089976698300017467","volume":"10","author":"B. Scholkopf","year":"1998","unstructured":"Scholkopf, B., Smola, A., Muller, K.-R.: Nonlinear Component Analysis as a Kernel Eignvalue Problem. Neural Computation\u00a010(5), 1299\u20131319 (1998)","journal-title":"Neural Computation"},{"key":"43_CR5","first-page":"41","volume":"IX","author":"S. Mika","year":"1999","unstructured":"Mika, S., Ratsch, G., Weston, J., Scholkopf, B., Muller, K.-R.: Fisher Discriminant Analysis with Kernels. Neural Networks for Signal Processing\u00a0IX, 41\u201348 (1999)","journal-title":"Neural Networks for Signal Processing"},{"key":"43_CR6","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1023\/A:1018628609742","volume":"9","author":"J.A.K. Suykens","year":"1999","unstructured":"Suykens, J.A.K., Vandewalle, J.: Least Squares Support Vector Machines. Neural Processing Letters\u00a09, 293\u2013300 (1999)","journal-title":"Neural Processing Letters"},{"key":"43_CR7","first-page":"1480","volume-title":"Proceedings of 2001 International Joint Conference on Neural Networks","author":"J. Xu","year":"2001","unstructured":"Xu, J., Zhang, X., Li, Y.: Large Margin Kernel Pocket Algorithm. In: Proceedings of 2001 International Joint Conference on Neural Networks, pp. 1480\u20131485. IEEE Press, New York (2001)"},{"key":"43_CR8","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/BF02478259","volume":"5","author":"W.S. McCulloch","year":"1943","unstructured":"McCulloch, W.S., Pitts, W.: A Logical Calculus of the Ideas Immanent in Nervous Activity. Bulletin of Mathematical Biophysics\u00a05, 115\u2013131 (1943)","journal-title":"Bulletin of Mathematical Biophysics"},{"issue":"9","key":"43_CR9","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1038\/323533a0","volume":"323","author":"D.E. Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning Representations by Back- Propagating Errors. Nature\u00a0323(9), 533\u2013536 (1986)","journal-title":"Nature"},{"key":"43_CR10","volume-title":"Pattern Recognition","author":"S. Theodoridis","year":"1999","unstructured":"Theodoridis, S., Koutroumbas, K.: Pattern Recognition. Academic Press, San Diego (1999)"},{"key":"43_CR11","first-page":"861","volume-title":"Proceedings of 8th International Conference on Neural Information Processing","author":"J. Xu","year":"2001","unstructured":"Xu, J., Zhang, X., Li, Y.: Kernel Neuron and its Training Algorithm. In: Proceedings of 8th International Conference on Neural Information Processing, vol.\u00a02, pp. 861\u2013866. Fudan University Press, Shanghai China (2001)"},{"key":"43_CR12","volume-title":"Solution of Ill-Posed Problem","author":"A.N. Tikhonov","year":"1977","unstructured":"Tikhonov, A.N., Arsenin, V.Y.: Solution of Ill-Posed Problem. W. H. Wanston, Washington (1977)"},{"key":"43_CR13","unstructured":"Pault, D.C., Nowlan, S.J., Hinton, G.E.: Experiments on Learning by Back Propagation. Technical Report. CMU-CS-86-126, Carnegie-Mallon University (1986)"},{"issue":"3","key":"43_CR14","doi-asserted-by":"publisher","first-page":"709","DOI":"10.1162\/089976600300015763","volume":"12","author":"K. Saito","year":"2000","unstructured":"Saito, K., Nakano, R.: Second Order Learning Algorithm with Squared Penalty Term. Neural Computation\u00a012(3), 709\u2013729 (2000)","journal-title":"Neural Computation"},{"key":"43_CR15","doi-asserted-by":"crossref","first-page":"171","DOI":"10.7551\/mitpress\/1113.003.0014","volume-title":"Advances in Large Margin Classifiers","author":"T. Evgeniou","year":"2000","unstructured":"Evgeniou, T., Pontil, M., Poggio, T.: Regularization Networks and Support Vector Machines. In: Smola, A.J., Bartlett, P.L., Sch\u00f6lkopf, B., Schuurmans, D. (eds.) Advances in Large Margin Classifiers, pp. 171\u2013204. MIT Press, Cambridge (2000)"},{"issue":"2","key":"43_CR16","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1162\/neco.1995.7.2.219","volume":"7","author":"F. Girosi","year":"1995","unstructured":"Girosi, F., Jones, M., Poggio, T.: Regularization Theory and Neural Networks Architectures. Neural Computation\u00a07(2), 219\u2013269 (1995)","journal-title":"Neural Computation"},{"issue":"5","key":"43_CR17","doi-asserted-by":"publisher","first-page":"740","DOI":"10.1109\/72.248452","volume":"4","author":"R. Reed","year":"1993","unstructured":"Reed, R.: Pruning Algorithms - A Survey. IEEE Transactions on Neural Networks\u00a04(5), 740\u2013747 (1993)","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"3","key":"43_CR18","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1016\/0893-6080(96)83696-3","volume":"9","author":"M. Ishikawa","year":"1996","unstructured":"Ishikawa, M.: Structural Learning with Forgetting. Neural Networks\u00a09(3), 509\u2013521 (1996)","journal-title":"Neural Networks"}],"container-title":["Lecture Notes in Computer Science","Advances in Neural Networks \u2013 ISNN 2004"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-28647-9_43.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,30]],"date-time":"2024-03-30T17:21:20Z","timestamp":1711819280000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-28647-9_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540228417","9783540286479"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-28647-9_43","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2004]]}}}