{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,29]],"date-time":"2022-03-29T16:11:01Z","timestamp":1648570261690},"reference-count":27,"publisher":"Elsevier BV","issue":"4-5","license":[{"start":{"date-parts":[[2000,6,1]],"date-time":"2000-06-01T00:00:00Z","timestamp":959817600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Networks"],"published-print":{"date-parts":[[2000,6]]},"DOI":"10.1016\/s0893-6080(00)00025-3","type":"journal-article","created":{"date-parts":[[2002,10,31]],"date-time":"2002-10-31T19:50:07Z","timestamp":1036093807000},"page":"507-523","source":"Crossref","is-referenced-by-count":3,"title":["Evolution and generalization of a single neurone. III. Primitive, regularized, standard, robust and minimax regressions"],"prefix":"10.1016","volume":"13","author":[{"given":"\u0160.","family":"Raudys","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/S0893-6080(00)00025-3_BIB1","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1109\/PGEC.1967.264666","article-title":"A theory of adaptive pattern classifiers","volume":"EC-16","author":"Amari","year":"1967","journal-title":"IEEE Transactions on Electronic Computations"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB2","doi-asserted-by":"crossref","unstructured":"B\u00f6s, S. (1996). Learning curves of on-line and off-line training. Proceedings of ICANN\u201996, Bohum.","DOI":"10.1007\/3-540-61510-5_19"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB3","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1007\/BF00994018","article-title":"Support-vector networks","volume":"20","author":"Cortes","year":"1995","journal-title":"Machine Learning"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB4","doi-asserted-by":"crossref","first-page":"527","DOI":"10.1109\/TIT.1965.1053829","article-title":"The prediction error of stationary Gaussian time series of unknown covariance","volume":"IT-11","author":"Davisson","year":"1965","journal-title":"IEEE Transactions on Information Theory"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB5","series-title":"Advances in neural information processing systems.","first-page":"155","article-title":"Support vector regression machines","author":"Drucker","year":"1996"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB6","unstructured":"Duin, R. P. W. (1993). Superlearning capabilities of neural networks. Proceedings of the 8th Scandinavian conference on image analysis (pp. 547\u2013554). NOVIM, Norwegian Society for Image Processing and Pattern Recognition, Tromso, Norway."},{"key":"10.1016\/S0893-6080(00)00025-3_BIB7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1214\/aos\/1176344552","article-title":"Bootstrap methods: another look at the jacknife","volume":"7","author":"Efron","year":"1979","journal-title":"Annals of Statistics"},{"issue":"2","key":"10.1016\/S0893-6080(00)00025-3_BIB8","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1111\/j.1469-1809.1936.tb02137.x","article-title":"The use of multiple measurements in taxonomic problems","volume":"7","author":"Fisher","year":"1936","journal-title":"Annals of Eugenics, London"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB9","unstructured":"Harley, T. J. (1963). Pseudoestimates versus pseudo-inverses for singular sample covariance matrices. Section 2 in Report No 5, Contract DA-36-039-SC-90742, AD427172 (September 1963)."},{"key":"10.1016\/S0893-6080(00)00025-3_BIB10","unstructured":"Harley, T. J. (1965). MS thesis, Moore School of Electrical Engineering, University of Pennsylvania."},{"key":"10.1016\/S0893-6080(00)00025-3_BIB11","doi-asserted-by":"crossref","first-page":"55","DOI":"10.2307\/1267351","article-title":"Ridge regression: Biased estimation for orthogonal problems","volume":"12","author":"Hoerl","year":"1970","journal-title":"Technometrics"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB12","series-title":"Proceedings of the PARLE conference on parallel architectures and languages","first-page":"1","article-title":"Learning translation invariant recognition in massively parallel networks","author":"Hinton","year":"1987"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB13","doi-asserted-by":"crossref","unstructured":"Huber, P. J. (1981). Robust statistics. New York: Wiley.","DOI":"10.1002\/0471725250"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB14","first-page":"950","article-title":"A simple weight decay can improve