{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T15:36:21Z","timestamp":1725550581652},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642121265"},{"type":"electronic","value":"9783642121272"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-12127-2_7","type":"book-chapter","created":{"date-parts":[[2010,3,25]],"date-time":"2010-03-25T14:00:47Z","timestamp":1269525647000},"page":"64-73","source":"Crossref","is-referenced-by-count":1,"title":["An Experimental Study on Ensembles of Functional Trees"],"prefix":"10.1007","author":[{"given":"Juan J.","family":"Rodr\u00edguez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C\u00e9sar","family":"Garc\u00eda-Osorio","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jes\u00fas","family":"Maudes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 Francisco","family":"D\u00edez-Pastor","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"7_CR1","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Machine Learning (1993)"},{"key":"7_CR2","doi-asserted-by":"publisher","DOI":"10.1002\/0471660264","volume-title":"Combining Pattern Classifiers: Methods and Algorithms","author":"L.I. Kuncheva","year":"2004","unstructured":"Kuncheva, L.I.: Combining Pattern Classifiers: Methods and Algorithms. Wiley-Interscience, Hoboken (2004)"},{"key":"7_CR3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1613\/jair.63","volume":"2","author":"S.K. Murthy","year":"1994","unstructured":"Murthy, S.K., Kasif, S., Salzberg, S.: A system for induction of oblique decision trees. Journal of Artificial Intelligence Research\u00a02, 1\u201332 (1994)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"7_CR4","first-page":"45","volume":"19","author":"C.E. Brodley","year":"1995","unstructured":"Brodley, C.E., Utgoff, P.E.: Multivariate decision trees. Machine Learning\u00a019, 45\u201377 (1995)","journal-title":"Machine Learning"},{"key":"7_CR5","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1023\/B:MACH.0000027782.67192.13","volume":"55","author":"J. Gama","year":"2004","unstructured":"Gama, J.: Functional trees. Machine Learning\u00a055, 219\u2013250 (2004)","journal-title":"Machine Learning"},{"key":"7_CR6","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1007\/s10994-005-0466-3","volume":"59","author":"N. Landwehr","year":"2005","unstructured":"Landwehr, N., Hall, M., Frank, E.: Logistic model trees. Machine Learning\u00a059, 161\u2013205 (2005)","journal-title":"Machine Learning"},{"key":"7_CR7","doi-asserted-by":"publisher","first-page":"832","DOI":"10.1109\/34.709601","volume":"20","author":"T.K. Ho","year":"1998","unstructured":"Ho, T.K.: The random space method for constructing decision forests. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a020, 832\u2013844 (1998)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"7_CR8","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1006\/jcss.1997.1504","volume":"55","author":"Y. Freund","year":"1997","unstructured":"Freund, Y., Schapire, R.E.: A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences\u00a055, 119\u2013139 (1997)","journal-title":"Journal of Computer and System Sciences"},{"key":"7_CR9","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, 1619\u20131630 (2006)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"7_CR10","doi-asserted-by":"crossref","unstructured":"Gashler, M., Giraud-Carrier, C., Martinez, T.: Decision tree ensemble: Small heterogeneous is better than large homogeneous. In: Seventh International Conference on Machine Learning and Applications, ICMLA 2008, pp. 900\u2013905 (2008)","DOI":"10.1109\/ICMLA.2008.154"},{"key":"7_CR11","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1007\/s10044-002-0181-7","volume":"6","author":"K. Tumer","year":"2003","unstructured":"Tumer, K., Oza, N.C.: Input decimated ensembles. Pattern Anal. Applic.\u00a06, 65\u201377 (2003)","journal-title":"Pattern Anal. Applic."},{"key":"7_CR12","first-page":"1","volume":"8","author":"N. Garc\u00eda-Pedrajas","year":"2007","unstructured":"Garc\u00eda-Pedrajas, N., Garc\u00eda-Osorio, C., Fyfe, C.: Nonlinear boosting projections for ensemble construction. Journal of Machine Learning Research\u00a08, 1\u201333 (2007)","journal-title":"Journal of Machine Learning Research"},{"key":"7_CR13","series-title":"LNBIP","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1007\/978-3-642-01347-8_26","volume-title":"Enterprise Information Systems 11th International Conference Proceedings","author":"A. Schclar","year":"2009","unstructured":"Schclar, A., Rokach, L.: Random projection ensemble classifiers. In: Enterprise Information Systems 11th International Conference Proceedings. LNBIP, vol.\u00a024, pp. 309\u2013316. Springer, Heidelberg (2009)"},{"key":"7_CR14","volume-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"I.H. Witten","year":"2005","unstructured":"Witten, I.H., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques, 2nd edn. Morgan Kaufmann, San Francisco (2005), http:\/\/www.cs.waikato.ac.nz\/ml\/weka","edition":"2"},{"key":"7_CR15","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1214\/aos\/1016218223","volume":"38","author":"J. Friedman","year":"2000","unstructured":"Friedman, J., Hastie, T., Tibshirani, R.: Additive logistic regression: a statistical view of boosting. The Annals of Statistics\u00a038, 337\u2013374 (2000)","journal-title":"The Annals of Statistics"},{"key":"7_CR16","unstructured":"Asuncion, A., Newman, D.: UCI machine learning repository (2007), http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"key":"7_CR17","doi-asserted-by":"publisher","first-page":"1895","DOI":"10.1162\/089976698300017197","volume":"10","author":"T.G. Dietterich","year":"1998","unstructured":"Dietterich, T.G.: Approximate statistical test for comparing supervised classification learning algorithms. Neural Computation\u00a010, 1895\u20131923 (1998)","journal-title":"Neural Computation"},{"key":"7_CR18","first-page":"1","volume":"7","author":"J. Dem\u0161ar","year":"2006","unstructured":"Dem\u0161ar, J.: Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research\u00a07, 1\u201330 (2006)","journal-title":"Journal of Machine Learning Research"},{"key":"7_CR19","first-page":"211","volume-title":"Proc. 14th International Conference on Machine Learning","author":"D.D. Margineantu","year":"1997","unstructured":"Margineantu, D.D., Dietterich, T.G.: Pruning adaptive boosting. In: Proc. 14th International Conference on Machine Learning, pp. 211\u2013218. Morgan Kaufmann, San Francisco (1997)"},{"key":"7_CR20","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1016\/j.patrec.2009.09.015","volume":"31","author":"J.J. Rodr\u00edguez","year":"2010","unstructured":"Rodr\u00edguez, J.J., Garc\u00eda-Osorio, C., Maudes, J.: Forests of nested dichotomies. Pattern Recognition Letters\u00a031, 125\u2013132 (2010)","journal-title":"Pattern Recognition Letters"}],"container-title":["Lecture Notes in Computer Science","Multiple Classifier Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-12127-2_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T16:27:03Z","timestamp":1558974423000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-12127-2_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642121265","9783642121272"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-12127-2_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}