{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T21:33:57Z","timestamp":1729632837972,"version":"3.28.0"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,7]]},"DOI":"10.1109\/ijcnn.2015.7280768","type":"proceedings-article","created":{"date-parts":[[2015,10,1]],"date-time":"2015-10-01T17:48:02Z","timestamp":1443721682000},"page":"1-8","source":"Crossref","is-referenced-by-count":9,"title":["A pragmatic approach to multi-class classification"],"prefix":"10.1109","author":[{"given":"Thomas","family":"Kopinski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephane","family":"Magand","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Uwe","family":"Handmann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexander","family":"Gepperth","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Another approach to polychotomous classification","author":"friedman","year":"1996","journal-title":"Department of Statistics Stanford University Tech Rep"},{"key":"ref11","first-page":"98","article-title":"Support vector machines for multi-class classification","author":"mayoraz","year":"1998","journal-title":"IDIAP tech report"},{"key":"ref12","first-page":"255","article-title":"Pairwise classification and support vector machines","author":"kreel","year":"1999","journal-title":"Advances in Kernel Methods Support Vector Learning"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1028144844"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0026686"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45665-1_25"},{"key":"ref16","first-page":"721","article-title":"Round robin classification","volume":"2","author":"f\u00fcrnkranz","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(03)00435-1"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"283","DOI":"10.2498\/cit.2006.04.03","article-title":"Dendogram-based svm for multi-class classification","volume":"14","author":"deslem","year":"2006","journal-title":"Journal of Computing and Information Technology - CIT"},{"key":"ref19","first-page":"547","article-title":"Large margin dags for multiclass classification","author":"platt","year":"2000","journal-title":"NIPS"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1198\/016214504000000098"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013637720281"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2004.1379940"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015341"},{"key":"ref8","first-page":"252","article-title":"Extracting support data for a given task","author":"schlkopf","year":"1995"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1198\/106186005X25619"},{"article-title":"Svm multiclasses, theorie et applications (in french)","year":"2007","author":"guermeur","key":"ref2"},{"journal-title":"Pattern Recognition and Machine Learning","year":"2006","author":"bishop","key":"ref1"},{"key":"ref9","first-page":"101","article-title":"In defense of one-vs-all classification","volume":"5","author":"rifkin","year":"2003","journal-title":"Journal of Machine Learning Research"},{"key":"ref20","first-page":"61","article-title":"Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods","volume":"10","author":"platt","year":"1999","journal-title":"Advances in Large Margin Classifiers"},{"key":"ref22","article-title":"Implementation of a fast artificial neural network library (fann)","volume":"31","author":"nissen","year":"2003","journal-title":"Report Department of Computer Science University of Copenhagen (DIKU)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-11179-7_30"},{"key":"ref23","first-page":"306","article-title":"Gradient-based learning applied to document recognition","author":"lecun","year":"2001","journal-title":"Intelligent Signal Processing"}],"event":{"name":"2015 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2015,7,12]]},"location":"Killarney, Ireland","end":{"date-parts":[[2015,7,17]]}},"container-title":["2015 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7256526\/7280295\/07280768.pdf?arnumber=7280768","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T16:36:52Z","timestamp":1498235812000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7280768\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,7]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2015.7280768","relation":{},"subject":[],"published":{"date-parts":[[2015,7]]}}}