{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,14]],"date-time":"2024-06-14T23:11:30Z","timestamp":1718406690595},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2016,3,10]],"date-time":"2016-03-10T00:00:00Z","timestamp":1457568000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2016,6]]},"DOI":"10.1007\/s10586-016-0550-4","type":"journal-article","created":{"date-parts":[[2016,3,10]],"date-time":"2016-03-10T07:39:22Z","timestamp":1457595562000},"page":"979-985","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A method of unsupervised machine learning based on self-organizing map for BCI"],"prefix":"10.1007","volume":"19","author":[{"given":"Jung-Soo","family":"Han","sequence":"first","affiliation":[]},{"given":"Gui-Jung","family":"Kim","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,3,10]]},"reference":[{"issue":"3","key":"550_CR1","doi-asserted-by":"crossref","first-page":"893","DOI":"10.1007\/s10586-013-0284-5","volume":"17","author":"SY Oh","year":"2014","unstructured":"Oh, S.Y., Chung, K.-Y.: Target speech feature extraction using non-parametric correlation coefficient. Clust. Comput. 17(3), 893\u2013899 (2014)","journal-title":"Clust. Comput."},{"key":"550_CR2","volume-title":"Brain-Computer Interface, Revolutionizing Human-Computer Interaction","author":"B Gainmann","year":"2010","unstructured":"Gainmann, B., Allison, B., Pfurtscheller, G.: Brain-Computer Interface, Revolutionizing Human-Computer Interaction. Springer, Berlin Heidelberg (2010)"},{"issue":"3","key":"550_CR3","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1109\/MIS.2008.41","volume":"23","author":"A Nijholt","year":"2008","unstructured":"Nijholt, A., Tan, D.: Brain-computer interfacing for intelligent system. IEEE Intell. Syst. 23(3), 72\u201379 (2008)","journal-title":"IEEE Intell. Syst."},{"issue":"1","key":"550_CR4","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1109\/MSP.2008.4408438","volume":"25","author":"P Sajda","year":"2008","unstructured":"Sajda, P., Muller, K.-R., Shenoy, K.V.: Brain-computer interfaces. IEEE Signal Process. Mag. 25(1), 16\u201328 (2008)","journal-title":"IEEE Signal Process. Mag."},{"issue":"3","key":"550_CR5","first-page":"5","volume":"24","author":"J-W Lee","year":"2014","unstructured":"Lee, J.-W., An, K.-O., Seo, J.-W., Choi, H., Kim, J.-H., Lee, S.-J.: A survey on potential user\u2019s needs and demands for brain machine interface (BMI) technology developments. J. Vocat. Rehabil. 24(3), 5\u201325 (2014)","journal-title":"J. Vocat. Rehabil."},{"key":"550_CR6","doi-asserted-by":"publisher","first-page":"161","DOI":"10.3389\/fnins.00161","volume":"4","author":"JDR Millan","year":"2010","unstructured":"Millan, J.D.R., et al.: Combining brain-computer interfaces and assistive technologies: state-of-the-art and challenges. Front Neurosci. 4, 161 (2010). doi: 10.3389\/fnins.00161","journal-title":"Front Neurosci."},{"issue":"6","key":"550_CR7","doi-asserted-by":"crossref","first-page":"809","DOI":"10.1002\/ana.21985","volume":"67","author":"MJ Vansteensel","year":"2010","unstructured":"Vansteensel, M.J., Hermes, D., Aarnoutse, E.J., Bleichner, M.G., Schalk, G., van Rijen, P.C., Leijten, F.S.S., Ramsey, N.F.: Brain-computer interfacing based on cognitive control. Ann. Neurol. 67(6), 809\u2013816 (2010)","journal-title":"Ann. Neurol."},{"issue":"1","key":"550_CR8","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1007\/s10586-011-0175-6","volume":"16","author":"D Chen","year":"2013","unstructured":"Chen, D., Lu, D., Tian, M., He, S., Wang, S., Tian, J., Cai, C., Li, X.: Towards energy-efficient parallel analysis of neural signals. Clust. Comput. 16(1), 39\u201353 (2013)","journal-title":"Clust. Comput."},{"issue":"1","key":"550_CR9","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1007\/s10586-014-0374-z","volume":"18","author":"RC Park","year":"2015","unstructured":"Park, R.C., Jung, H., Shin, D.-K., Kim, G.-J., Yoon, K.-H.: M2M-based smart health service for human UI\/UX using motion recognition. Clust. Comput. 18(1), 221\u2013232 (2015)","journal-title":"Clust. Comput."},{"issue":"1","key":"550_CR10","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/s10586-006-4893-0","volume":"9","author":"S Hariri","year":"2006","unstructured":"Hariri, S., Khargharia, B., Chen, H., Yang, J., Zhang, Y., Parashar, M., Liu, H.: The autonomic computing paradigm. Clust. Comput. 