{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T19:39:22Z","timestamp":1760729962188},"reference-count":68,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2008,8,1]],"date-time":"2008-08-01T00:00:00Z","timestamp":1217548800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw."],"published-print":{"date-parts":[[2008,8]]},"DOI":"10.1109\/tnn.2008.2000442","type":"journal-article","created":{"date-parts":[[2008,8,11]],"date-time":"2008-08-11T20:23:39Z","timestamp":1218486219000},"page":"1415-1430","source":"Crossref","is-referenced-by-count":27,"title":["The $Q$-Norm Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem"],"prefix":"10.1109","volume":"19","author":[{"given":"D.A.G.","family":"Vieira","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.H.C.","family":"Takahashi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"V.","family":"Palade","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.A.","family":"Vasconcelos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"W.M.","family":"Caminhas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"375","volume":"9","author":"burges","year":"1997","journal-title":"Advances in neural information processing systems"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.902962"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/72.248466"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/72.165600"},{"key":"ref31","first-page":"585","volume":"9","author":"moody","year":"1997","journal-title":"Advances in neural information processing systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.894058"},{"key":"ref37","first-page":"422","article-title":"a universal nonlinear filter, predictor and simulator which optimizes itself by a learning process","volume":"108b","author":"gabor","year":"1961","journal-title":"Proc Inst Electr Eng"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.891187"},{"key":"ref35","year":"0","journal-title":"Matlab Toolboxes"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2004.825008"},{"key":"ref60","first-page":"281","article-title":"some methods for classification and analysis of multivariate observations","volume":"1","author":"macqueen","year":"1967","journal-title":"Proc 5th Berkeley Symp Math"},{"key":"ref62","first-page":"319","volume":"1","author":"rumelhart","year":"1986","journal-title":"Computational Models of Cognition and Perception"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/72.363440"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/18.256500"},{"key":"ref63","first-page":"524","volume":"2","author":"fahlman","year":"1990","journal-title":"Advances in neural information processing systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1991.3.2.246"},{"key":"ref64","author":"parekh","year":"1987","journal-title":"Constructive neural network learning algorithms for multi-category real-value pattern classification"},{"key":"ref65","author":"scholkopf","year":"1997","journal-title":"Support Vector Learning"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1023\/A:1015292818897"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/21.256541"},{"key":"ref67","first-page":"477","article-title":"a neo fuzzy neuron and it applications to system identification and predictions to system behavior","author":"yamakwa","year":"1992","journal-title":"Proc 2nd Int Conf Fuzzy Logic Neural Netw"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.1.1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref1","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/BF02551274"},{"key":"ref22","first-page":"38","article-title":"fast-learning variations on back-propagation: an empirical study","author":"fahlman","year":"1988","journal-title":"Proc Connectionist Models Summer School"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90003-8"},{"key":"ref24","first-page":"134","volume":"9","author":"bartlett","year":"1997","journal-title":"Advances in neural information processing systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/72.329697"},{"key":"ref26","first-page":"321","article-title":"multivariable functional interpolation and adaptive networks","volume":"2","author":"broomhead","year":"1989","journal-title":"Complex Syst"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/BF01093105"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(99)00032-5"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(02)00601-X"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(89)90040-X"},{"key":"ref58","author":"duda","year":"1973","journal-title":"Pattern Classification and Scene Analysis"},{"key":"ref57","first-page":"120","article-title":"efficient clustering of multidimensional data","author":"ismail","year":"1984","journal-title":"Proc IEEE Int Conf Syst Man Cybern"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1982.1056489"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-005-6617-0"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2001.939539"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2003.1223723"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.1269664"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(00)00327-1"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(02)00697-5"},{"key":"ref40","year":"0","journal-title":"IDA Benchmark repository used in several boosting KFD and SVM papers"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(03)00440-5"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-006-0052-z"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1995.7.2.219"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/72.788641"},{"key":"ref16","first-page":"382","article-title":"efficient distribution-free learning of probabilistic concepts (abstract)","author":"kearns","year":"1990","journal-title":"Proc 3rd Annu Workshop Comput Learn Theory"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/18.661502"},{"key":"ref18","first-page":"831","volume":"4","author":"vapnik","year":"1992","journal-title":"Advances in neural information processing systems"},{"key":"ref19","volume":"1","author":"rumelhart","year":"1986","journal-title":"Learning Internal Representations by Error Propagation"},{"key":"ref4","author":"vapnik","year":"2001","journal-title":"The Nature of Statistical Learning Theory (Statistics for Engineering and Information Science)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511801389"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(89)90049-0"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/18.705570"},{"key":"ref8","author":"tikhonov","year":"1977","journal-title":"Solution of Ill-Posed Problems"},{"key":"ref7","first-page":"501","article-title":"on solving ill-posed problem and the method of regularization","volume":"153","author":"tikhonov","year":"1963","journal-title":"Doklady Akademii Nauk USSR"},{"key":"ref49","first-page":"252","article-title":"extracting support data for a given task","author":"sholkopf","year":"1995","journal-title":"Proc 1st Int Conf Knowl Disc Data Mining"},{"key":"ref9","author":"haykin","year":"1999","journal-title":"Neural Networks A Comprehensive Fundation"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2005.857955"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2004.11.021"},{"key":"ref48","author":"zhang","year":"2001","journal-title":"Is the maximal margin hyperplane special in a feature space?"},{"key":"ref47","first-page":"1","article-title":"statistical comparisons of classifiers over multiple data sets","volume":"7","author":"demsar","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"281","DOI":"10.7551\/mitpress\/1113.003.0021","author":"weston","year":"2000","journal-title":"Advances in Large Margin Classifiers"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/72.914517"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2003.809398"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(03)00136-5"}],"container-title":["IEEE Transactions on Neural Networks"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/72\/4588974\/04560237.pdf?arnumber=4560237","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,29]],"date-time":"2024-02-29T05:25:02Z","timestamp":1709184302000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/4560237\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,8]]},"references-count":68,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tnn.2008.2000442","relation":{},"ISSN":["1045-9227","1941-0093"],"issn-type":[{"value":"1045-9227","type":"print"},{"value":"1941-0093","type":"electronic"}],"subject":[],"published":{"date-parts":[[2008,8]]}}}