{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T20:21:39Z","timestamp":1777580499461,"version":"3.51.4"},"reference-count":18,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,12,9]],"date-time":"2017-12-09T00:00:00Z","timestamp":1512777600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Brain Inf."],"published-print":{"date-parts":[[2018,3]]},"DOI":"10.1007\/s40708-017-0073-7","type":"journal-article","created":{"date-parts":[[2017,12,9]],"date-time":"2017-12-09T00:31:02Z","timestamp":1512779462000},"page":"1-12","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["An efficient scheme for mental task classification utilizing reflection coefficients obtained from autocorrelation function of EEG signal"],"prefix":"10.1007","volume":"5","author":[{"given":"M. M.","family":"Rahman","sequence":"first","affiliation":[]},{"given":"M. A.","family":"Chowdhury","sequence":"additional","affiliation":[]},{"given":"S. A.","family":"Fattah","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,12,9]]},"reference":[{"issue":"4","key":"73_CR1","doi-asserted-by":"crossref","first-page":"526","DOI":"10.1109\/TNSRE.2012.2184838","volume":"20","author":"S Siuly","year":"2012","unstructured":"Siuly S, Li Y (2012) Improving the separability of motor imagery EEG signals using a cross correlation-based least square support vector machine for brain\u2013computer interface. IEEE Trans Neural Syst Rehabil Eng 20(4):526","journal-title":"IEEE Trans Neural Syst Rehabil Eng"},{"issue":"2","key":"73_CR2","doi-asserted-by":"crossref","first-page":"286","DOI":"10.1109\/TPAMI.2012.69","volume":"35","author":"HI Suk","year":"2013","unstructured":"Suk HI, Lee SW (2013) A novel Bayesian framework for discriminative feature extraction in brain\u2013computer interfaces. IEEE Trans Pattern Anal Mach Intell 35(2):286","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"73_CR3","unstructured":"Yong X, Ward RK, Birch GE (2008) Sparse spatial filter optimization for EEG channel reduction in brain\u2013computer interface. In: Proceedings ICASSP, pp 417\u2013420"},{"key":"73_CR4","unstructured":"Lu H, Plataniotis KN, Venetsanopoulos AN (2009) Regularized common spatial patterns with generic learning for EEG signal classification. In: Proceedings of IEEE engineering in medicine and biology society, pp 6599\u20136602"},{"issue":"3","key":"73_CR5","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1109\/TNSRE.2006.881539","volume":"14","author":"R Palaniappan","year":"2006","unstructured":"Palaniappan R (2006) Utilizing gamma band to improve mental task based brain\u2013computer interface design. IEEE Trans Neural Syst Rehabil Eng 14(3):299","journal-title":"IEEE Trans Neural Syst Rehabil Eng"},{"issue":"1","key":"73_CR6","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1007\/s10916-008-9215-z","volume":"34","author":"L Zhang","year":"2010","unstructured":"Zhang L, He W, He C, Wang P (2010) Improving mental task classification by adding high frequency band information. J Med Syst 34(1):51","journal-title":"J Med Syst"},{"issue":"01","key":"73_CR7","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1142\/S0129065706000482","volume":"16","author":"NY Liang","year":"2006","unstructured":"Liang NY, Saratchandran P, Huang GB, Sundararajan N (2006) Classification of mental tasks from EEG signals using extreme learning machine. Int J Neural Syst 16(01):29","journal-title":"Int J Neural Syst"},{"issue":"3","key":"73_CR8","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1109\/10.661153","volume":"45","author":"CW Anderson","year":"1998","unstructured":"Anderson CW, Stolz EA, Shamsunder S (1998) Multivariate autoregressive models for classification of spontaneous electroencephalographic signals during mental tasks. IEEE Trans