{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:20:26Z","timestamp":1750220426802,"version":"3.41.0"},"publisher-location":"New York, NY, USA","edition-number":"1","reference-count":90,"publisher":"ACM","isbn-type":[{"type":"print","value":"9781450390293"}],"license":[{"start":{"date-parts":[[2021,2,23]],"date-time":"2021-02-23T00:00:00Z","timestamp":1614038400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,2,23]]},"DOI":"10.1145\/3447404.3447418","type":"book-chapter","created":{"date-parts":[[2021,2,23]],"date-time":"2021-02-23T22:24:53Z","timestamp":1614119093000},"page":"237-272","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Brain\u2013Computer Interfacing with Interactive Systems\u2014Case Study 2"],"prefix":"10.1145","author":[{"given":"A.","family":"Vourvopoulos","sequence":"first","affiliation":[]},{"given":"E.","family":"Niforatos","sequence":"additional","affiliation":[{"name":"Department of Sustainable Design Engineering, IDE, TU Delft, The Netherlands"}]},{"given":"S.","family":"Bermudez i Badia","sequence":"additional","affiliation":[]},{"given":"Fotis","family":"Liarokapis","sequence":"additional","affiliation":[{"name":"Cyprus University of Technology"}]}],"member":"320","published-online":{"date-parts":[[2021,2,23]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0048577201393034"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","unstructured":"B. Allison and C. Neuper. 2010. Could Anyone Use a BCI? Springer-Verlag Germany 35\u201354. B. Allison and C. Neuper. 2010. Could Anyone Use a BCI? Springer-Verlag Germany 35\u201354.","DOI":"10.1007\/978-1-84996-272-8_3"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/4\/2\/R03"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF01814320"},{"key":"e_1_3_2_1_5_1","unstructured":"C. Berka D. J. Levendowski M. N. Lumicao A. Yau G. Davis V. T. Zivkovic R. E. Olmstead P. D. Tremoulet and P. L. Craven. May. 2007. EEG Correlates of Task Engagement and Mental Workload in Vigilance Learning and Memory Tasks. https:\/\/www.ingentaconnect.com\/content\/asma\/asem\/2007\/00000078\/a00105s1\/art00032. C. Berka D. J. Levendowski M. N. Lumicao A. Yau G. Davis V. T. Zivkovic R. E. Olmstead P. D. Tremoulet and P. L. Craven. May. 2007. EEG Correlates of Task Engagement and Mental Workload in Vigilance Learning and Memory Tasks . https:\/\/www.ingentaconnect.com\/content\/asma\/asem\/2007\/00000078\/a00105s1\/art00032."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/1\/4\/00"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1002\/9781119332428.ch12"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-04444-6_2"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-29746-5_16"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1099745"},{"key":"e_1_3_2_1_11_1","first-page":"4","article-title":"Electrical currents of the brain","volume":"2","author":"Caton R.","year":"1875","unstructured":"R. Caton . 1875 . Electrical currents of the brain . J. Nerv. Ment. Dis. 2 , 4 , 610. R. Caton. 1875. Electrical currents of the brain. J. Nerv. Ment. Dis. 2, 4, 610.","journal-title":"J. Nerv. Ment. Dis."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1080\/2326263X.2016.1263916"},{"volume-title":"Visually evoked potentials","author":"Creel D.","key":"e_1_3_2_1_13_1","unstructured":"D. Creel . 1995. Visually evoked potentials . In Webvision : The Organization of the Retina and Visual System, H. Kolb, E. Fernandez, and R. Nelson (Eds .). University of Utah Health Sciences Center, Salt Lake City, UT. http:\/\/www.ncbi.nlm.nih.gov\/books\/NBK107218\/. D. Creel. 1995. Visually evoked potentials. In Webvision: The Organization of the Retina and Visual System, H. Kolb, E. Fernandez, and R. Nelson (Eds.). University of Utah Health Sciences Center, Salt Lake City, UT. http:\/\/www.ncbi.nlm.nih.gov\/books\/NBK107218\/."