{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T13:28:32Z","timestamp":1776864512909,"version":"3.51.2"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2015,6,1]],"date-time":"2015-06-01T00:00:00Z","timestamp":1433116800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"European Union, European Social Fund"},{"name":"Greek National Funds through the Operational Program Education and Lifelong Learning, National Strategic Reference Framework-Research Funding Program: Aristeia","award":["I: 621"],"award-info":[{"award-number":["I: 621"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2015,6]]},"DOI":"10.1109\/tnnls.2014.2336679","type":"journal-article","created":{"date-parts":[[2014,7,30]],"date-time":"2014-07-30T20:57:56Z","timestamp":1406753876000},"page":"1260-1274","source":"Crossref","is-referenced-by-count":63,"title":["Complex Support Vector Machines for Regression and Quaternary Classification"],"prefix":"10.1109","volume":"26","author":[{"given":"Pantelis","family":"Bouboulis","sequence":"first","affiliation":[]},{"given":"Sergios","family":"Theodoridis","sequence":"additional","affiliation":[]},{"given":"Charalampos","family":"Mavroforakis","sequence":"additional","affiliation":[]},{"given":"Leoni","family":"Evaggelatou-Dalla","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/BF01447872"},{"key":"ref38","author":"paulsen","year":"2009","journal-title":"An Introduction to the Theory of Reproducing Kernel Hilbert Spaces"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.911278"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/9780470575758.ch1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2200479"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.885720"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.cam.2011.02.003"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9947-1950-0051437-7"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2009.4960400"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1002\/9780470742624"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2157358"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.831028"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LAWP.2005.860196"},{"key":"ref2","first-page":"883","article-title":"Online learning in reproducing kernel Hilbert spaces","author":"slavakis","year":"2014","journal-title":"Signal Processing Theory and Machine Learning"},{"key":"ref1","author":"scholkopf","year":"2002","journal-title":"Learning With Kernels Support Vector Machines Regularization Optimization and Beyond"},{"key":"ref20","first-page":"1179","article-title":"Consistency of the group lasso and multiple kernel learning","volume":"9","author":"bach","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref22","first-page":"1531","article-title":"Large scale multiple kernel learning","volume":"7","author":"sonnenburg","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref21","first-page":"2211","article-title":"Multiple kernel learning algorithms","volume":"12","author":"g\u00f6nen","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2007.4371081"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2060352"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2011.2170564"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2009.2028314"},{"key":"ref50","author":"lecun","year":"2014","journal-title":"The MNIST database"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012454411458"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.917376"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.907881"},{"key":"ref40","article-title":"Complex-valued adaptive signal processing using Wirtinger calculus and its application to independent component analysis","author":"li","year":"2008"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2027771"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.900237"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2007.361610"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2042995"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2096420"},{"key":"ref17","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4057.001.0001","author":"schlkopf","year":"2004","journal-title":"Kernel Methods in Computational Biology"},{"key":"ref18","first-page":"999","article-title":"Predicting time series with support vector machines","author":"m\u00fcller","year":"1997","journal-title":"Proc 7th Int Conf MSRS"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015424"},{"key":"ref4","author":"theodoridis","year":"2008","journal-title":"Pattern Recognition"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/72.914517"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809682"},{"key":"ref5","author":"vapnik","year":"1999","journal-title":"The Nature of Statistical Learning Theory"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.830991"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/78.875477"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/9780470608593"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.830985"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/78.340781"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.908937"},{"key":"ref48","author":"platt","year":"1998","journal-title":"Sequential minimal optimization A fast algorithm for training support vector machines"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/78.554305"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2011.2179810"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/78.403373"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2005.862946"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2048323"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/7109211\/06868310.pdf?arnumber=6868310","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:05:57Z","timestamp":1642003557000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6868310"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,6]]},"references-count":52,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2014.2336679","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,6]]}}}