{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T15:40:06Z","timestamp":1771515606120,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":29,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T00:00:00Z","timestamp":1597881600000},"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":[[2020,8,23]]},"DOI":"10.1145\/3394486.3403193","type":"proceedings-article","created":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T23:18:56Z","timestamp":1597965536000},"page":"1404-1414","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Discovering Functional Dependencies from Mixed-Type Data"],"prefix":"10.1145","author":[{"given":"Panagiotis","family":"Mandros","sequence":"first","affiliation":[{"name":"Max Planck Institute for Informatics, Saarbr\u00fccken, Germany"}]},{"given":"David","family":"Kaltenpoth","sequence":"additional","affiliation":[{"name":"CISPA Helmholtz Center for Information Security, Saarbr\u00fccken, Germany"}]},{"given":"Mario","family":"Boley","sequence":"additional","affiliation":[{"name":"Monash University, Melbourne, Australia"}]},{"given":"Jilles","family":"Vreeken","sequence":"additional","affiliation":[{"name":"CISPA Helmholtz Center for Information Security, Saarbr\u00fccken, Germany"}]}],"member":"320","published-online":{"date-parts":[[2020,8,20]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"255","article-title":"KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework","volume":"17","author":"Alcal\u00e0-Fdez J.","year":"2011","unstructured":"J. Alcal\u00e0-Fdez , A. Fern\u00e0ndez , J. Luengo , J. Derrac , and S. Garc\u00eca . 2011 . KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework . J Mult-Valued Log S , Vol. 17 (2011), 255 -- 287 . J. Alcal\u00e0-Fdez, A. Fern\u00e0ndez, J. Luengo, J. Derrac, and S. Garc\u00eca. 2011. KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework. J Mult-Valued Log S, Vol. 17 (2011), 255--287.","journal-title":"J Mult-Valued Log S"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1214\/18-AOS1688"},{"key":"e_1_3_2_1_3_1","unstructured":"T. M. Cover and J. A. Thomas. 2006. Elements of Information Theory .Wiley-Interscience New York.  T. M. Cover and J. A. Thomas. 2006. Elements of Information Theory .Wiley-Interscience New York."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/18.761290"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-018-1238-7"},{"key":"e_1_3_2_1_6_1","unstructured":"S. Gao G. V. Steeg and A. Galstyan. 2015. Estimating Mutual Information by Local Gaussian Approximation. In UAI. 278--287.  S. Gao G. V. Steeg and A. Galstyan. 2015. Estimating Mutual Information by Local Gaussian Approximation. In UAI. 278--287."},{"key":"e_1_3_2_1_7_1","unstructured":"W. Gao S. Kannan S. Oh and P. Viswanath. 2017. Estimating Mutual Information for Discrete-Continuous Mixtures. In NIPS. 5988----5999.  W. Gao S. Kannan S. Oh and P. Viswanath. 2017. Estimating Mutual Information for Discrete-Continuous Mixtures. In NIPS. 5988----5999."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2003.10.006"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/aa57c2"},{"key":"e_1_3_2_1_10_1","volume-title":"The fourth paradigm: data-intensive scientific discovery","author":"Hey T.","unstructured":"T. Hey , S. Tansley , K. M. Tolle , and others. 2009. The fourth paradigm: data-intensive scientific discovery . Vol. 1 . Microsoft research Redmond, WA. T. Hey, S. Tansley, K. M. Tolle, and others. 2009. The fourth paradigm: data-intensive scientific discovery. Vol. 1. Microsoft research Redmond, WA."},{"key":"e_1_3_2_1_11_1","first-page":"5","article-title":"Minimax Estimation of Functionals of Discrete Distributions","volume":"61","author":"Jiao J.","year":"2015","unstructured":"J. Jiao , K. Venkat , Y. Han , and T. Weissman . 2015 . Minimax Estimation of Functionals of Discrete Distributions . IEEETIT , Vol. 61 , 5 (May 2015), 2835--2885. J. Jiao, K. Venkat, Y. Han, and T. Weissman. 2015. Minimax Estimation of Functionals of Discrete Distributions. IEEETIT, Vol. 61, 5 (May 2015), 2835--2885.","journal-title":"IEEETIT"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1309933111"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.69.066138"},{"key":"e_1_3_2_1_14_1","volume-title":"The chi-squared distribution","author":"Lancaster H.","unstructured":"H. Lancaster . 1969. The chi-squared distribution . Wiley . H. Lancaster. 1969. The chi-squared distribution. Wiley."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","unstructured":"P. Mandros M. Boley and J. Vreeken. 