{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T21:12:02Z","timestamp":1725484322258},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642380662"},{"type":"electronic","value":"9783642380679"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-38067-9_34","type":"book-chapter","created":{"date-parts":[[2013,4,15]],"date-time":"2013-04-15T21:08:03Z","timestamp":1366060083000},"page":"386-397","source":"Crossref","is-referenced-by-count":1,"title":["ECOC Matrix Pruning Using Accuracy Information"],"prefix":"10.1007","author":[{"given":"Cemre","family":"Zor","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Terry","family":"Windeatt","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Josef","family":"Kittler","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"34_CR1","first-page":"113","volume":"1","author":"E.L. Allwein","year":"2000","unstructured":"Allwein, E.L., Schapire, R.E., Singer, Y.: Reducing multiclass to binary: A unifying approach for margin classifiers. JMLR\u00a01, 113\u2013141 (2000)","journal-title":"JMLR"},{"key":"34_CR2","unstructured":"Asuncion, A., Newman, D.: UCI machine learning repository (2007), \n                  \n                    http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"issue":"1","key":"34_CR3","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(1), 5\u201332 (2001)","journal-title":"Machine Learning"},{"issue":"4","key":"34_CR4","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1007\/s10852-005-9020-3","volume":"5","author":"A. Chandra","year":"2006","unstructured":"Chandra, A., Yao, X.: Ensemble learning using multi-objective evolutionary algorithms. J. Math. Model. Algorithms\u00a05(4), 417\u2013445 (2006)","journal-title":"J. Math. Model. Algorithms"},{"key":"34_CR5","first-page":"1","volume":"7","author":"J. Demsar","year":"2006","unstructured":"Demsar, J.: Statistical comparisons of classifiers over multiple data sets. JMLR\u00a07, 1\u201330 (2006)","journal-title":"JMLR"},{"key":"34_CR6","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1613\/jair.105","volume":"2","author":"T.G. Dietterich","year":"1995","unstructured":"Dietterich, T.G., Bakiri, G.: Solving multiclass learning problems via error-correcting output codes. J. Artif. Intell. Res. (JAIR)\u00a02, 263\u2013286 (1995)","journal-title":"J. Artif. Intell. Res. (JAIR)"},{"issue":"2","key":"34_CR7","doi-asserted-by":"publisher","first-page":"364","DOI":"10.1109\/TPAMI.2008.204","volume":"31","author":"D. Hernandez-Lobato","year":"2009","unstructured":"Hernandez-Lobato, D., Martinez-Munoz, G., Suarez, A.: Statistical instance-based pruning in ensembles of independent classifiers. IEEE Trans. Pattern Anal. Mach. Intell.\u00a031(2), 364\u2013369 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"34_CR8","doi-asserted-by":"crossref","unstructured":"James, G., Hastie, T.: The error coding method and picts (1998)","DOI":"10.2307\/1390710"},{"key":"34_CR9","unstructured":"Margineantu, D.D., Dietterich, T.G.: Pruning adaptive boosting. In: International Conference on Machine Learning, pp. 211\u2013218 (1997)"},{"issue":"2","key":"34_CR10","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1109\/TPAMI.2008.78","volume":"31","author":"G. Martinez-Munoz","year":"2009","unstructured":"Martinez-Munoz, G., Hernandez-Lobato, D., Suarez, A.: An analysis of ensemble pruning techniques based on ordered aggregation. IEEE Trans. Pattern Anal. Mach. Intell.\u00a031(2), 245\u2013259 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"34_CR11","unstructured":"Martinez-Munoz, G., Suarez, A.: Aggregation ordering in bagging. In: Proc. of the IASTED ICAIA, pp. 258\u2013263. Acta Press (2004)"},{"key":"34_CR12","doi-asserted-by":"publisher","first-page":"156","DOI":"10.1016\/j.patrec.2006.06.018","volume":"28","author":"G. Martinez-Munoz","year":"2007","unstructured":"Martinez-Munoz, G., Suarez, A.: Using boosting to prune bagging ensembles. Pattern Recognition Letters\u00a028, 156\u2013165 (2007)","journal-title":"Pattern Recognition Letters"},{"key":"34_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"104","DOI":"10.1007\/978-3-642-12127-2_11","volume-title":"Multiple Classifier Systems","author":"V. Soto","year":"2010","unstructured":"Soto, V., Mart\u00ednez-Mu\u00f1oz, G., Hern\u00e1ndez-Lobato, D., Su\u00e1rez, A.: A double pruning algorithm for classification ensembles. In: El Gayar, N., Kittler, J., Roli, F. (eds.) MCS 2010. LNCS, vol.\u00a05997, pp. 104\u2013113. Springer, Heidelberg (2010)"},{"key":"34_CR14","unstructured":"Tsoumakas, G., Partalas, I., Vlahavas, I.: A taxonomy and short review of ensemble selection. In: ECAI 2008, Workshop SUEMA (2008)"},{"key":"34_CR15","doi-asserted-by":"crossref","unstructured":"Ulas, A., Yildiz, O.T., Alpaydin, E.: Cost-conscious comparison of supervised learning algorithms over multiple data sets. Pattern Recognition (2011)","DOI":"10.1016\/j.patcog.2011.10.005"},{"issue":"1","key":"34_CR16","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1016\/S1566-2535(02)00101-X","volume":"4","author":"T. Windeatt","year":"2003","unstructured":"Windeatt, T., Ghaderi, R.: Coding and decoding strategies for multi-class learning problems. Information Fusion\u00a04(1), 11\u201321 (2003)","journal-title":"Information Fusion"},{"key":"34_CR17","first-page":"1315","volume":"7","author":"Y. Zhang","year":"2006","unstructured":"Zhang, Y., Burer, S., Street, W.N.: Ensemble pruning via semi-definite programming. JMLR\u00a07, 1315\u20131338 (2006)","journal-title":"JMLR"},{"key":"34_CR18","doi-asserted-by":"crossref","DOI":"10.1201\/b12207","volume-title":"Ensemble Methods: Foundations and Algorithms","author":"Z.H. Zhou","year":"2012","unstructured":"Zhou, Z.H.: Ensemble Methods: Foundations and Algorithms, 1st edn. CRC Press, Boca Raton (2012)","edition":"1"}],"container-title":["Lecture Notes in Computer Science","Multiple Classifier Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-38067-9_34","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,12]],"date-time":"2019-05-12T05:32:01Z","timestamp":1557639121000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-38067-9_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642380662","9783642380679"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-38067-9_34","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}