{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T11:36:44Z","timestamp":1725536204415},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642030390"},{"type":"electronic","value":"9783642030406"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-642-03040-6_47","type":"book-chapter","created":{"date-parts":[[2009,7,30]],"date-time":"2009-07-30T08:16:37Z","timestamp":1248941797000},"page":"386-393","source":"Crossref","is-referenced-by-count":0,"title":["Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification with Feature Selection"],"prefix":"10.1007","author":[{"given":"Adriana","family":"da Costa F. Chaves","sequence":"first","affiliation":[]},{"given":"Marley","family":"Vellasco","sequence":"additional","affiliation":[]},{"given":"Ricardo","family":"Tanscheit","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"47_CR1","doi-asserted-by":"publisher","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":"47_CR2","volume-title":"Neural Networks - A Comprehensive Foundation","author":"S. Haykin","year":"1999","unstructured":"Haykin, S.: Neural Networks - A Comprehensive Foundation. Macmillan College Publishing Company, Basingstoke (1999)"},{"key":"47_CR3","volume-title":"Statistical Learning Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. John Wiley & Sons, Chichester (1998)"},{"key":"47_CR4","first-page":"281","volume-title":"Advances in Neural Information Processing System","author":"V.N. Vapnik","year":"1997","unstructured":"Vapnik, V.N., Golowich, S.E., Smola, A.: Support vector method for function approximation, regression estimation, and signal processing. In: Advances in Neural Information Processing System, vol.\u00a09, pp. 281\u2013287. Morgan Kaufmann, San Francisco (1997)"},{"issue":"5","key":"47_CR5","doi-asserted-by":"publisher","first-page":"1048","DOI":"10.1109\/72.788645","volume":"10","author":"H.D. Drucker","year":"1999","unstructured":"Drucker, H.D., Wu, D.H., Vapnik, V.N.: Support vector machines for spam categorization. IEEE Trans. on Neural Networks\u00a010(5), 1048\u20131054 (1999)","journal-title":"IEEE Trans. on Neural Networks"},{"key":"47_CR6","first-page":"137","volume-title":"Proceedings of the European Conference on Machine Learning","author":"T. Joachims","year":"1998","unstructured":"Joachims, T.: Text categorization with support vector machines: Learning with many relevant features. In: Proceedings of the European Conference on Machine Learning, pp. 137\u2013142. Springer, Heidelberg (1998)"},{"key":"47_CR7","unstructured":"Fu, X., Ong, C.J., Keerthi, S., Hung, G.G., Goh, L.: Extracting the Knowledge Embedded in Support Vector Machines. In: International Joint Conference on Neural Networks (IJCNN 2004), CDROM, Budapest, July 25-29 (2004)"},{"key":"47_CR8","unstructured":"Nunez, H., Angulo, C., Catal\u00e1, A.: Rule Extraction From support vectors machines. In: European Symposium on Artificial Neural Networks (ESANN), pp. 107\u2013112 (2002)"},{"key":"47_CR9","series-title":"Advances in Soft Computing","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1007\/978-3-540-72432-2_11","volume-title":"Analysis and Design of Intelligent Systems Using Soft Computing Techniques, ch. II","author":"A. Chaves","year":"2007","unstructured":"Chaves, A., Vellasco, M.M.B.R., Tanscheit, R.: Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification. In: Analysis and Design of Intelligent Systems Using Soft Computing Techniques, ch. II. Advances in Soft Computing, vol.\u00a041, pp. 99\u2013108. Springer, Heidelberg (2007)"},{"key":"47_CR10","unstructured":"Heiler, M., Cremers, D., Schn\u00f6rr, C.: Efficient Feature Subset Selection for Support Vector Machines. Technical Report 21\/2001, Computer Sciences Series, University of Mannheim, Germany (2001)"},{"key":"47_CR11","doi-asserted-by":"crossref","unstructured":"John, G., Kohavi, R., Pfleger, K.: Irrelevant Features and the Subset Selection Problem. In: Proc. Of the 11th Int. Conf. on Machine Learning, pp. 121\u2013129 (1994)","DOI":"10.1016\/B978-1-55860-335-6.50023-4"},{"key":"47_CR12","first-page":"683","volume-title":"Advances in Neural Information Processing Systems","author":"J. Moody","year":"1992","unstructured":"Moody, J., Utans, J.: Principled architecture selection for neural networks: Application to corporate bond rating prediction. In: Advances in Neural Information Processing Systems, vol.\u00a04, pp. 683\u2013690. Morgan Kaufmann Publishers, San Francisco (1992)"},{"key":"47_CR13","doi-asserted-by":"crossref","unstructured":"Hsu, C.-W., Lin, C.-J.: A Comparison on Methods for Multi-class Support Vector Machines. IEEE Transaction on Neural Networks\u00a013(2), 415\u2013425 (2002)","DOI":"10.1109\/72.991427"}],"container-title":["Lecture Notes in Computer Science","Advances in Neuro-Information Processing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-03040-6_47","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,21]],"date-time":"2019-05-21T15:44:14Z","timestamp":1558453454000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-03040-6_47"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642030390","9783642030406"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-03040-6_47","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}