{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T17:55:11Z","timestamp":1725558911779},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642140488"},{"type":"electronic","value":"9783642140495"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-14049-5_13","type":"book-chapter","created":{"date-parts":[[2010,6,29]],"date-time":"2010-06-29T10:44:45Z","timestamp":1277808285000},"page":"119-128","source":"Crossref","is-referenced-by-count":7,"title":["Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels"],"prefix":"10.1007","author":[{"given":"Zoulficar","family":"Younes","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fahed","family":"abdallah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thierry","family":"Den\u0153ux","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"9","key":"13_CR1","doi-asserted-by":"publisher","first-page":"1757","DOI":"10.1016\/j.patcog.2004.03.009","volume":"37","author":"M.R. Boutell","year":"2004","unstructured":"Boutell, M.R., Luo, J., Shen, X., Brown, C.M.: Learning multi-label scene classification. Pattern Recognition\u00a037(9), 1757\u20131771 (2004)","journal-title":"Pattern Recognition"},{"issue":"5","key":"13_CR2","doi-asserted-by":"publisher","first-page":"804","DOI":"10.1109\/21.376493","volume":"25","author":"T. Den\u0153ux","year":"1995","unstructured":"Den\u0153ux, T.: A k-nearest neighbor classification rule based on Dempster-Shafer theory. IEEE Trans. on Systems, Man and Cybernetics\u00a025(5), 804\u2013813 (1995)","journal-title":"IEEE Trans. on Systems, Man and Cybernetics"},{"issue":"6","key":"13_CR3","doi-asserted-by":"publisher","first-page":"1395","DOI":"10.1109\/TSMCB.2006.877795","volume":"36","author":"T. Den\u0153ux","year":"2006","unstructured":"Den\u0153ux, T., Smets, P.: Classification using Belief Functions, the Relationship between the Case-based and Model-based Approaches. IEEE Trans. on Systems, Man and Cybernetics B\u00a036(6), 1395\u20131406 (2006)","journal-title":"IEEE Trans. on Systems, Man and Cybernetics B"},{"issue":"7-8","key":"13_CR4","doi-asserted-by":"publisher","first-page":"479","DOI":"10.1016\/j.artint.2010.02.002","volume":"174","author":"T. Den\u0153ux","year":"2010","unstructured":"Den\u0153ux, T., Younes, Z., Abdallah, F.: Representing uncertainty on set-valued variables using belief functions. Artificial Intelligence\u00a0174(7-8), 479\u2013499 (2010)","journal-title":"Artificial Intelligence"},{"key":"13_CR5","first-page":"681","volume":"14","author":"A. Elisseeff","year":"2002","unstructured":"Elisseeff, A., Weston, J.: Kernel methods for multi-labelled classification and categorical regression problems. Advances in Neural Information Processing Systems\u00a014, 681\u2013687 (2002)","journal-title":"Advances in Neural Information Processing Systems"},{"issue":"2","key":"13_CR6","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1007\/s10994-008-5064-8","volume":"73","author":"J. F\u00fcrnkranz","year":"2008","unstructured":"F\u00fcrnkranz, J., H\u00fcllermeier, E., Loza Menca, E., Brinker, K.: Multilabel classification via calibrated label ranking. Machine Learning\u00a073(2), 133\u2013153 (2008)","journal-title":"Machine Learning"},{"issue":"5","key":"13_CR7","doi-asserted-by":"publisher","first-page":"447","DOI":"10.1109\/34.55104","volume":"12","author":"P. Smets","year":"1990","unstructured":"Smets, P.: The combination of evidence in the Transferable Belief Model. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a012(5), 447\u2013458 (1990)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"issue":"3","key":"13_CR8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/jdwm.2007070101","volume":"3","author":"G. Tsoumakas","year":"2007","unstructured":"Tsoumakas, G., Katakis, I.: Multi-Label Classification: An Overview. International Journal of Data Warehousing and Mining\u00a03(3), 1\u201313 (2007)","journal-title":"International Journal of Data Warehousing and Mining"},{"key":"13_CR9","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"406","DOI":"10.1007\/978-3-540-74958-5_38","volume-title":"Machine Learning: ECML 2007","author":"G. Tsoumakas","year":"2007","unstructured":"Tsoumakas, G., Vlahavas, I.: Random k-Labelsets: An Ensemble Method for Multilabel 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. 406\u2013417. Springer, Heidelberg (2007)"},{"key":"13_CR10","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1007\/978-3-642-04388-8_23","volume-title":"Scalable Uncertainty Management","author":"Z. Younes","year":"2009","unstructured":"Younes, Z., Abdallah, F., Den\u0153ux, T.: An Evidence-Theoretic k-Nearest Neighbor Rule for Multi-Label Classification. In: Godo, L., Pugliese, A. (eds.) SUM 2009. LNCS (LNAI), vol.\u00a05785, pp. 297\u2013308. Springer, Heidelberg (2009)"},{"key":"13_CR11","unstructured":"Younes, Z., Abdallah, F., Den\u0153ux, T.: Multi-label classification algorithm derived from k-nearest neighbor rule with label dependencies. In: Proc. of the 16th European Signal Processing Conference, Lausanne, Switzerland, August 25-29 (2008)"},{"issue":"2","key":"13_CR12","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1007\/s11063-009-9095-3","volume":"29","author":"M.-L. Zhang","year":"2009","unstructured":"Zhang, M.-L.: ML-RBF: RBF neural networks for multi-label learning. Neural Processing Letters\u00a029(2), 61\u201374 (2009)","journal-title":"Neural Processing Letters"},{"issue":"7","key":"13_CR13","doi-asserted-by":"publisher","first-page":"2038","DOI":"10.1016\/j.patcog.2006.12.019","volume":"40","author":"M.-L. Zhang","year":"2007","unstructured":"Zhang, M.-L., Zhou, Z.-H.: ML-KNN: A lazy learning approach to multi-label learning. Pattern Recognition\u00a040(7), 2038\u20133048 (2007)","journal-title":"Pattern Recognition"}],"container-title":["Lecture Notes in Computer Science","Computational Intelligence for Knowledge-Based Systems Design"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-14049-5_13.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T08:16:58Z","timestamp":1619770618000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-14049-5_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642140488","9783642140495"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-14049-5_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}