{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T16:57:21Z","timestamp":1765040241042},"reference-count":24,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2010,5,11]],"date-time":"2010-05-11T00:00:00Z","timestamp":1273536000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2010,11]]},"DOI":"10.1007\/s00521-010-0370-z","type":"journal-article","created":{"date-parts":[[2010,5,10]],"date-time":"2010-05-10T05:40:50Z","timestamp":1273470050000},"page":"1217-1226","source":"Crossref","is-referenced-by-count":22,"title":["Real-time removal of ocular artifacts from EEG based on independent component analysis and manifold learning"],"prefix":"10.1007","volume":"19","author":[{"given":"Junfeng","family":"Gao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pan","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pei","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chongxun","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2010,5,11]]},"reference":[{"key":"370_CR1","unstructured":"Cayton L (2005) Algorithm for manifold learning. University of California, San Diego, Technical Report CS2008\u20130923"},{"key":"370_CR2","doi-asserted-by":"crossref","first-page":"2243","DOI":"10.1016\/S0169-7439(99)00061-1","volume":"50","author":"L Chiang","year":"2000","unstructured":"Chiang L, Russell E, Braatz R (2000) Fault diagnosis in chemical processes using Fisher discriminant analysis, discriminant partial least squares, and principal component analysis. chemom Intell Lab Syst 50:2243\u20132252","journal-title":"chemom Intell Lab Syst"},{"key":"370_CR3","doi-asserted-by":"crossref","DOI":"10.1201\/9781420036121","volume-title":"Multidimensional scaling","author":"TF Cox","year":"2000","unstructured":"Cox TF, Cox MAA (2000) Multidimensional scaling, 2nd edn. Chapman and Hall, London","edition":"2"},{"key":"370_CR4","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.jneumeth.2003.10.009","volume":"134","author":"A Delorme","year":"2004","unstructured":"Delorme A, Makeig S (2004) EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods 134:9\u201321","journal-title":"J Neurosci Methods"},{"issue":"4","key":"370_CR5","doi-asserted-by":"crossref","first-page":"1443","DOI":"10.1016\/j.neuroimage.2006.11.004","volume":"34","author":"A Delorme","year":"2007","unstructured":"Delorme A, Sejnowski T, Makeig S (2007) Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis. Neuroimage 34(4):1443\u20131449","journal-title":"Neuroimage"},{"key":"370_CR6","doi-asserted-by":"crossref","first-page":"1965","DOI":"10.1109\/TBME.2007.894968","volume":"54","author":"J Escudero","year":"2007","unstructured":"Escudero J, Hornero R, Ab\u00e1solo D, Fern\u00e1ndez A, Coronado ML (2007) Artifact removal in magnetoencephalogram background activity with independent component analysis. IEEE Trans Biomed Eng 54:1965\u20131973","journal-title":"IEEE Trans Biomed Eng"},{"key":"370_CR7","doi-asserted-by":"crossref","unstructured":"Halder S, Bensch M et al (2007) Online artifact removal for brain-computer interfaces using support vector machines and blind source separation. Comput Intell Neurosci 2007:1155\u20131165","DOI":"10.1155\/2007\/82069"},{"key":"370_CR8","unstructured":"Hoffmann S, Falkenstein M (2008) The correction of eye blink artifacts in the EEG: a comparison of two prominent methods. PLoS One 3(8):e3004.108"},{"key":"370_CR9","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1016\/S0893-6080(00)00026-5","volume":"13","author":"A Hyv\u00e4rinen","year":"2000","unstructured":"Hyv\u00e4rinen A, Oja E (2000) Independent component analysis: algorithms and applications. Neural Netw 13:411\u2013430","journal-title":"Neural Netw"},{"key":"370_CR10","volume-title":"Principal component analysis","author":"IT Jollife","year":"2002","unstructured":"Jollife IT (2002) Principal component analysis. Springer Press, New York"},{"key":"370_CR11","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1111\/j.1469-8986.2003.00141.x","volume":"41","author":"CA Joyce","year":"2004","unstructured":"Joyce CA, Gorodnitsky IF, Kutas M (2004) Automatic removal of eye movement and blink artifacts from EEG data using blind component separation. Psychophysiology 41:313\u2013325","journal-title":"Psychophysiology"},{"key":"370_CR12","first-page":"894","volume":"10","author":"T-P Jung","year":"1998","unstructured":"Jung T-P, Humphries C, Lee T-W, Makeig S, McKeown