generalization","author":"Krogh","year":"1992"},{"issue":"18","key":"10.1016\/S0893-6080(00)00025-3_BIB15","doi-asserted-by":"crossref","first-page":"2396","DOI":"10.1103\/PhysRevLett.66.2396","article-title":"Eigenvalues of covariance matrices: application to neural-network learning","volume":"66","author":"Le Cun","year":"1991","journal-title":"Physical Review Letters"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB16","series-title":"Computing systems","first-page":"79","article-title":"On determining the training sample size of a linear classifier","author":"Raudys","year":"1967"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB17","first-page":"168","article-title":"On the amount of a priori information in designing the classification algorithm","volume":"4","author":"Raudys","year":"1972","journal-title":"Proceedings of the Academy of Sciences of USSR, Technical, Cybernetics"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB18","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1016\/S0893-6080(97)00135-4","article-title":"Evolution and generalization of a single neurone. I. Single-layer perceptron as seven statistical classifier","volume":"11","author":"Raudys","year":"1998","journal-title":"Neural Networks"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB19","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1016\/S0893-6080(97)00136-6","article-title":"Evolution and generalization of a single neurone. II. Complexity of statistical classifiers and sample size considerations","volume":"11","author":"Raudys","year":"1998","journal-title":"Neural Networks"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0031-3203(99)00183-1","article-title":"Scaled rotation regularization","volume":"33","author":"Raudys","year":"2000","journal-title":"Pattern Recognition"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB21","first-page":"1998","article-title":"Effect of initial values in simple perception","volume":"IJCNN98","author":"Raudys","year":"1998","journal-title":"Proceedings of the 1998 IEEE World Congress on Computational Intelligence"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB22","doi-asserted-by":"crossref","first-page":"385","DOI":"10.1016\/S0167-8655(98)00016-6","article-title":"Expected classification error of the Fisher classifier with pseudo-inverse covariance matrix","volume":"19","author":"Raudys","year":"1998","journal-title":"Pattern Recognition Letters"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB23","series-title":"Advances in pattern recognition","article-title":"Structures of covariance matrices in the classifier design","author":"Raudys","year":"1998"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB24","unstructured":"Skurichina, M., & Duin, R. P. W. (1997). Scale dependence of noise injection in perceptron training. In P. Pudil, J. Novovicova, J. Grim, Proceedings of the IAPR Workshop on Statistical Techniques in Pattern Recognition, June 9\u201311, 153\u2013158."},{"issue":"2","key":"10.1016\/S0893-6080(00)00025-3_BIB25","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1109\/72.839019","article-title":"K-Nearest neighbors directed noise injection in multilayer perceptron training","volume":"11","author":"Skurichina","year":"2000","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB26","doi-asserted-by":"crossref","unstructured":"Sjoberg, J., & Ljung, L. (1992). Overtraining, regularization, and searching for minimum in neural networks. Technical report. Department of Electrical Engineering, Linkoping University, S-581 83 Linkoping, Sweden, February.","DOI":"10.1016\/S1474-6670(17)50715-6"},{"key":"10.1016\/S0893-6080(00)00025-3_BIB27","unstructured":"Wang, C., & Venkatesh, S. S. (1994). Temporal dynamics of generalization in neural networks. Proceedings of NIPS-7, pp. 262\u2013270."}],"container-title":["Neural Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0893608000000253?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0893608000000253?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2020,1,10]],"date-time":"2020-01-10T07:19:39Z","timestamp":1578640779000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0893608000000253"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2000,6]]},"references-count":27,"journal-issue":{"issue":"4-5","published-print":{"date-parts":[[2000,6]]}},"alternative-id":["S0893608000000253"],"URL":"https:\/\/doi.org\/10.1016\/s0893-6080(00)00025-3","relation":{},"ISSN":["0893-6080"],"issn-type":[{"value":"0893-6080","type":"print"}],"subject":[],"published":{"date-parts":[[2000,6]]}}}