Biomed Eng 45(3):277","journal-title":"IEEE Trans Biomed Eng"},{"issue":"2","key":"73_CR9","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1109\/TNSRE.2012.2236576","volume":"21","author":"Q Wang","year":"2013","unstructured":"Wang Q, Sourina O (2013) Real-time mental arithmetic task recognition from EEG signals. IEEE Trans Neural Syst Rehabil Eng 21(2):225","journal-title":"IEEE Trans Neural Syst Rehabil Eng"},{"issue":"7","key":"73_CR10","doi-asserted-by":"crossref","first-page":"12784","DOI":"10.3390\/s140712784","volume":"14","author":"X Li","year":"2014","unstructured":"Li X, Chen X, Yan Y, Wei W, Wang ZJ (2014) Classification of EEG signals using a multiple kernel learning support vector machine. Sensors 14(7):12784","journal-title":"Sensors"},{"issue":"10","key":"73_CR11","doi-asserted-by":"crossref","first-page":"2799","DOI":"10.1007\/s00500-014-1443-1","volume":"19","author":"A Gupta","year":"2015","unstructured":"Gupta A, Agrawal R, Kaur B (2015) Performance enhancement of mental task classification using EEG signal: a study of multivariate feature selection methods. Soft Comput. 19(10):2799","journal-title":"Soft Comput."},{"key":"73_CR12","doi-asserted-by":"crossref","unstructured":"Talukdar MTF, Sakib SK, Pathan NS, Fattah SA (2014) Motor imagery EEG signal classification scheme based on autoregressive reflection coefficients. In: Proceedings ICIEV, pp 1\u20134","DOI":"10.1109\/ICIEV.2014.6850812"},{"key":"73_CR13","doi-asserted-by":"crossref","unstructured":"Fattah S, Fatima K, Shahnaz C (2015) An approach for classifying alcoholic and non-alcoholic persons based on time domain features extracted from EEG signals. In: Proceedings WIECON-ECE, pp 479\u2013482","DOI":"10.1109\/WIECON-ECE.2015.7443972"},{"issue":"12","key":"73_CR14","doi-asserted-by":"crossref","first-page":"1209","DOI":"10.1109\/10.64464","volume":"37","author":"ZA Keirn","year":"1990","unstructured":"Keirn ZA, Aunon JI (1990) A new mode of communication between man and his surroundings. IEEE Trans Biomed Eng 37(12):1209","journal-title":"IEEE Trans Biomed Eng"},{"key":"73_CR15","volume-title":"Pattern classification","author":"RO Duda","year":"2012","unstructured":"Duda RO, Hart PE, Stork DG (2012) Pattern classification. Wiley, New York"},{"key":"73_CR16","volume-title":"Modern spectral estimation","author":"SM Kay","year":"1988","unstructured":"Kay SM (1988) Modern spectral estimation. Pearson Education India, New Delhi"},{"issue":"7","key":"73_CR17","doi-asserted-by":"crossref","first-page":"983","DOI":"10.1114\/1.1509766","volume":"30","author":"RM Rangayyan","year":"2002","unstructured":"Rangayyan RM, Reddy NP (2002) Biomedical signal analysis: a case-study approach. Ann Biomed Eng 30(7):983","journal-title":"Ann Biomed Eng"},{"key":"73_CR18","doi-asserted-by":"crossref","unstructured":"Kung SY (2014) Kernel methods and machine learning. Cambridge University Press","DOI":"10.1017\/CBO9781139176224"}],"container-title":["Brain Informatics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s40708-017-0073-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s40708-017-0073-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s40708-017-0073-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,4,10]],"date-time":"2018-04-10T00:21:21Z","timestamp":1523319681000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s40708-017-0073-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12,9]]},"references-count":18,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,3]]}},"alternative-id":["73"],"URL":"https:\/\/doi.org\/10.1007\/s40708-017-0073-7","relation":{},"ISSN":["2198-4018","2198-4026"],"issn-type":[{"value":"2198-4018","type":"print"},{"value":"2198-4026","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,12,9]]}}}