9(1), 5\u201317 (2006)","journal-title":"Clust. Comput."},{"issue":"3","key":"550_CR11","doi-asserted-by":"crossref","first-page":"881","DOI":"10.1007\/s10586-013-0308-1","volume":"17","author":"J-K Kim","year":"2014","unstructured":"Kim, J.-K., Lee, J.-S., Park, D.-K., Lim, Y.-S., Lee, Y.-H., Jung, E.-Y.: Adaptive mining prediction model for content recommendation to coronary heart disease patients. Clust. Comput. 17(3), 881\u2013891 (2014)","journal-title":"Clust. Comput."},{"issue":"3","key":"550_CR12","doi-asserted-by":"crossref","first-page":"362","DOI":"10.1007\/s10015-009-0682-1","volume":"14","author":"H Tamura","year":"2009","unstructured":"Tamura, H., Kawano, S., Tanno, K.: Unsupervised learning method for a support vector machine and its application to surface electromyogram recognition. Artif. Life Robot. 14(3), 362\u2013366 (2009)","journal-title":"Artif. Life Robot."},{"issue":"2","key":"550_CR13","doi-asserted-by":"crossref","first-page":"817","DOI":"10.1007\/s10586-014-0416-6","volume":"18","author":"R Sandhu","year":"2015","unstructured":"Sandhu, R., Sood, S.K.: Scheduling of big data applications on distributed cloud based on QoS parameters. Clust. Comput. 18(2), 817\u2013828 (2015)","journal-title":"Clust. Comput."},{"issue":"5","key":"550_CR14","doi-asserted-by":"crossref","first-page":"500","DOI":"10.1162\/pres.15.5.500","volume":"15","author":"R Leeb","year":"2006","unstructured":"Leeb, R., Keinrath, C., Friedman, D., et al.: Walking by thinking: the brainwaves are crucial, not the muscle. Presence 15(5), 500\u2013514 (2006)","journal-title":"Presence"},{"issue":"2","key":"550_CR15","doi-asserted-by":"crossref","first-page":"747","DOI":"10.1007\/s10586-015-0440-1","volume":"18","author":"S-H Kim","year":"2015","unstructured":"Kim, S.-H., Chung, K.: Emergency situation monitoring service using context motion tracking of chronic disease patients. Clust. Comput. 18(2), 747\u2013759 (2015)","journal-title":"Clust. Comput."},{"issue":"6","key":"550_CR16","doi-asserted-by":"crossref","first-page":"15","DOI":"10.7583\/JKGS.2013.13.6.15","volume":"13","author":"C-M Kim","year":"2013","unstructured":"Kim, C.-M., Kang, G.-H., Kim, E.-S.: A study on the generation method of visual-auditory feedback for BCI rhythm game. J. Korea Game Soc. 13(6), 15\u201326 (2013)","journal-title":"J. Korea Game Soc."},{"issue":"3","key":"550_CR17","first-page":"695","volume":"9","author":"K-J Bak","year":"2008","unstructured":"Bak, K.-J., Yi, S.-G., Jeong, S.-H.: A study on the brain wave characteristics of baduk expert by BCI (brain computer interface). J. Korea Acad. Ind. Coop. Soc. 9(3), 695\u2013701 (2008)","journal-title":"J. Korea Acad. Ind. Coop. Soc."},{"issue":"3","key":"550_CR18","doi-asserted-by":"crossref","first-page":"757","DOI":"10.1007\/s10586-013-0289-0","volume":"17","author":"S Lee","year":"2014","unstructured":"Lee, S., Baik, Y., Nam, K., Ahn, J., Lee, Y., Oh, S., Kim, K.: Developing a cognitive evaluation method for serious game engineers. Clus. Comput. 17(3), 757\u2013766 (2014)","journal-title":"Clus. Comput."},{"key":"550_CR19","first-page":"1","volume":"197","author":"D-Y Jung","year":"2013","unstructured":"Jung, D.-Y.: Future of UI, brain computer interface (BCI). Samsung Econ. Res. Inst. 197, 1 (2013)","journal-title":"Samsung Econ. Res. Inst."},{"issue":"6","key":"550_CR20","first-page":"115","volume":"10","author":"Y Sung","year":"2010","unstructured":"Sung, Y., Cho, K., Um, K.: A normalization method to utilize brain waves as brain computer interface game control. J. Korea Game Soc. 10(6), 115\u2013124 (2010)","journal-title":"J. Korea Game Soc."},{"issue":"11","key":"550_CR21","first-page":"409","volume":"11","author":"X-W Tian","year":"2013","unstructured":"Tian, X.-W., Lim, J.S.: Learning distribution graphs using a neuro-fuzzy network for naive Bayesian classifier. J. Digit. Policy Manag. 11(11), 409\u2013414 (2013)","journal-title":"J. Digit. Policy Manag."},{"issue":"2","key":"550_CR22","doi-asserted-by":"crossref","first-page":"795","DOI":"10.1007\/s10586-015-0439-7","volume":"18","author":"G Muhammad","year":"2015","unstructured":"Muhammad, G.: Automatic speech recognition using interlaced derivative pattern for cloud based healthcare system. Clus. Comput. 