{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T06:56:40Z","timestamp":1725519400979},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540884347"},{"type":"electronic","value":"9783540884361"}],"license":[{"start":{"date-parts":[[2008,1,1]],"date-time":"2008-01-01T00:00:00Z","timestamp":1199145600000},"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":[[2008]]},"DOI":"10.1007\/978-3-540-88436-1_11","type":"book-chapter","created":{"date-parts":[[2008,10,6]],"date-time":"2008-10-06T12:56:07Z","timestamp":1223297767000},"page":"121-131","source":"Crossref","is-referenced-by-count":5,"title":["Feature Selection and Classification for Small Gene Sets"],"prefix":"10.1007","author":[{"given":"Gregor","family":"Stiglic","sequence":"first","affiliation":[]},{"given":"Juan J.","family":"Rodriguez","sequence":"additional","affiliation":[]},{"given":"Peter","family":"Kokol","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"11_CR1","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L. Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Machine Learning\u00a045, 5\u201332 (2001)","journal-title":"Machine Learning"},{"key":"11_CR2","volume-title":"Statistical learning theory","author":"V. Vapnik","year":"1998","unstructured":"Vapnik, V.: Statistical learning theory. John Wiley and Sons, New York (1998)"},{"doi-asserted-by":"crossref","unstructured":"Caruana, R., Niculescu-Mizil, A.: An empirical comparison of supervised learning algorithms. In: Proceedings of the 23rd international Conference on Machine Learning (ICML 2006), vol.\u00a0148, pp. 161\u2013168 (2006)","key":"11_CR3","DOI":"10.1145\/1143844.1143865"},{"issue":"1","key":"11_CR4","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1109\/TCBB.2007.1006","volume":"4","author":"L. Wang","year":"2007","unstructured":"Wang, L., Chu, F., Xie, W.: Accurate Cancer Classification Using Expressions of Very Few Genes. IEEE\/ACM Transactions on Computational Biology and Bioinformatics\u00a04(1), 40\u201353 (2007)","journal-title":"IEEE\/ACM Transactions on Computational Biology and Bioinformatics"},{"issue":"10","key":"11_CR5","doi-asserted-by":"publisher","first-page":"1619","DOI":"10.1109\/TPAMI.2006.211","volume":"28","author":"J.J. Rodr\u00edguez","year":"2006","unstructured":"Rodr\u00edguez, J.J., Kuncheva, L.I., Alonso, C.J.: Rotation forest: A new classifier ensemble method. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a028(10), 1619\u20131630 (2006)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"doi-asserted-by":"crossref","unstructured":"John, G.H., Kohavi, R., Pfleger, K.: Irrelevant Features and the Subset Selection Problem. In: Proceedings of the Eleventh International Conference on Machine Learning, pp. 121\u2013129 (1994)","key":"11_CR6","DOI":"10.1016\/B978-1-55860-335-6.50023-4"},{"unstructured":"Symons, S., Nieselt, K.: Data Mining Microarray Data \u2013 Comprehensive Benchmarking of Feature Selection and Classification Methods. Pre-print, \n                    \n                      www.zbit.uni-tuebingen.de\/pas\/preprints\/GCB2006\/SymonsNieselt.pdf","key":"11_CR7"},{"key":"11_CR8","volume-title":"Data Mining: Practical machine learning tools with Java implementations","author":"I.H. Witten","year":"2005","unstructured":"Witten, I.H., Frank, E.: Data Mining: Practical machine learning tools with Java implementations. Morgan Kaufmann, San Francisco (2005)"},{"doi-asserted-by":"crossref","unstructured":"Kira, K., Rendell, L.A.: A practical approach to feature selection. In: Proceedings of International Conference on Machine Learning (ICML1992), pp. 249\u2013256 (1992)","key":"11_CR9","DOI":"10.1016\/B978-1-55860-247-2.50037-1"},{"doi-asserted-by":"crossref","unstructured":"Kononenko, I.: Estimating attributes: analysis and extension of relief. In: Proceedings of European Conference on Machine Learning (ICML1994), pp. 171\u2013182 (1994)","key":"11_CR10","DOI":"10.1007\/3-540-57868-4_57"},{"unstructured":"Robnik-Sikonja, M., Kononenko, I.: An adaptation of Relief for attribute estimation in regression. In: Machine Learning: Proceedings of the Fourteenth International Conference (ICML 1997), pp. 296\u2013304 (1997)","key":"11_CR11"},{"key":"11_CR12","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1023\/A:1012487302797","volume":"46","author":"I. Guyon","year":"2002","unstructured":"Guyon, I., Weston, J., Barnhill, S., Vapnik, V.: Gene selection for cancer classification using support vector machines. Machine Learning\u00a046, 389\u2013422 (2002)","journal-title":"Machine Learning"},{"key":"11_CR13","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1186\/1471-2105-7-3","volume":"7","author":"R. D\u00edaz-Uriarte","year":"2006","unstructured":"D\u00edaz-Uriarte, R., Alvarez de Andr\u00e9s, S.: Gene selection and classification of microarray data using random forest. BMC Bioinformatics\u00a07, 3 (2006)","journal-title":"BMC Bioinformatics"},{"key":"11_CR14","first-page":"405","volume-title":"The Handbook of Brain Theory and Neural Networks","author":"T.G. Dietterich","year":"2002","unstructured":"Dietterich, T.G.: Ensemble Learning. In: Arbib, M.A. (ed.) The Handbook of Brain Theory and Neural Networks, pp. 405\u2013408. The MIT Press, Cambridge (2002)"},{"unstructured":"Platt, J.: Machines using Sequential Minimal Optimization. In: Schoelkopf, B., Burges, C., Smola, A. (eds.) Advances in Kernel Methods - Support Vector Learning (1998)","key":"11_CR15"},{"issue":"3","key":"11_CR16","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1162\/089976601300014493","volume":"13","author":"S.S. Keerthi","year":"2001","unstructured":"Keerthi, S.S., Shevade, S.K., Bhattacharyya, C., Murthy, K.R.K.: Improvements to Platt\u2019s SMO Algorithm for SVM Classifier Design. Neural Computation\u00a013(3), 637\u2013649 (2001)","journal-title":"Neural Computation"},{"key":"11_CR17","volume-title":"Machine Learning","author":"T. Mitchell","year":"1997","unstructured":"Mitchell, T.: Machine Learning. McGraw Hill, New York (1997)"},{"unstructured":"Kent Ridge Biomedical Data Set Repository: sdmc.i2r.a-star.edu.sg\/rp\/","key":"11_CR18"},{"key":"11_CR19","doi-asserted-by":"publisher","first-page":"6562","DOI":"10.1073\/pnas.102102699","volume":"99","author":"C. Ambroise","year":"2002","unstructured":"Ambroise, C., McLachlan, G.J.: Selection bias in gene extraction on the basis of microarray gene-expression data. Proc. Natl. Acad. Sci. USA 2002\u00a099, 6562\u20136566 (2002)","journal-title":"Proc. Natl. Acad. Sci. USA 2002"},{"issue":"1","key":"11_CR20","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1214\/aoms\/1177731944","volume":"11","author":"M. Friedman","year":"1940","unstructured":"Friedman, M.: A comparison of alternative tests of significance for the problem of m rankings. The Annals of Mathematical Statistics\u00a011(1), 86\u201392 (1940)","journal-title":"The Annals of Mathematical Statistics"},{"key":"11_CR21","doi-asserted-by":"publisher","first-page":"80","DOI":"10.2307\/3001968","volume":"1","author":"F. Wilcoxon","year":"1945","unstructured":"Wilcoxon, F.: Individual comparisons by ranking methods. Biometrics Bulletin\u00a01, 80\u201383 (1945)","journal-title":"Biometrics Bulletin"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition in Bioinformatics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-88436-1_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,3]],"date-time":"2019-03-03T16:00:30Z","timestamp":1551628830000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-88436-1_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540884347","9783540884361"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-88436-1_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2008]]}}}