{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T08:09:53Z","timestamp":1775722193751,"version":"3.50.1"},"reference-count":25,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2012,11,1]],"date-time":"2012-11-01T00:00:00Z","timestamp":1351728000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Syst., Man, Cybern. C"],"published-print":{"date-parts":[[2012,11]]},"DOI":"10.1109\/tsmcc.2012.2187191","type":"journal-article","created":{"date-parts":[[2012,4,18]],"date-time":"2012-04-18T14:03:41Z","timestamp":1334757821000},"page":"1180-1189","source":"Crossref","is-referenced-by-count":9,"title":["Information-Theoretic Linear Feature Extraction Based on Kernel Density Estimators: A Review"],"prefix":"10.1109","volume":"42","author":[{"given":"Jos\u00e9 M.","family":"Leiva-Murillo","sequence":"first","affiliation":[]},{"given":"Antonio","family":"Artes-Rodr\u00edguez","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1088\/0954-898X\/3\/2\/009"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"ref12","first-page":"513","article-title":"Neighbourhood components analysis","author":"goldberger","year":"2005","journal-title":"Proc Adv Neural Inf Process Syst (NIPS 17)"},{"key":"ref13","author":"fukunaga","year":"1990","journal-title":"Introduction to statistical pattern recognition"},{"key":"ref14","first-page":"1","article-title":"Bandwidth selection in kernel density estimation: A review","author":"turlach","year":"1993","journal-title":"CORE and Institut de Statistique"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1032181164"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9469.2005.00445.x"},{"key":"ref17","article-title":"Algorithms for gaussian bandwidth selection in kernel density estimators","author":"leiva-murillo","year":"0","journal-title":"Adv Neural Inf Process Syst (NIPS) Optim Workshop"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1976.1055550"},{"key":"ref19","author":"kay","year":"1998","journal-title":"Fundamentals of Statistical Signal Processing Vol II Detection Theory"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"1101","DOI":"10.1109\/TSMCB.2009.2034732","article-title":"Probability density estimation with tunable kernels using orthogonal forward regression","volume":"40","author":"hong","year":"2010","journal-title":"IEEE Trans Syst Man Cybern B Cybern"},{"key":"ref3","volume":"1","author":"principe","year":"2000","journal-title":"Information Theoretic Learning in Unsupervised Adaptive Filtering"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2004.836194"},{"key":"ref5","first-page":"1415","article-title":"Feature extraction by non-parametric mutual information maximization","volume":"3","author":"torkkola","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/PGEC.1965.264137"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198538493.001.0001","author":"bishop","year":"1995","journal-title":"Neural Networks for Pattern Recognition"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.891630"},{"key":"ref9","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1995.7.6.1129"},{"key":"ref20","author":"cover","year":"2006","journal-title":"Elements of Information Theory"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1970.1054466"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/18.272494"},{"key":"ref24","article-title":"UCI repository of machine learning databases","author":"newman","year":"1998","journal-title":"Univ California Dept ICS Tech Rep"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2008.921154"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"}],"container-title":["IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5326\/6330018\/06185689.pdf?arnumber=6185689","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,23]],"date-time":"2024-04-23T11:18:28Z","timestamp":1713871108000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6185689\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,11]]},"references-count":25,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tsmcc.2012.2187191","relation":{},"ISSN":["1094-6977","1558-2442"],"issn-type":[{"value":"1094-6977","type":"print"},{"value":"1558-2442","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,11]]}}}