{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T13:56:13Z","timestamp":1725890173097},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642344862"},{"type":"electronic","value":"9783642344879"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-34487-9_27","type":"book-chapter","created":{"date-parts":[[2012,11,5]],"date-time":"2012-11-05T09:30:07Z","timestamp":1352107807000},"page":"217-227","source":"Crossref","is-referenced-by-count":1,"title":["Evolutionary Extreme Learning Machine for Ordinal Regression"],"prefix":"10.1007","author":[{"given":"David","family":"Becerra-Alonso","sequence":"first","affiliation":[]},{"given":"Mariano","family":"Carbonero-Ruz","sequence":"additional","affiliation":[]},{"given":"Francisco Jos\u00e9","family":"Mart\u00ednez-Estudillo","sequence":"additional","affiliation":[]},{"given":"Alfonso Carlos","family":"Mart\u00ednez-Estudillo","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"27_CR1","doi-asserted-by":"crossref","unstructured":"Baccianella, S., Esuli, A., Sebastiani, F.: Evaluation Measures for Ordinal Regression. In: Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications (ISDA 2009), pp. 283\u2013287 (2009)","DOI":"10.1109\/ISDA.2009.230"},{"key":"27_CR2","first-page":"1393","volume":"8","author":"J.S. Cardoso","year":"2007","unstructured":"Cardoso, J.S., Pinto da Costa, J.F.: Learning to Classify Ordinal Data: The Data Replication Method. Journal of Machine Learning Research\u00a08, 1393\u20131429 (2007)","journal-title":"Journal of Machine Learning Research"},{"issue":"5-6","key":"27_CR3","doi-asserted-by":"publisher","first-page":"808","DOI":"10.1016\/j.neunet.2005.06.023","volume":"18","author":"J.S. Cardoso","year":"2005","unstructured":"Cardoso, J.S., Pinto da Costa, J.F., Cardoso, M.J.: Modelling Ordinal Relations with SVMs: an Application to Objective Aesthetic Evaluation of Breast Cancer Conservative Treatment. Neural Networks\u00a018(5-6), 808\u2013817 (2005)","journal-title":"Neural Networks"},{"key":"27_CR4","first-page":"1019","volume":"6","author":"W. Chu","year":"2005","unstructured":"Chu, W., Ghahramani, Z.: Gaussian Processes for Ordinal Regression. Journal of Machine Learning Research\u00a06, 1019\u20131041 (2005)","journal-title":"Journal of Machine Learning Research"},{"key":"27_CR5","doi-asserted-by":"crossref","unstructured":"Chu, W., Sathiya Keerthi, S.: New Approaches to Support Vector Ordinal Regression. In: ICML 2005: Proceedings of the 22nd International Conference on Machine Learning, pp. 145\u2013152 (2005)","DOI":"10.1145\/1102351.1102370"},{"issue":"3","key":"27_CR6","doi-asserted-by":"publisher","first-page":"792","DOI":"10.1162\/neco.2007.19.3.792","volume":"19","author":"W. Chu","year":"2007","unstructured":"Chu, W., Sathiya Keerthi, S.: Support Vector Ordinal Regression. Neural Computation\u00a019(3), 792\u2013815 (2007)","journal-title":"Neural Computation"},{"issue":"1","key":"27_CR7","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.neunet.2007.10.003","volume":"21","author":"J.F. Pinto da Costa","year":"2008","unstructured":"Pinto da Costa, J.F., Alonso, H., Cardoso, J.S.: The Unimodal Model for the Classification of Ordinal Data. Neural Networks\u00a021(1), 78\u201391 (2008)","journal-title":"Neural Networks"},{"key":"27_CR8","unstructured":"Frank, A., Asuncion, A.: UCI Machine Learning Repository (2010), http:\/\/www.ncbi.nlm.nih.gov"},{"key":"27_CR9","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1007\/3-540-44795-4_13","volume-title":"Machine Learning: ECML 2001","author":"E. Frank","year":"2001","unstructured":"Frank, E., Hall, M.: A Simple Approach to Ordinal Classification. In: Flach, P.A., De Raedt, L. (eds.) ECML 2001. LNCS (LNAI), vol.