{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T04:28:41Z","timestamp":1781152121223,"version":"3.54.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2013,7,1]],"date-time":"2013-07-01T00:00:00Z","timestamp":1372636800000},"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 Signal Process. Mag."],"published-print":{"date-parts":[[2013,7]]},"DOI":"10.1109\/msp.2013.2255334","type":"journal-article","created":{"date-parts":[[2013,6,12]],"date-time":"2013-06-12T18:04:39Z","timestamp":1371060279000},"page":"137-148","source":"Crossref","is-referenced-by-count":64,"title":["Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data"],"prefix":"10.1109","volume":"30","author":[{"given":"Qibin","family":"Zhao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guoxu","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tulay","family":"Adali","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liqing","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrzej","family":"Cichocki","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2012.2193556"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2004.1334462"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2008.04.037"},{"key":"ref32","first-page":"1233","article-title":"Learning shared latent structure for image synthesis and robotic imitation","volume":"18","author":"shon","year":"2006","journal-title":"Advances in neural information processing systems"},{"key":"ref31","first-page":"1783","article-title":"Probabilistic non-linear principal component analysis with Gaussian process latent variable models","volume":"6","author":"lawrence","year":"2005","journal-title":"J Mach Learn Res"},{"key":"ref30","article-title":"A probabilistic interpretation of canonical correlation analysis","author":"bach","year":"2005"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-007-0122-4"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.284"},{"key":"ref35","year":"2011","journal-title":"MALSAR Multi-tAsk Learning Via StructurAl Regularization"},{"key":"ref34","first-page":"701","article-title":"Factorized orthogonal latent spaces","volume":"9","author":"salzmann","year":"2010","journal-title":"Proc Int Conf Artificial Intelligence and Statistics"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2011.2130230"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/72.914517"},{"key":"ref12","author":"jolliffe","year":"2005","journal-title":"Principal Component Analysis"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1137\/S0895479896305696"},{"key":"ref14","first-page":"447","article-title":"Multilinear analysis of image ensembles: Tensorfaces","author":"vasilescu","year":"0","journal-title":"Proc European Conf Computer Vision"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2007.904575"},{"key":"ref16","first-page":"1385","article-title":"A Kullback–Leibler divergence based kernel for SVM classification in multimedia applications","volume":"16","author":"moreno","year":"2003","journal-title":"Advances in neural information processing systems"},{"key":"ref17","article-title":"A family of probabilistic kernels based on information divergence","author":"chan","year":"2004"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2003.813506"},{"key":"ref19","first-page":"1","article-title":"A note on metric properties for some divergence measures: The Gaussian case","volume":"25","author":"abou-moustafa","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref28","volume":"1","author":"rasmussen","year":"2006","journal-title":"Gaussian Processes for Machine Learning"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809682"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"1415","DOI":"10.1109\/TPAMI.2008.167","article-title":"Canonical correlation analysis of video volume tensors for action categorization and detection","volume":"31","author":"kim","year":"2009","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref3","first-page":"114","article-title":"Kernel-based multifactor analysis for image synthesis and recognition","volume":"1","author":"li","year":"0","journal-title":"Proc 10th IEEE Int Conf Computer Vision"},{"key":"ref6","first-page":"1023","article-title":"Infinite Tucker decomposition: Nonparametric Bayesian models for multiway data analysis","author":"xu","year":"0","journal-title":"Proc 29th Int'l Conf Machine Learning (ICML '12)"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00196"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2011.05.011"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2186443"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5159-x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"ref9","first-page":"821","article-title":"Theoretical foundations of the potential function method in pattern recognition learning","volume":"25","author":"aizerman","year":"1964","journal-title":"Autom Remote Control"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/9780470747278"},{"key":"ref20","year":"2011","journal-title":"MATLAB\/Octave Multivariate Normals Toolbox"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s521-001-8051-z"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995404"},{"key":"ref21","first-page":"97","article-title":"Kernel partial least squares regression in reproducing kernel Hilbert space","volume":"2","author":"rosipal","year":"2002","journal-title":"J Mach Learn Res"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.253"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1109\/TPAMI.2010.160","article-title":"Canonical correlation analysis for multilabel classification: A least-squares formulation, extensions, and analysis","volume":"33","author":"sun","year":"2011","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2011.2133090"},{"key":"ref23","article-title":"Higher-order partial least squares (HOPLS): A generalized multi-linear regression method","author":"zhao","year":"0","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383332"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1162\/0899766042321814"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540131"},{"key":"ref25","first-page":"387","article-title":"Statistical convergence of kernel CCA","author":"fukumizu","year":"2006","journal-title":"Advances in Neural Information Processing Systems (NIPS)"}],"container-title":["IEEE Signal Processing Magazine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/79\/6530723\/06530728.pdf?arnumber=6530728","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:58:17Z","timestamp":1642006697000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6530728\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,7]]},"references-count":45,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/msp.2013.2255334","relation":{},"ISSN":["1053-5888"],"issn-type":[{"value":"1053-5888","type":"print"}],"subject":[],"published":{"date-parts":[[2013,7]]}}}