{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,31]],"date-time":"2025-03-31T22:25:43Z","timestamp":1743459943475},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540752707"},{"type":"electronic","value":"9783540752714"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-75271-4_25","type":"book-chapter","created":{"date-parts":[[2007,10,29]],"date-time":"2007-10-29T09:16:25Z","timestamp":1193649385000},"page":"239-248","source":"Crossref","is-referenced-by-count":6,"title":["Feature Selection Based on Sensitivity Analysis"],"prefix":"10.1007","author":[{"given":"Noelia","family":"S\u00e1nchez-Maro\u00f1o","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amparo","family":"Alonso-Betanzos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"25_CR1","volume-title":"Sensitivity Analysis in practice: A guide to assessing scientific models","author":"A. Saltelli","year":"2004","unstructured":"Saltelli, A., Tarantola, S., Campolongo, F., Ratto, M.: Sensitivity Analysis in practice: A guide to assessing scientific models. John Wiley & Sons, Chichester (2004)"},{"key":"25_CR2","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198538493.001.0001","volume-title":"Neural Networks for Patter Recognition","author":"C. Bishop","year":"1995","unstructured":"Bishop, C.: Neural Networks for Patter Recognition. Oxford University Press, New York (1995)"},{"key":"25_CR3","unstructured":"Castillo, E., Guijarro-Berdi\u00f1as, B., Fontenla-Romero, O., Alonso-Betanzos, A.: A very fast learning method for neural networks based on sensitivity analysis. Journal of Machine Learning Research\u00a07, 1159\u20131182"},{"issue":"1-2","key":"25_CR4","first-page":"273","volume":"97","author":"R. Kohavi","year":"1997","unstructured":"Kohavi, R., John, G.: Wrappers for feature subset selection. Artificial Intelligence, Special issue on relevance\u00a097(1-2), 273\u2013324 (1997)","journal-title":"Artificial Intelligence, Special issue on relevance"},{"key":"25_CR5","first-page":"1157","volume":"3","author":"I. Guyon","year":"2003","unstructured":"Guyon, I., Elisseeff, A.: An introduction to variable and feature selection. Journal of Machine Learning Research, Special issue on Variable and Feature Selection\u00a03, 1157\u20131182 (2003)","journal-title":"Journal of Machine Learning Research, Special issue on Variable and Feature Selection"},{"issue":"1-2","key":"25_CR6","first-page":"245","volume":"97","author":"A.L. Blum","year":"1997","unstructured":"Blum, A.L., Langley, P.: Selection of relevance features and examples in machine learning. Artificial Intelligence, Special issue on relevance\u00a097(1-2), 245\u2013271 (1997)","journal-title":"Artificial Intelligence, Special issue on relevance"},{"key":"25_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1031","DOI":"10.1007\/11875581_123","volume-title":"Intelligent Data Engineering and Automated Learning \u2013 IDEAL 2006","author":"N. S\u00e1nchez-Maro\u00f1o","year":"2006","unstructured":"S\u00e1nchez-Maro\u00f1o, N., Caama\u00f1o-Fern\u00e1ndez, M., Castillo, E., Alonso-Betanzos, A.: Functional networks and analysis of variance for feature selection. In: Corchado, E., Yin, H., Botti, V., Fyfe, C. (eds.) IDEAL 2006. LNCS, vol.\u00a04224, pp. 1031\u20131038. Springer, Heidelberg (2006)"},{"key":"25_CR8","doi-asserted-by":"crossref","unstructured":"Castillo, E., S\u00e1nchez-Maro\u00f1o, N., Alonso-Betanzos, A., Castillo, M.: Functional network topology learning and sensitivity analysis based on anova decomposition. Neural Computation\u00a019(1) (2007)","DOI":"10.1162\/neco.2007.19.1.231"},{"key":"25_CR9","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1016\/S0378-4754(00)00270-6","volume":"55","author":"I.M. Sobol","year":"2001","unstructured":"Sobol, I.M.: Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates. Mathematics and Computers in Simulation\u00a055, 271\u2013280 (2001)","journal-title":"Mathematics and Computers in Simulation"},{"key":"25_CR10","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1016\/j.eswa.2006.04.010","volume":"33","author":"R.K. Sivagaminathan","year":"2007","unstructured":"Sivagaminathan, R.K., Ramakrisham, S.: A hybrid approach for feature subset selection using neural networks and ant colony optimization. Experts systems with applications\u00a033, 49\u201360 (2007)","journal-title":"Experts systems with applications"},{"key":"25_CR11","doi-asserted-by":"crossref","unstructured":"Guyon, I., Gunn, S., Nikravesh, M., Zadeh, L.: Feature extraction. Foundations and applications (2006)","DOI":"10.1007\/978-3-540-35488-8"},{"key":"25_CR12","unstructured":"Blake, C., Merz, C.: UCI repository of machine learning databases (1998), http:\/\/www.ics.uci.edu\/mlearn\/MLRepository.html"}],"container-title":["Lecture Notes in Computer Science","Current Topics in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-75271-4_25.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,18]],"date-time":"2024-02-18T19:15:55Z","timestamp":1708283755000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-75271-4_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540752707","9783540752714"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-75271-4_25","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[]}}