{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:20:42Z","timestamp":1750306842641,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2013,12,2]],"date-time":"2013-12-02T00:00:00Z","timestamp":1385942400000},"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":[[2013,12,2]]},"DOI":"10.1145\/2542652.2542659","type":"proceedings-article","created":{"date-parts":[[2014,1,2]],"date-time":"2014-01-02T13:09:53Z","timestamp":1388668193000},"page":"1-2","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["From Association Analysis to Causal Discovery"],"prefix":"10.1145","author":[{"given":"Jiuyong","family":"Li","sequence":"first","affiliation":[{"name":"School of Information Technology and Mathematical Sciences, University of South Australia, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2013,12,2]]},"reference":[{"issue":"2","key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1111\/j.2517-6161.1964.tb00564.x","article-title":"The detection of partial association, I: the 2x2 case","volume":"26","author":"Birch M. W.","year":"1964","journal-title":"Journal of the Royal Statistical Society"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009787925236"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"A. M. Euser C. Zoccali K. J. Jager and F. W. Dekker. Cohort studies: prospective versus retrospective. Nephron Clinical practice 113(3) 2009. A. M. Euser C. Zoccali K. J. Jager and F. W. Dekker. Cohort studies: prospective versus retrospective. Nephron Clinical practice 113(3) 2009.","DOI":"10.1159\/000235241"},{"key":"e_1_3_2_1_4_1","unstructured":"I. Guyon D. Janzing and B. Sch\u00f6lkopf. Causality: Objectives and assessment. Journal of Machine Learning Research - Proceedings Track 6:1--42 2010. I. Guyon D. Janzing and B. Sch\u00f6lkopf. Causality: Objectives and assessment. Journal of Machine Learning Research - Proceedings Track 6:1--42 2010."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-011-0432-2"},{"key":"e_1_3_2_1_6_1","unstructured":"J. Han M. Kamber and J. Pei. Data Mining: Concepts and Techniques. Morgan Kaufmann Publishers Inc. San Francisco CA USA third edition 2011. J. Han M. Kamber and J. Pei. Data Mining: Concepts and Techniques. Morgan Kaufmann Publishers Inc. San Francisco CA USA third edition 2011."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1177\/003591576505800503"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.36"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2006.10.059"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2013.88"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.14778\/2078324.2078330"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth0410-247"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1214\/09-AOS685"},{"issue":"4","key":"e_1_3_2_1_14_1","first-page":"719","article-title":"Statistical aspects of the analysis of data from retrospective studies of disease","volume":"22","author":"Mantel N.","year":"1959","journal-title":"Journal of the National Cancer Institute"},{"volume-title":"Cambridge University Press","year":"2000","author":"Pearl J.","key":"e_1_3_2_1_15_1"},{"key":"e_1_3_2_1_16_1","unstructured":"W. R. Shadish T. D. Cook and D. T. Campbell. Experimental and Quasi-Experimental Designs for Generalized Causal Inference. Houghton Mifflin 2 edition 2001. W. R. Shadish T. D. Cook and D. T. Campbell. Experimental and Quasi-Experimental Designs for Generalized Causal Inference. Houghton Mifflin 2 edition 2001."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009891813863"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.5555\/1756006.1859905"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"P. Spirtes C. Glymour and R. Scheines. Causation Prediction and Search. MIT Press Cambridge MA USA second edition 2000. P. Spirtes C. Glymour and R. Scheines. Causation Prediction and Search. MIT Press Cambridge MA USA second edition 2000.","DOI":"10.7551\/mitpress\/1754.001.0001"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0306-4379(03)00072-3"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-008-5045-y"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-008-5046-x"}],"event":{"name":"MLSDA '13: Workshop on Machine Learning for Sensory Data Analysis","sponsor":["Dept. of Information Science, Univ.of Otago Department of Information Science, University of Otago, Dunedin, New Zealand"],"location":"Dunedin New Zealand","acronym":"MLSDA '13"},"container-title":["Proceedings of Workshop on Machine Learning for Sensory Data Analysis"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2542652.2542659","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2542652.2542659","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T08:10:07Z","timestamp":1750234207000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2542652.2542659"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,12,2]]},"references-count":22,"alternative-id":["10.1145\/2542652.2542659","10.1145\/2542652"],"URL":"https:\/\/doi.org\/10.1145\/2542652.2542659","relation":{},"subject":[],"published":{"date-parts":[[2013,12,2]]},"assertion":[{"value":"2013-12-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}