{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T14:57:26Z","timestamp":1781621846112,"version":"3.54.5"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","award":["FA9453-18-1-0039"],"award-info":[{"award-number":["FA9453-18-1-0039"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-18-1-2306"],"award-info":[{"award-number":["N00014-18-1-2306"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Norwegian Research Council FRIPRO","award":["239844"],"award-info":[{"award-number":["239844"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/tpami.2019.2932976","type":"journal-article","created":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T00:20:38Z","timestamp":1565050838000},"page":"1-1","source":"Crossref","is-referenced-by-count":44,"title":["Multivariate Extension of Matrix-based Renyi's \u03b1-order Entropy Functional"],"prefix":"10.1109","author":[{"given":"Shujian","family":"Yu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luis Gonzalo","family":"Sanchez Giraldo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert","family":"Jenssen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jose C.","family":"Principe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","article-title":"Understanding convolutional neural networks with information theory: An initial exploration","author":"yu","year":"2018"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2012.2187434"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2585961"},{"key":"ref32","first-page":"1","article-title":"The randomized dependence coefficient","author":"lopez-paz","year":"2013","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref31","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"dem\u0161ar","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref30","article-title":"Distribution-free multiple comparisons","author":"nemenyi","year":"1963"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.2279179"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.846154"},{"key":"ref35","volume":"29","author":"landgrebe","year":"2005","journal-title":"Signal Theory Methods in Multispectral Remote Sensing"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/rs10010113"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2307\/27641890"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-3324-9"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289159"},{"key":"ref14","article-title":"Quantifying and visualizing attribute interactions","author":"jakulin","year":"2003"},{"key":"ref15","first-page":"921","article-title":"The co-information lattice","author":"bell","year":"2003","journal-title":"Proc Int Workshop Ind Component Anal Blind Signal Separation"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1119\/1.1937609"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/18.79902"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1147\/rd.41.0066"},{"key":"ref19","first-page":"1531","article-title":"Fast binary feature selection with conditional mutual information","volume":"5","author":"fleuret","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref28","first-page":"545","article-title":"Result analysis of the NIPS 2003 feature selection challenge","author":"guyon","year":"2005","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10827-013-0458-4"},{"key":"ref27","first-page":"2092","article-title":"Reconsidering mutual information based feature selection: A statistical significance view","author":"vinh","year":"2014","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2014.2370058"},{"key":"ref6","first-page":"27","article-title":"Conditional likelihood maximisation: A unifying framework for information theoretic feature selection","volume":"13","author":"brown","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref29","article-title":"Nonnegative decomposition of multivariate information","author":"williams","year":"2010"},{"key":"ref5","first-page":"164","article-title":"The information sieve","author":"ver steeg","year":"2016","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177704472"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-1570-2"},{"key":"ref2","first-page":"1","article-title":"$\\alpha$?-mutual information","author":"verd\u00fa","year":"2015","journal-title":"Proc Inf Theory Appl Workshop"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.1063\/1.4838856","article-title":"On quantum Rényi entropies: A new generalization and some properties","volume":"54","author":"m\u00fcller-lennert","year":"2013","journal-title":"J Math Physics"},{"key":"ref1","first-page":"547","article-title":"On measures of entropy and information","author":"r\u00e9nyi","year":"1961","journal-title":"Proc 4th Berkeley Symp Math Statist Probability"},{"key":"ref20","author":"mackay","year":"2003","journal-title":"Information Theory Inference and Learning Algorithms"},{"key":"ref22","first-page":"49","article-title":"A new perspective for information theoretic feature selection","author":"brown","year":"2009","journal-title":"Proc Int Conf Artif Intell Statist"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/72.298224"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.159"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3115\/1075527.1075574"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3136625"},{"key":"ref25","first-page":"687","article-title":"Data visualization and feature selection: New algorithms for nongaussian data","author":"yang","year":"2000","journal-title":"Proc Int Conf Neural Inf Process"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/4359286\/08787866.pdf?arnumber=8787866","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T13:59:48Z","timestamp":1651067988000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8787866\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/tpami.2019.2932976","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}