MJ, Iragui V et al (1998) Extended ICA removes artifacts from electroencephalographic recordings. Adv Neural Inf Process Syst 10:894\u2013900","journal-title":"Adv Neural Inf Process Syst"},{"key":"370_CR13","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1111\/1469-8986.3720163","volume":"37","author":"T-P Jung","year":"2000","unstructured":"Jung T-P, Makeig S, Humphries C, Lee T-W, McKeown MJ, Iragui V, Sejnowski TJ (2000) Removing electroencephalographic artifacts by blind source separation. Psychophysiology 37:163\u2013178","journal-title":"Psychophysiology"},{"key":"370_CR14","doi-asserted-by":"crossref","first-page":"1745","DOI":"10.1016\/S1388-2457(00)00386-2","volume":"111","author":"T-P Jung","year":"2000","unstructured":"Jung T-P, Makeig S, Westerfield M, Townsend J, Courchesne E, Sejnowski TJ (2000) Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects. Clin Neurophysiol 111:1745\u20131758","journal-title":"Clin Neurophysiol"},{"key":"370_CR15","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0898-1221(00)00101-2","volume":"39","author":"T-W Lee","year":"2000","unstructured":"Lee T-W, Bell AJ, Sejnowski TJ (2000) A unifying information-theoretic framework for independent component analysis. Comput Math Appl 39:1\u201321","journal-title":"Comput Math Appl"},{"key":"370_CR16","unstructured":"Making S, Bell AJ, Jung T-P, Sejnowski TJ (1996) Independent component analysis of electroencephalgraphic data. Advance in neural information processing systems 8, MIT press, Cambridge MA 145\u2013151"},{"key":"370_CR17","volume-title":"Multivariate analysis","author":"KV Mardia","year":"1979","unstructured":"Mardia KV, Kent JT, Bibby JM (1979) Multivariate analysis. Academic Press, London"},{"key":"370_CR18","unstructured":"Nayar SK, Nene SA, Murase H (1995) Subspace methods for robot vision. Technical Report CUCS-06-95, Columbia University, New York"},{"key":"370_CR19","unstructured":"Pless R (2003) Using isomap to explore video sequences. In proceedings of international conference on computer vision"},{"key":"370_CR20","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1016\/j.clinph.2006.09.003","volume":"118","author":"A Schlogl","year":"2007","unstructured":"Schlogl A, Keinrath C, Zimmermann D et al (2007) A fully automated correction method of EOG artifacts in EEG recordings. Clin Neurophysiol 118:98\u2013104","journal-title":"Clin Neurophysiol"},{"key":"370_CR21","doi-asserted-by":"crossref","first-page":"2268","DOI":"10.1126\/science.290.5500.2268","volume":"290","author":"HS Seung","year":"2000","unstructured":"Seung HS, Daniel DL (2000) The manifold ways of perception. Science 290:2268\u20132269","journal-title":"Science"},{"key":"370_CR22","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"JB Tenenbaum","year":"2000","unstructured":"Tenenbaum JB, DeSilva V, Langford JC (2000) A global geometric framework for nonlinear dimensionality reduction. Science 290:2319\u20132323","journal-title":"Science"},{"key":"370_CR23","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1109\/10.841330","volume":"47","author":"R Vigario","year":"2000","unstructured":"Vigario R, S\u00e4rel\u00e4 J, Jousm\u00e4ki V, H\u00e4m\u00e4l\u00e4inen M, Oja E (2000) Independent component approach to the analysis of EEG and MEG recordings. IEEE Trans Biomed Eng 47:589\u2013593","journal-title":"IEEE Trans Biomed Eng"},{"issue":"5","key":"370_CR24","doi-asserted-by":"crossref","first-page":"868","DOI":"10.1016\/j.clinph.2009.01.015","volume":"120","author":"FC Viola","year":"2009","unstructured":"Viola FC, Thorne J, Edmonds B, Schneider T, Eichele T, Debener S (2009) Semi-automatic identification of independent components representing EEG artifact. Clin Neurophysiol 120(5):868\u2013877","journal-title":"Clin Neurophysiol"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-010-0370-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-010-0370-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-010-0370-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T02:07:00Z","timestamp":1559095620000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-010-0370-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,5,11]]},"references-count":24,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2010,11]]}},"alternative-id":["370"],"URL":"https:\/\/doi.org\/10.1007\/s00521-010-0370-z","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,5,11]]}}}