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/121.12.2271"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87919-0_2"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2004.12.030"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/0301-0511(76)90012-0"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2003.10.009"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.2006.123067"},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course","author":"Farquhar J.","year":"2006","unstructured":"J. Farquhar , N. J. Hill , T. N. Lal , and B. Sch\u00f6lkopf . 2006. Regularised CSP for sensor selection in BCI . In Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course 2006 . J. Farquhar, N. J. Hill, T. N. Lal, and B. Sch\u00f6lkopf. 2006. Regularised CSP for sensor selection in BCI. In Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course 2006."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.3389\/fneng.2012.00014"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9280.2007.01990.x"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23344-4_20"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-4560-50-4_2"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/CNE.2003.1196897"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.humov.2014.09.004"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2013.00267"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cortex.2009.10.009"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature01647"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8760(96)00053-0"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.3102\/003465430298487"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/0013-4694(58)90053-1"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0959-4388(99)00038-0"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1111\/1469-8986.3720163"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-8986.2010.01009.x"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1388-2457(03)00123-8"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0173(98)00056-3"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpsycho.2010.12.002"},{"key":"e_1_3_2_1_39_1","volume-title":"Lab Streaming Layer (LSL), 26","author":"Kothe C. A.","year":"2015","unstructured":"C. A. Kothe . 2014. Lab Streaming Layer (LSL), 26 , 2015 . https:\/\/github.com\/sccn\/labstreaminglayer. C. A. Kothe. 2014. Lab Streaming Layer (LSL), 26, 2015. https:\/\/github.com\/sccn\/labstreaminglayer."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1002\/9781119332428.ch5"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2008.410"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-4927(01)00116-0"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1002\/9781119332428.ch10"},{"key":"e_1_3_2_1_44_1","volume-title":"Berlin Brain-Computer Interface Workshop","author":"Lotte F.","year":"2012","unstructured":"F. Lotte . Sept. 2012 . On the need for alternative feedback training approaches for BCI . In Berlin Brain-Computer Interface Workshop , Berlin, Germany. https:\/\/hal.inria.fr\/hal-00834391. F. Lotte. Sept. 2012. On the need for alternative feedback training approaches for BCI. In Berlin Brain-Computer Interface Workshop, Berlin, Germany. https:\/\/hal.inria.fr\/hal-00834391."},{"volume-title":"Guide to Brain-Computer Music Interfacing","author":"Lotte F.","key":"e_1_3_2_1_45_1","unstructured":"F. Lotte . 2014a. A tutorial on EEG signal processing techniques for mental state recognition in brain-computer interfaces . In Guide to Brain-Computer Music Interfacing , E. R. Miranda and J. Castet (Eds.). Springer . https:\/\/hal.inria.fr\/hal-01055103. F. Lotte. 2014a. A tutorial on EEG signal processing techniques for mental state recognition in brain-computer interfaces. In Guide to Brain-Computer Music Interfacing, E. R. Miranda and J. Castet (Eds.). Springer. https:\/\/hal.inria.fr\/hal-01055103."