18(2), 795\u2013802 (2015)","journal-title":"Clus. Comput."},{"issue":"1","key":"550_CR23","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1007\/s10586-009-0096-9","volume":"13","author":"N Mansour","year":"2010","unstructured":"Mansour, N., Chehab, M.I., Faour, A.: Filtering intrusion detection alarms. Clus. Comput. 13(1), 19\u201329 (2010)","journal-title":"Clus. Comput."},{"key":"550_CR24","doi-asserted-by":"crossref","unstructured":"\u0160muc, T., Gamberger, D., Krsta\u010di\u0107, G.: Combining Unsupervised and Supervised Machine Learning in Analysis of the CHD Patient Database. Artificial intelligence in medicine lecture notes in computer science, vol. 2101, pp. 109\u2013112. Springer, Tokyo (2001)","DOI":"10.1007\/3-540-48229-6_14"},{"key":"550_CR25","volume-title":"Self Organization and Associative Memory","author":"T Kohonen","year":"1990","unstructured":"Kohonen, T.: Self Organization and Associative Memory, 3rd edn. Springer, New York (1990)","edition":"3"},{"key":"550_CR26","doi-asserted-by":"crossref","first-page":"1464","DOI":"10.1109\/5.58325","volume":"78","author":"T Kohonen","year":"1990","unstructured":"Kohonen, T.: The self-organizing map. Proc. IEEE 78, 1464\u20131480 (1990)","journal-title":"Proc. IEEE"},{"key":"550_CR27","volume-title":"Self-Organization of Orientation Sensitive Cells in the Striate Cortex, Neurocomputing, Foundations of Research","author":"C Malsburg von der","year":"1988","unstructured":"von der Malsburg, C.: Self-Organization of Orientation Sensitive Cells in the Striate Cortex, Neurocomputing, Foundations of Research. MIT Press, Cambridge (1988)"},{"issue":"4","key":"550_CR28","doi-asserted-by":"crossref","first-page":"2285","DOI":"10.1016\/j.neuroimage.2012.02.017","volume":"60","author":"A Gunduz","year":"2012","unstructured":"Gunduz, A., Brunner, P., Daitch, A., Leuthardt, E.C., Ritaccio, A.L., Pesaran, B., Schalk, G.: Decoding covert spatial attention using electrocorticographic (ECoG) signals in humans. NeuroImage 60(4), 2285\u20132293 (2012)","journal-title":"NeuroImage"},{"issue":"2","key":"550_CR29","doi-asserted-by":"crossref","first-page":"172","DOI":"10.5391\/JKIIS.2013.23.2.172","volume":"23","author":"D-E Kim","year":"2013","unstructured":"Kim, D.-E., Lee, T.-J., Park, S.-M., Ko, K.-E., Sim, K.-B.: EEG analysis following change in hand grip force level for BCI based robot arm force control. J. Korean Inst. Intell. Syst. 23(2), 172\u2013177 (2013)","journal-title":"J. Korean Inst. Intell. Syst."},{"issue":"1","key":"550_CR30","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s00221-012-3226-1","volume":"223","author":"NR Anderson","year":"2012","unstructured":"Anderson, N.R., Blakely, T., Schalk, G., Leuthardt, E.C., Moran, D.W.: Electrocorticographic (ECoG) correlates of human arm movements. Exp. Brain Res. 223(1), 1\u201310 (2012)","journal-title":"Exp. Brain Res."},{"issue":"7","key":"550_CR31","first-page":"26","volume":"31","author":"M-K An","year":"2013","unstructured":"An, M.-K., Choi, J.-Y., Lee, M.-J., Lee, J.G., Jun, S.-C.: A review of brain computer interface (BCI) games. J. Korea Inf. Sci. Soc. 31(7), 26\u201334 (2013)","journal-title":"J. Korea Inf. Sci. Soc."},{"issue":"2","key":"550_CR32","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1007\/s10586-009-0114-y","volume":"13","author":"K Li","year":"2010","unstructured":"Li, K., Wang, Y.: Distance estimation by mining characteristics in anisotropic sensor networks. Clus. Comput. 13(2), 167\u2013180 (2010)","journal-title":"Clus. Comput."}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-016-0550-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-016-0550-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-016-0550-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-016-0550-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,14]],"date-time":"2024-06-14T22:41:15Z","timestamp":1718404875000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-016-0550-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,3,10]]},"references-count":32,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2016,6]]}},"alternative-id":["550"],"URL":"https:\/\/doi.org\/10.1007\/s10586-016-0550-4","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"value":"1386-7857","type":"print"},{"value":"1573-7543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,3,10]]}}}