{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T19:56:02Z","timestamp":1725566162272},"publisher-location":"Berlin, Heidelberg","reference-count":10,"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_87","type":"book-chapter","created":{"date-parts":[[2010,9,21]],"date-time":"2010-09-21T22:30:42Z","timestamp":1285108242000},"page":"524-530","source":"Crossref","is-referenced-by-count":2,"title":["Ho\u2013Kashyap with Early Stopping Versus Soft Margin SVM for Linear Classifiers \u2013An Application"],"prefix":"10.1007","author":[{"given":"Fabien","family":"Lauer","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohamed","family":"Bentoumi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G\u00e9rard","family":"Bloch","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gilles","family":"Millerioux","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patrice","family":"Aknin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"87_CR1","doi-asserted-by":"publisher","first-page":"683","DOI":"10.1109\/PGEC.1965.264207","volume":"14","author":"E. Ho","year":"1965","unstructured":"Ho, E., Kashyap, R.L.: An Algorithm for Linear Inequalities and its Applications. IEEE Trans. Electronic Computers\u00a014, 683\u2013688 (1965)","journal-title":"IEEE Trans. Electronic Computers"},{"key":"87_CR2","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1023\/A:1009715923555","volume":"2","author":"C. Burges","year":"1998","unstructured":"Burges, C.: A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining and Knowledge Discovery\u00a02, 121\u2013167 (1998)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"87_CR3","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511801389","volume-title":"An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods","author":"N. Cristianini","year":"2000","unstructured":"Cristianini, N., Shawe-Taylor, J.: An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods. Cambridge University Press, Cambridge (2000)"},{"key":"87_CR4","doi-asserted-by":"publisher","first-page":"2281","DOI":"10.1016\/S0167-8655(03)00054-0","volume":"24","author":"J. Le\u0327ski","year":"2003","unstructured":"Le\u0327ski, J.: Ho\u2013Kashyap Classifier With Generalization Control. Pattern Recognition Letters\u00a024, 2281\u20132290 (2003)","journal-title":"Pattern Recognition Letters"},{"key":"87_CR5","volume-title":"Pattern Classification","author":"R.O. Duda","year":"2000","unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, 2nd edn. Wiley, Chichester (2000)","edition":"2"},{"key":"87_CR6","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/S0925-2312(02)00601-X","volume":"51","author":"K. Duan","year":"2003","unstructured":"Duan, K., Keerthi, S.S., Poo, A.N.: Evaluation of Simple Performance Measures for Tuning SVM Hyperparameters. Neurocomputing\u00a051, 41\u201359 (2003)","journal-title":"Neurocomputing"},{"key":"87_CR7","doi-asserted-by":"crossref","unstructured":"Prechelt, L.: Early Stopping \u2013 But When? Neural Networks: Tricks of the Trade, 55\u201369 (1998)","DOI":"10.1007\/3-540-49430-8_3"},{"key":"87_CR8","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1016\/S0967-0661(98)00163-4","volume":"7","author":"L. Oukhellou","year":"1999","unstructured":"Oukhellou, L., Aknin, P., Perrin, J.-P.: Dedicated Sensor and Classifier of Rail Head Defects for Railway Systems. Control Engineering Practice\u00a07, 57\u201361 (1999)","journal-title":"Control Engineering Practice"},{"key":"87_CR9","unstructured":"Oukhellou, L., Aknin, P.: Modified Fourier Descriptors: a New Parametrization of Eddy Current Signature Applied to the Rail Defect Classification. In: III International Workshop on Advances in Signal Processing for Non Destructive Evaluation of Materials, Qu\u00e9bec (1997)"},{"key":"87_CR10","unstructured":"Oukhellou, L., Aknin, P., Stoppiglia, H., Dreyfus, G.: A New Decision Criterion for Feature Selection: Application to the Classification of Non Destructive Testing Signatures. In: European Signal Processing Conference (EUSIPCO), Rhodes, Greece (1998)"}],"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_87.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T04:27:32Z","timestamp":1605760052000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-28647-9_87"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540228417","9783540286479"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-28647-9_87","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2004]]}}}