},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-6584-2_7"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/4\/2\/R01"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-29746-5_10"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2013.00568"},{"key":"e_1_3_2_1_50_1","volume-title":"An Introduction to the Event-Related Potential Technique","author":"Luck S. J.","unstructured":"S. J. Luck . Aug. 2005. An Introduction to the Event-Related Potential Technique ( 1 st ed.). MIT Press , Cambridge, Mass . ISBN: 978-0-262-62196-0. S. J. Luck. Aug. 2005. An Introduction to the Event-Related Potential Technique (1st ed.). MIT Press, Cambridge, Mass. ISBN: 978-0-262-62196-0.","edition":"1"},{"volume-title":"Proceedings of the 8th International Conference on Neural Information Processing Systems, NIPS\u201995","author":"Makeig S.","key":"e_1_3_2_1_51_1","unstructured":"S. Makeig , A. J. Bell , T.-P. Jung , and T. J. Sejnowski . 1995. Independent component analysis of electroencephalographic data . In Proceedings of the 8th International Conference on Neural Information Processing Systems, NIPS\u201995 . MIT Press, Cambridge, MA, 145\u2013151. http:\/\/dl.acm.org\/citation.cfm?id=2998828.2998849. S. Makeig, A. J. Bell, T.-P. Jung, and T. J. Sejnowski. 1995. Independent component analysis of electroencephalographic data. In Proceedings of the 8th International Conference on Neural Information Processing Systems, NIPS\u201995. MIT Press, Cambridge, MA, 145\u2013151. http:\/\/dl.acm.org\/citation.cfm?id=2998828.2998849."},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1016\/bs.pbr.2016.06.005"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2013.6609968"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/3123024.3129266"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1093\/iwc\/iwv023"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(01)00075-7"},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1155\/2011\/156869"},{"key":"e_1_3_2_1_58_1","first-page":"5","article-title":"Standardized low-resolution brain electromagnetic tomography (SLORETA): Technical details","volume":"24","author":"Pascual-Marqui R. D.","year":"2002","unstructured":"R. D. Pascual-Marqui . 2002 . Standardized low-resolution brain electromagnetic tomography (SLORETA): Technical details . Methods Find. Exp. Clin. Pharmacol. 24, Suppl D, 5 \u2013 12 . ISSN: 0379-0355. R. D. Pascual-Marqui. 2002. Standardized low-resolution brain electromagnetic tomography (SLORETA): Technical details. Methods Find. Exp. Clin. Pharmacol. 24, Suppl D, 5\u201312. ISSN: 0379-0355.","journal-title":"Methods Find. Exp. Clin. Pharmacol."},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-3940(97)00889-6"},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1109\/5.939829"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-3940(97)00889-6"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.brainres.2005.11.083"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1162\/pres.19.1.35"},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0166-4328(00)00297-7"},{"key":"e_1_3_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8760(01)00199-4"},{"key":"e_1_3_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1016\/0301-0511(77)90028-X"},{"key":"e_1_3_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2004.827072"},{"key":"e_1_3_2_1_68_1","volume-title":"Niedermeyer\u2019s Electroencephalography: Basic Principles, Clinical Applications, and Related Fields","author":"Schomer D. L.","year":"2011","unstructured":"D. L. Schomer and F. H. L. de Silva . 2011 . Niedermeyer\u2019s Electroencephalography: Basic Principles, Clinical Applications, and Related Fields . Lippincott Williams & Wilkins. ISBN : 978-0-7817-8942-4. D. L. Schomer and F. H. L. de Silva. 2011. Niedermeyer\u2019s Electroencephalography: Basic Principles, Clinical Applications, and Related Fields. Lippincott Williams & Wilkins. ISBN: 978-0-7817-8942-4."},{"key":"e_1_3_2_1_69_1","doi-asserted-by":"publisher","DOI":"10.1088\/0967-3334\/21\/2\/307"},{"key":"e_1_3_2_1_70_1","doi-asserted-by":"publisher","DOI":"10.1161\/01.STR.0000226902.43357.fc"},{"key":"e_1_3_2_1_71_1","doi-asserted-by":"publisher","DOI":"10.3102\/0034654307313795"},{"key":"e_1_3_2_1_72_1","doi-asserted-by":"publisher","DOI":"10.3758\/s13423-012-0333-8"},{"key":"e_1_3_2_1_73_1","doi-asserted-by":"publisher","DOI":"10.1098\/rstb.2009.0138"},{"key":"e_1_3_2_1_74_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0010564"},{"volume-title":"BIOSIGNAL 2004 International EURASIP Conference, 24\u201326","author":"Solhjoo S.","key":"e_1_3_2_1_75_1","unstructured":"S. Solhjoo and M. Moradi . 