{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T11:42:46Z","timestamp":1725536566421},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642041730"},{"type":"electronic","value":"9783642041747"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"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":[[2009]]},"DOI":"10.1007\/978-3-642-04174-7_13","type":"book-chapter","created":{"date-parts":[[2009,8,26]],"date-time":"2009-08-26T20:52:46Z","timestamp":1251319966000},"page":"189-204","source":"Crossref","is-referenced-by-count":4,"title":["Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification"],"prefix":"10.1007","author":[{"given":"Sang-Hyeun","family":"Park","sequence":"first","affiliation":[]},{"given":"Johannes","family":"F\u00fcrnkranz","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"13_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. Journal of Machine Learning Research\u00a01, 113\u2013141 (2000)","journal-title":"Journal of Machine Learning Research"},{"key":"13_CR2","unstructured":"Asuncion, A., Newman, D.: UCI machine learning repository (2007)"},{"issue":"1","key":"13_CR3","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1016\/S0019-9958(60)90287-4","volume":"3","author":"R.C. Bose","year":"1960","unstructured":"Bose, R.C., Ray-Chaudhuri, D.K.: On a class of error correcting binary group codes. Information and Control\u00a03(1), 68\u201379 (1960)","journal-title":"Information and Control"},{"key":"13_CR4","first-page":"1393","volume":"8","author":"J.S. Cardoso","year":"2007","unstructured":"Cardoso, J.S., da Costa, J.F.P.: Learning to classify ordinal data: The data replication method. Journal of Machine Learning Research\u00a08, 1393\u20131429 (2007)","journal-title":"Journal of Machine Learning Research"},{"issue":"2-3","key":"13_CR5","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1023\/A:1013637720281","volume":"47","author":"K. Crammer","year":"2002","unstructured":"Crammer, K., Singer, Y.: On the learnability and design of output codes for multiclass problems. Machine Learning\u00a047(2-3), 201\u2013233 (2002)","journal-title":"Machine Learning"},{"key":"13_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. Journal of Artificial Intelligence Research\u00a02, 263\u2013286 (1995)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"13_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"753","DOI":"10.1007\/11892755_78","volume-title":"Progress in Pattern Recognition, Image Analysis and Applications","author":"S. Escalera","year":"2006","unstructured":"Escalera, S., Pujol, O., Radeva, P.: Decoding of ternary error correcting output codes. In: Mart\u00ednez-Trinidad, J.F., Carrasco Ochoa, J.A., Kittler, J. (eds.) CIARP 2006. LNCS, vol.\u00a04225, pp. 753\u2013763. Springer, Heidelberg (2006)"},{"key":"13_CR8","unstructured":"Friedman, J.H.: Another approach to polychotomous classification. Technical report, Department of Statistics, Stanford University, Stanford, CA (1996)"},{"key":"13_CR9","first-page":"721","volume":"2","author":"J. F\u00fcrnkranz","year":"2002","unstructured":"F\u00fcrnkranz, J.: Round robin classification. Journal of Machine Learning Research\u00a02, 721\u2013747 (2002)","journal-title":"Journal of Machine Learning Research"},{"key":"13_CR10","doi-asserted-by":"publisher","first-page":"1897","DOI":"10.1016\/j.artint.2008.08.002","volume":"172","author":"E. H\u00fcllermeier","year":"2008","unstructured":"H\u00fcllermeier, E., F\u00fcrnkranz, J., Cheng, W., Brinker, K.: Label ranking by learning pairwise preferences. Artificial Intelligence\u00a0172, 1897\u20131916 (2008)","journal-title":"Artificial Intelligence"},{"key":"13_CR11","series-title":"North-Holland Mathematical Library","volume-title":"The Theory of Error-Correcting Codes","author":"F.J. Macwilliams","year":"1983","unstructured":"Macwilliams, F.J., Sloane, N.J.A.: The Theory of Error-Correcting Codes. North-Holland Mathematical Library. North Holland, Amsterdam (1983)"},{"key":"13_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"658","DOI":"10.1007\/978-3-540-74958-5_65","volume-title":"Machine Learning: ECML 2007","author":"S.-H. Park","year":"2007","unstructured":"Park, S.-H., F\u00fcrnkranz, J.: Efficient pairwise classification. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladeni\u010d, D., Skowron, A. (eds.) ECML 2007. LNCS (LNAI), vol.\u00a04701, pp. 658\u2013665. Springer, Heidelberg (2007)"},{"key":"13_CR13","doi-asserted-by":"crossref","unstructured":"Park, S.-H., F\u00fcrnkranz, J.: Efficient decoding of ternary error-correcting output codes for multiclass classification. Technical Report TUD-KE-2009-01, TU Darmstadt, Knowledge Engineering Group (2009)","DOI":"10.1007\/978-3-642-04174-7_13"},{"issue":"3","key":"13_CR14","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1142\/S0218213008003984","volume":"17","author":"E. Pimenta","year":"2008","unstructured":"Pimenta, E., Gama, J., de Leon Ferreira de Carvalho, A.C.P.: The dimension of ECOCs for multiclass classification problems. International Journal on Artificial Intelligence Tools\u00a017(3), 433\u2013447 (2008)","journal-title":"International Journal on Artificial Intelligence Tools"},{"key":"13_CR15","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)","edition":"2"},{"key":"13_CR16","first-page":"975","volume":"5","author":"T.-F. Wu","year":"2004","unstructured":"Wu, T.-F., Lin, C.-J., Weng, R.C.: Probability estimates for multi-class classification by pairwise coupling. Journal of Machine Learning Research\u00a05, 975\u20131005 (2004)","journal-title":"Journal of Machine Learning Research"}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Knowledge Discovery in Databases"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-04174-7_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,22]],"date-time":"2019-05-22T01:57:36Z","timestamp":1558490256000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-04174-7_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642041730","9783642041747"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-04174-7_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}