{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:11:57Z","timestamp":1783437117518,"version":"3.54.6"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2018,12,1]],"date-time":"2018-12-01T00:00:00Z","timestamp":1543622400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"European Union through the H2020 STOP-IT Project, Strategic, Tactical, Operational Protection of Water Infrastructure Against Cyber-Physical Threats","award":["740610"],"award-info":[{"award-number":["740610"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1109\/tgrs.2018.2845450","type":"journal-article","created":{"date-parts":[[2018,7,9]],"date-time":"2018-07-09T22:17:13Z","timestamp":1531174633000},"page":"6884-6898","source":"Crossref","is-referenced-by-count":120,"title":["Tensor-Based Classification Models for Hyperspectral Data Analysis"],"prefix":"10.1109","volume":"56","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0889-2766","authenticated-orcid":false,"given":"Konstantinos","family":"Makantasis","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anastasios D.","family":"Doulamis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4064-8990","authenticated-orcid":false,"given":"Nikolaos D.","family":"Doulamis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antonis","family":"Nikitakis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1117\/1.JRS.11.042620"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2013.2277532"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2002.806645"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2003.810605"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/72.822517"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1109\/TNN.2007.901277","article-title":"MPCA: Multilinear principal component analysis of tensor objects","volume":"19","author":"lu","year":"2008","journal-title":"IEEE Trans Neural Netw"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2514404"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2345739"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2197860"},{"key":"ref10","first-page":"153","article-title":"Greedy layer-wise training of deep networks","volume":"19","author":"bengio","year":"2007","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2014.2329330"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2015.7326945"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2015.7326158"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.5194\/isprsannals-III-7-83-2016"},{"key":"ref15","first-page":"567","article-title":"Learning to label aerial images from noisy data","author":"mnih","year":"2012","journal-title":"Proc 29th Int Conf Mach Learn (ICML)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-27857-5_64"},{"key":"ref17","author":"orr","year":"2003","journal-title":"Neural Networks Tricks of the Trade"},{"key":"ref18","first-page":"1","article-title":"Multiple object tracking with background estimation in hyperspectral video sequences","author":"kandylakis","year":"2016","journal-title":"Proc IEEE Workshop Hyperspectral Image Signal Process Evol Remote Sens (WHISPERS)"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2016.7729043"},{"key":"ref28","first-page":"1","article-title":"Foundations of the PARAFAC procedure: Models and conditions for an &#x2018;explanatory&#x2019; multimodal factor analysis","author":"harshman","year":"1970","journal-title":"Proc UCLA Working Papers Phonetics"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/9780470748992"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/kxs023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.846154"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.2279179"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/BF02310791"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/72.623216"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/9781118269787"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6637883"},{"key":"ref20","first-page":"335","article-title":"Deep convolutional neural networks for efficient vision based tunnel inspection","author":"makantasis","year":"2016","journal-title":"Proc IEEE Int Conf Intell Comput Commun Process (ICCP)"},{"key":"ref22","first-page":"573","article-title":"Logistic tensor regression for classification","author":"tan","year":"2012","journal-title":"Proc Int Conf Intell Sci Intell Data Eng"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2013.776499"},{"key":"ref24","first-page":"48","article-title":"Approximation with artificial neural networks","volume":"24","author":"cs\u00e1ji","year":"2001"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1137\/S089547980139786X"},{"key":"ref26","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/8543338\/08408516.pdf?arnumber=8408516","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:10:29Z","timestamp":1642003829000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8408516\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12]]},"references-count":39,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2018.2845450","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,12]]}}}