2017. Discovering reliable approximate functional dependencies. In KDD. 355--363.  P. Mandros M. Boley and J. Vreeken. 2017. Discovering reliable approximate functional dependencies. In KDD. 355--363.","DOI":"10.1145\/3097983.3098062"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","unstructured":"P. Mandros M. Boley and J. Vreeken. 2018. Discovering reliable dependencies from data: Hardness and improved algorithms. In ICDM. 317--326.  P. Mandros M. Boley and J. Vreeken. 2018. Discovering reliable dependencies from data: Hardness and improved algorithms. In ICDM. 317--326.","DOI":"10.1109\/ICDM.2018.00047"},{"key":"e_1_3_2_1_17_1","volume-title":"Reinventing discovery: the new era of networked science","author":"Nielsen M.","unstructured":"M. Nielsen . 2011. Reinventing discovery: the new era of networked science . Princeton University Press . M. Nielsen. 2011. Reinventing discovery: the new era of networked science .Princeton University Press."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2008.928251"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.14778\/2794367.2794377"},{"key":"e_1_3_2_1_20_1","volume-title":"An Efficient Algorithm for Computing Entropic Measures of Feature Subsets","author":"Pennerath F.","unstructured":"F. Pennerath . 2018. An Efficient Algorithm for Computing Entropic Measures of Feature Subsets . In ECML-PKDD. Springer , 483--499. F. Pennerath. 2018. An Efficient Algorithm for Computing Entropic Measures of Feature Subsets. In ECML-PKDD. Springer, 483--499."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1205438"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"S. Romano N. X. Vinh J. Bailey and K. Verspoor. 2016. A Framework to Adjust Dependency Measure Estimates for Chance. In SDM. 423--431.  S. Romano N. X. Vinh J. Bailey and K. Verspoor. 2016. A Framework to Adjust Dependency Measure Estimates for Chance. In SDM. 423--431.","DOI":"10.1137\/1.9781611974348.48"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-2789(98)00269-3"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2046077"},{"key":"e_1_3_2_1_25_1","unstructured":"M. Sugiyama and K. M. Borgwardt. 2013. Measuring Statistical Dependence via the Mutual Information Dimension. In IJCAI. 1692----1698.  M. Sugiyama and K. M. Borgwardt. 2013. Measuring Statistical Dependence via the Mutual Information Dimension. In IJCAI. 1692----1698."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"crossref","unstructured":"J. Suzuki. 2019. Mutual Information Estimation: Independence Detection and Consistency. In ISIT. 2514--2518.  J. Suzuki. 2019. Mutual Information Estimation: Independence Detection and Consistency. In ISIT. 2514--2518.","DOI":"10.1109\/ISIT.2019.8849612"},{"key":"e_1_3_2_1_27_1","unstructured":"I. Tsamardinos C. Aliferis A. Statnikov and E. Statnikov. 2003. Algorithms for Large Scale Markov Blanket Discovery. In FLAIRS. 376--380.  I. Tsamardinos C. Aliferis A. Statnikov and E. Statnikov. 2003. Algorithms for Large Scale Markov Blanket Discovery. In FLAIRS. 376--380."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"crossref","unstructured":"N. X. Vinh J. Chan and J. Bailey. 2014. Reconsidering mutual information based feature selection: A statistical significance view. In AAAI.  N. X. Vinh J. Chan and J. Bailey. 2014. Reconsidering mutual information based feature selection: A statistical significance view. In AAAI.","DOI":"10.1609\/aaai.v28i1.8953"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"crossref","unstructured":"N. X. Vinh J. Epps and J. Bailey. 2009. Information theoretic measures for clusterings comparison: is a correction for chance necessary?. In ICML. 1073--1080.  N. X. Vinh J. Epps and J. Bailey. 2009. Information theoretic measures for clusterings comparison: is a correction for chance necessary?. In ICML. 1073--1080.","DOI":"10.1145\/1553374.1553511"}],"event":{"name":"KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Virtual Event CA USA","acronym":"KDD '20","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403193","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394486.3403193","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:31:34Z","timestamp":1750195894000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403193"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,20]]},"references-count":29,"alternative-id":["10.1145\/3394486.3403193","10.1145\/3394486"],"URL":"https:\/\/doi.org\/10.1145\/3394486.3403193","relation":{},"subject":[],"published":{"date-parts":[[2020,8,20]]},"assertion":[{"value":"2020-08-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}