{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T05:29:38Z","timestamp":1725600578934},"publisher-location":"Berlin, Heidelberg","reference-count":11,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642236716"},{"type":"electronic","value":"9783642236723"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"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":[[2011]]},"DOI":"10.1007\/978-3-642-23672-3_68","type":"book-chapter","created":{"date-parts":[[2011,8,12]],"date-time":"2011-08-12T09:28:27Z","timestamp":1313141307000},"page":"563-570","source":"Crossref","is-referenced-by-count":0,"title":["A New Ensemble-Based Cascaded Framework for Multiclass Training with Simple Weak Learners"],"prefix":"10.1007","author":[{"given":"Teo","family":"Susnjak","sequence":"first","affiliation":[]},{"given":"Andre","family":"Barczak","sequence":"additional","affiliation":[]},{"given":"Napoleon","family":"Reyes","sequence":"additional","affiliation":[]},{"given":"Ken","family":"Hawick","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"68_CR1","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1007\/s10462-009-9114-9","volume":"30","author":"A.C. Lorena","year":"2008","unstructured":"Lorena, A.C., Carvalho, A.C., Gama, J.a.M.: A review on the combination of binary classifiers in multiclass problems. Artif. Intell. Rev.\u00a030, 19\u201337 (2008)","journal-title":"Artif. Intell. Rev."},{"key":"68_CR2","doi-asserted-by":"crossref","unstructured":"Verschae, R., del Solar, J.R.: Coarse-to-fine multiclass nested cascades for object detection. In: International Conference on Pattern Recognition, pp. 344\u2013347 (2010)","DOI":"10.1109\/ICPR.2010.93"},{"key":"68_CR3","first-page":"569","volume-title":"Proc. of the 23rd Int. Con. on Machine Learning, ICML 2006","author":"L. Li","year":"2006","unstructured":"Li, L.: Multiclass boosting with repartitioning. In: Proc. of the 23rd Int. Con. on Machine Learning, ICML 2006, pp. 569\u2013576. ACM, NY (2006)"},{"key":"68_CR4","first-page":"113","volume":"1","author":"E.L. Allwein","year":"2001","unstructured":"Allwein, E.L., Schapire, R.E., Singer, Y.: Reducing multiclass to binary: a unifying approach for margin classifiers. J. Mach. Learn. Res.\u00a01, 113\u2013141 (2001)","journal-title":"J. Mach. Learn. Res."},{"key":"68_CR5","doi-asserted-by":"crossref","unstructured":"Dietterich, T.G., Bakiri, G.: Solving multiclass learning problems via error-correcting output codes. CoRR cs.AI\/9501101 (1995)","DOI":"10.1613\/jair.105"},{"key":"68_CR6","first-page":"145","volume-title":"Proc. of the 12th Ann. Conf. on Comput. Learn. Theory, COLT 1999","author":"V. Guruswami","year":"1999","unstructured":"Guruswami, V., Sahai, A.: Multiclass learning, boosting, and error-correcting codes. In: Proc. of the 12th Ann. Conf. on Comput. Learn. Theory, COLT 1999, pp. 145\u2013155. ACM, New York (1999)"},{"key":"68_CR7","unstructured":"Freund, Y., Schapire, R.: Experiments with a new boosting algorithm. In: Proceedings of the 13th International Conference in Machine Learning, pp. 148\u2013156 (1996)"},{"issue":"1","key":"68_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(1), 119\u2013139 (1997)","journal-title":"Journal of Computer and System Sciences"},{"key":"68_CR9","first-page":"747","volume-title":"Proc. of the 8th Int. Con. on Computer Vision (ICCV 2001)","author":"P. Viola","year":"2001","unstructured":"Viola, P., Jones, M.: Robust real-time face detection. In: Proc. of the 8th Int. Con. on Computer Vision (ICCV 2001), p. 747. IEEE Computer Society, Los Alamitos (2001)"},{"key":"68_CR10","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1023\/A:1007614523901","volume":"37","author":"R.E. Schapire","year":"1999","unstructured":"Schapire, R.E., Singer, Y.: Improved boosting algorithms using confidence-rated predictions. Machine Learning\u00a037, 297\u2013336 (1999)","journal-title":"Machine Learning"},{"key":"68_CR11","first-page":"189","volume":"6","author":"G. Eibl","year":"2005","unstructured":"Eibl, G., Pfeiffer, K.P.: Multiclass boosting for weak classifiers. J. Mach. Learn. Res.\u00a06, 189\u2013210 (2005)","journal-title":"J. Mach. Learn. Res."}],"container-title":["Lecture Notes in Computer Science","Computer Analysis of Images and Patterns"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-23672-3_68","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,14]],"date-time":"2019-06-14T01:05:08Z","timestamp":1560474308000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-23672-3_68"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642236716","9783642236723"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-23672-3_68","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}