2004. Mental task recognition: A comparison between some of classification methods . In BIOSIGNAL 2004 International EURASIP Conference, 24\u201326 . S. Solhjoo and M. Moradi. 2004. Mental task recognition: A comparison between some of classification methods. In BIOSIGNAL 2004 International EURASIP Conference, 24\u201326."},{"key":"e_1_3_2_1_76_1","doi-asserted-by":"publisher","DOI":"10.3758\/BF03209412"},{"key":"e_1_3_2_1_77_1","doi-asserted-by":"publisher","DOI":"10.1155\/2011\/879716"},{"key":"e_1_3_2_1_78_1","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2012.6346296"},{"key":"e_1_3_2_1_79_1","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2010.00100"},{"key":"e_1_3_2_1_81_1","doi-asserted-by":"publisher","DOI":"10.1145\/2875194.2875244"},{"key":"e_1_3_2_1_82_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12984-016-0173-2"},{"key":"e_1_3_2_1_83_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-016-1304-2"},{"key":"e_1_3_2_1_84_1","volume-title":"Berm\u00fadez i Badia","author":"Vourvopoulos A.","year":"2016","unstructured":"A. Vourvopoulos , A. Ferreira , and S. Berm\u00fadez i Badia . Jul. 2016 b. NeuRow: An Immersive VR Environment for Motor-Imagery Training with the Use of Brain-Computer Interfaces and Vibrotactile Feedback, 43\u201353. ISBN : 978-989-758-197-7. http:\/\/www.scitepress.org\/DigitalLibrary\/Link.aspx?doi=10.5220\/0005939400430053. A. Vourvopoulos, A. Ferreira, and S. Berm\u00fadez i Badia. Jul. 2016b. NeuRow: An Immersive VR Environment for Motor-Imagery Training with the Use of Brain-Computer Interfaces and Vibrotactile Feedback, 43\u201353. ISBN: 978-989-758-197-7. http:\/\/www.scitepress.org\/DigitalLibrary\/Link.aspx?doi=10.5220\/0005939400430053."},{"key":"e_1_3_2_1_85_1","doi-asserted-by":"publisher","DOI":"10.1109\/VS-GAMES.2017.8056579"},{"key":"e_1_3_2_1_86_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-27950-9_1"},{"key":"e_1_3_2_1_87_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2019.00244"},{"key":"e_1_3_2_1_88_1","doi-asserted-by":"publisher","DOI":"10.1145\/3341162.3348383"},{"key":"e_1_3_2_1_89_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2019.00210"},{"key":"e_1_3_2_1_90_1","doi-asserted-by":"crossref","first-page":"i16","DOI":"10.1136\/jnnp.2005.068130","article-title":"The clinical role of evoked potentials","volume":"76","author":"Walsh P.","year":"2005","unstructured":"P. Walsh , N. Kane , and S. Butler . 2005 . The clinical role of evoked potentials . J. Neurol. Neurosurg. Psychiatry 76, Suppl 2, i i16 \u2013 iii 22. ISSN: 0022-3050. https:\/\/jnnp.bmj.com\/content\/76\/suppl_2\/ii16. P. Walsh, N. Kane, and S. Butler. 2005. The clinical role of evoked potentials. J. Neurol. Neurosurg. Psychiatry 76, Suppl 2, ii16\u2013ii22. ISSN: 0022-3050. https:\/\/jnnp.bmj.com\/content\/76\/suppl_2\/ii16.","journal-title":"J. Neurol. Neurosurg. Psychiatry"},{"key":"e_1_3_2_1_91_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1388-2457(02)00057-3"}],"container-title":["Intelligent Computing for Interactive System Design"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3447404.3447418","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3447404.3447418","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:46:56Z","timestamp":1750193216000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3447404.3447418"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,2,23]]},"ISBN":["9781450390293"],"references-count":90,"alternative-id":["10.1145\/3447404.3447418","10.1145\/3447404"],"URL":"https:\/\/doi.org\/10.1145\/3447404.3447418","relation":{},"subject":[],"published":{"date-parts":[[2021,2,23]]},"assertion":[{"value":"2021-02-23","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-02-23","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}