\u00a02167, pp. 145\u2013156. Springer, Heidelberg (2001)"},{"issue":"5","key":"27_CR10","doi-asserted-by":"publisher","first-page":"908","DOI":"10.1086\/225005","volume":"76","author":"R.K. Hawkes","year":"1971","unstructured":"Hawkes, R.K.: The Multivariate Analysis of Ordinal Measures. The American Journal of Sociology\u00a076(5), 908\u2013926 (1971)","journal-title":"The American Journal of Sociology"},{"key":"27_CR11","doi-asserted-by":"crossref","first-page":"115","DOI":"10.7551\/mitpress\/1113.003.0010","volume-title":"Advances in Large Margin Classifiers","author":"R. Herbrich","year":"2000","unstructured":"Herbrich, R., Graepel, T., Obermayer, K.: Large Margin Rank Boundaries for Ordinal Regression. In: Smola, A.J., Bartlett, P.L., Sch\u00f6lkopf, B., Schuurmans, D. (eds.) Advances in Large Margin Classifiers, pp. 115\u2013132. MIT Press, Cambridge (2000)"},{"key":"27_CR12","unstructured":"Huang, G.B., Zhu, Q.Y., Siew, C.K.: Extreme Learning Machine: A New Learning Scheme of Feedforward Neural Networks. In: IEEE International Conference on Neural Networks - Conference Proceedings, pp. 985\u2013990 (2004)"},{"issue":"1-3","key":"27_CR13","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1016\/j.neucom.2005.12.126","volume":"70","author":"G.B. Huang","year":"2006","unstructured":"Huang, G.B., Zhu, Q.Y., Siew, C.K.: Extreme Learning Machine: Theory and Applications. Neurocomputing\u00a070(1-3), 489\u2013501 (2006)","journal-title":"Neurocomputing"},{"issue":"1","key":"27_CR14","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1504\/IJDMMM.2008.022537","volume":"1","author":"J.C. H\u00fchn","year":"2008","unstructured":"H\u00fchn, J.C., H\u00fcllermeier, E.: Is an Ordinal Class Structure Useful in Classifier Learning? International Journal of Data Mining, Modelling and Management\u00a01(1), 45\u201367 (2008)","journal-title":"International Journal of Data Mining, Modelling and Management"},{"key":"27_CR15","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"426","DOI":"10.1007\/3-540-39963-1_45","volume-title":"Foundations of Intelligent Systems","author":"S. Kramer","year":"2000","unstructured":"Kramer, S., Widmer, G., Pfahringer, B., de Groeve, M.: Prediction of Ordinal Classes Using Regression Trees. In: Ohsuga, S., Ra\u015b, Z.W. (eds.) ISMIS 2000. LNCS (LNAI), vol.\u00a01932, pp. 426\u2013434. Springer, Heidelberg (2000)"},{"key":"27_CR16","first-page":"865","volume":"19","author":"L. Li","year":"2007","unstructured":"Li, L., Lin, H.-T.: Ordinal Regression by Extended Binary Classification. Advances in Neural Information Processing Systems\u00a019, 865\u2013872 (2007)","journal-title":"Advances in Neural Information Processing Systems"},{"key":"27_CR17","unstructured":"Sonnenburg, S.: Machine Learning Data Set Repository (2011), http:\/\/mldata.org\/"},{"issue":"5","key":"27_CR18","doi-asserted-by":"publisher","first-page":"537","DOI":"10.1016\/0167-9473(96)00004-7","volume":"22","author":"G. Tutz","year":"1996","unstructured":"Tutz, G., Hennevogl, W.: Random Effects in Ordinal Regression Models. Computational Statistics & Data Analysis\u00a022(5), 537\u2013557 (1996)","journal-title":"Computational Statistics & Data Analysis"}],"container-title":["Lecture Notes in Computer Science","Neural Information Processing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-34487-9_27.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T02:06:05Z","timestamp":1714529165000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-34487-9_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642344862","9783642344879"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-34487-9_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}