{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T03:40:54Z","timestamp":1780630854188,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":17,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,9,2]],"date-time":"2020-09-02T00:00:00Z","timestamp":1599004800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,9,2]]},"DOI":"10.1145\/3411408.3411422","type":"proceedings-article","created":{"date-parts":[[2020,9,1]],"date-time":"2020-09-01T10:25:15Z","timestamp":1598955915000},"page":"56-59","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Multivariate two-sample hypothesis testing through AUC maximization for biomedical applications"],"prefix":"10.1145","author":[{"given":"Ioannis","family":"Bargiotas","sequence":"first","affiliation":[{"name":"Universit\u00e9 de Paris - CNRS - SSA - ENS Paris Saclay, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Argyris","family":"Kalogeratos","sequence":"additional","affiliation":[{"name":"Universit\u00e9 de Paris - CNRS - SSA - ENS Paris Saclay, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Myrto","family":"Limnios","sequence":"additional","affiliation":[{"name":"Universit\u00e9 de Paris - CNRS - SSA - ENS Paris Saclay, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pierre-Paul","family":"Vidal","sequence":"additional","affiliation":[{"name":"Dianzi University, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Damien","family":"Ricard","sequence":"additional","affiliation":[{"name":"HIA Percy Service de Sant\u00e9 des Arm\u00e9es, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nicolas","family":"Vayatis","sequence":"additional","affiliation":[{"name":"Universit\u00e9 de Paris - CNRS - SSA - ENS Paris Saclay, France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2020,9,2]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"393","article-title":"Generalization bounds for the area under the ROC curve","author":"Agarwal S.","year":"2005","unstructured":"S. Agarwal , T. Graepel , R. Herbrich , S. Har-Peled , and D. Roth . 2005 . Generalization bounds for the area under the ROC curve . Journal of Machine Learning Research 6 , Apr (2005), 393 \u2013 425 . S. Agarwal, T. Graepel, R. Herbrich, S. Har-Peled, and D. Roth. 2005. Generalization bounds for the area under the ROC curve. Journal of Machine Learning Research 6, Apr (2005), 393\u2013425.","journal-title":"Journal of Machine Learning Research 6"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.3390\/s16081208"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"e_1_3_2_1_4_1","volume-title":"Int. Conf. on Comp. Learning Theory. 1\u201315","author":"Cl\u00e9men\u00e7on S.","unstructured":"S. Cl\u00e9men\u00e7on , G. Lugosi , and N. Vayatis . 2005. Ranking and scoring using empirical risk minimization . In Int. Conf. on Comp. Learning Theory. 1\u201315 . S. Cl\u00e9men\u00e7on, G. Lugosi, and N. Vayatis. 2005. Ranking and scoring using empirical risk minimization. In Int. Conf. on Comp. Learning Theory. 1\u201315."},{"key":"e_1_3_2_1_5_1","unstructured":"C. Cortes and M. Mohri. 2004. AUC optimization vs. error rate minimization. In Advances in Neural Information Processing Systems. 313\u2013320.  C. Cortes and M. Mohri. 2004. AUC optimization vs. error rate minimization. In Advances in Neural Information Processing Systems. 313\u2013320."},{"key":"e_1_3_2_1_6_1","volume-title":"Int. Conf. on Machine Learning. ACM, 233\u2013240","author":"Davis J.","unstructured":"J. Davis and M. Goadrich . 2006. The relationship between Precision-Recall and ROC curves . In Int. Conf. on Machine Learning. ACM, 233\u2013240 . J. Davis and M. Goadrich. 2006. The relationship between Precision-Recall and ROC curves. In Int. Conf. on Machine Learning. ACM, 233\u2013240."},{"key":"e_1_3_2_1_7_1","unstructured":"J.A. Doornik and H. Hansen. 1996. Out-of-bag estimation. Technical Report. Dept. of Statistics Univ. of California Berkeley.  J.A. Doornik and H. Hansen. 1996. Out-of-bag estimation. Technical Report. Dept. of Statistics Univ. of California Berkeley."},{"key":"e_1_3_2_1_8_1","volume-title":"Do multiple outcome measures require p-value adjustment?BMC Medical Research Methodology 2, 1","author":"Feise R.J.","year":"2002","unstructured":"R.J. Feise . 2002. Do multiple outcome measures require p-value adjustment?BMC Medical Research Methodology 2, 1 ( 2002 ), 8. R.J. Feise. 2002. Do multiple outcome measures require p-value adjustment?BMC Medical Research Methodology 2, 1 (2002), 8."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2010.03.014"},{"key":"e_1_3_2_1_10_1","volume-title":"Journal of Machine Learning Research","author":"Gretton A.","year":"2012","unstructured":"A. Gretton , K.M. Borgwardt , M.J. Rasch , B. Sch\u00f6lkopf , and A. Smola . 2012. A kernel two-sample test . Journal of Machine Learning Research 13, Mar ( 2012 ), 723\u2013773. A. Gretton, K.M. Borgwardt, M.J. Rasch, B. Sch\u00f6lkopf, and A. Smola. 2012. A kernel two-sample test. Journal of Machine Learning Research 13, Mar (2012), 723\u2013773."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.0b013e3181e7b688"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.3390\/s141018244"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.gaitpost.2012.04.010"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1093\/ageing\/afh218"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.11613\/BM.2015.001"},{"key":"e_1_3_2_1_16_1","unstructured":"N. Vayatis M. Depecker and S.J. Cl\u00e9men\u00e7con. 2009. AUC optimization and the two-sample problem. In Advances in Neural Information Processing Systems. 360\u2013368.  N. Vayatis M. Depecker and S.J. Cl\u00e9men\u00e7con. 2009. AUC optimization and the two-sample problem. In Advances in Neural Information Processing Systems. 360\u2013368."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1093\/geront\/46.3.367"}],"event":{"name":"SETN 2020: 11th Hellenic Conference on Artificial Intelligence","location":"Athens Greece","acronym":"SETN 2020"},"container-title":["11th Hellenic Conference on Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3411408.3411422","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3411408.3411422","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:01:28Z","timestamp":1750197688000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3411408.3411422"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,2]]},"references-count":17,"alternative-id":["10.1145\/3411408.3411422","10.1145\/3411408"],"URL":"https:\/\/doi.org\/10.1145\/3411408.3411422","relation":{},"subject":[],"published":{"date-parts":[[2020,9,2]]},"assertion":[{"value":"2020-09-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}