{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T00:59:22Z","timestamp":1773536362145,"version":"3.50.1"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319776033","type":"print"},{"value":"9783319776040","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,5,19]],"date-time":"2018-05-19T00:00:00Z","timestamp":1526688000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-319-77604-0_15","type":"book-chapter","created":{"date-parts":[[2018,5,18]],"date-time":"2018-05-18T02:57:28Z","timestamp":1526612248000},"page":"203-212","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Unsupervised Machine Learning in Classification of Neurobiological Data"],"prefix":"10.1007","author":[{"given":"Konrad A.","family":"Ciecierski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tomasz","family":"Mandat","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,5,19]]},"reference":[{"key":"15_CR1","doi-asserted-by":"publisher","DOI":"10.1055\/b-002-56126","volume-title":"Microelectrode Recording in Movement Disorder Surgery","author":"Z Israel","year":"2004","unstructured":"Israel, Z., Burchiel, K.J.: Microelectrode Recording in Movement Disorder Surgery. Thieme Medical Publishers, New York (2004)"},{"key":"15_CR2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-34686-9","volume-title":"The Human Central Nervous System","author":"R Nieuwenhuys","year":"2008","unstructured":"Nieuwenhuys, R., Huijzen, C., Voogd, J.: The Human Central Nervous System. Springer, Berlin (2008)"},{"key":"15_CR3","unstructured":"Nolte, J.: The Human Brain: An Introduction to Its Functional Anatomy. Mosby (2002)"},{"key":"15_CR4","first-page":"234","volume-title":"Lecture Notes in Computer Science","author":"Konrad Ciecierski","year":"2012","unstructured":"Ciecierski, K., Ra\u015b, Z.W., Przybyszewski, A.W.: Foundations of recommender system for STN localization during DBS surgery in Parkinson\u2019s patients. Foundations of Intelligent Systems, ISMIS 2012 Symposium, LNAI, vol. 7661, pp. 234\u2013243. Springer (2012)"},{"key":"15_CR5","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1007\/978-3-642-40769-7_29","volume-title":"Flexible Query Answering Systems","author":"Konrad Ciecierski","year":"2013","unstructured":"Ciecierski, K., Ra\u015b, Z.W., Przybyszewski, A.W.: Discrimination of the micro electrode recordings for STN localization during DBS surgery in Parkinson\u2019s patients. Flexible Query Answering Systems, FQAS 2013 Symposium, LNAI, vol. 8132, pp. 328\u2013339. Springer (2013)"},{"key":"15_CR6","doi-asserted-by":"crossref","unstructured":"Ciecierski, K., Ra\u015b, Z.W., Przybyszewski, A.W.: Foundations of automatic system for intrasurgical localization of subthalamic nucleus in Parkinson patients. Web Intelligence and Agent Systems, 2014\/1, pp. , 63\u201382. IOS Press (2014)","DOI":"10.3233\/WIA-140286"},{"key":"15_CR7","unstructured":"Ciecierski, K.: Decision Support System for surgical treatment of Parkinsons disease, Ph.D. thesis, Warsaw University of technology Press (2013)"},{"key":"15_CR8","unstructured":"Ciecierski, K., Mandat, T., Rola, R., Ra\u015b, Z.W., Przybyszewski, A.W.: Computer aided subthalamic nucleus (STN) localization during deep brain stimulation (DBS) surgery in Parkinson\u2019s patients. Annales Academiae Medicae Silesiensis, vol. 68, 5, pp. 275\u2013283 (2014)"},{"issue":"1","key":"15_CR9","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/S0028-3843(14)60057-8","volume":"45","author":"T Mandat","year":"2011","unstructured":"Mandat, T., Tykocki, T., Koziara, H., et al.: Subthalamic deep brain stimulation for the treatment of Parkinson disease. Neurologia i neurochirurgia polska 45(1), 32\u201336 (2011)","journal-title":"Neurologia i neurochirurgia polska"},{"issue":"1","key":"15_CR10","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1016\/j.jns.2011.07.027","volume":"310","author":"P Novak","year":"2011","unstructured":"Novak, P., Przybyszewski, A.W., Barborica, A., Ravin, P., Margolin, L., Pilitsis, J.G.: Localization of the subthalamic nucleus in Parkinson disease using multiunit activity. J. Neurol. Sci. 310(1), 44\u201349 (2011)","journal-title":"J. Neurol. Sci."},{"key":"15_CR11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-56702-5","volume-title":"A Ia Cour-Harbo. Ripples in Mathematics","author":"A Jensen","year":"2001","unstructured":"Jensen, A.: A Ia Cour-Harbo. Ripples in Mathematics. Springer, Berlin (2001)"},{"key":"15_CR12","doi-asserted-by":"publisher","first-page":"503","DOI":"10.1016\/B978-0-7506-7444-7\/50065-0","volume-title":"Digital Signal Processing","author":"Steven W. Smith","year":"2003","unstructured":"Smith, S.W.: Digital Signal Processing. Elsevier (2003)"},{"key":"15_CR13","unstructured":"Cha, S.-H.: Comprehensive survey on distance\/similarity measures between probability density functions. City 1(2), 1 (2007)"}],"container-title":["Studies in Big Data","Intelligent Methods and Big Data in Industrial Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-77604-0_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,2]],"date-time":"2020-11-02T03:59:18Z","timestamp":1604289558000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-77604-0_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5,19]]},"ISBN":["9783319776033","9783319776040"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-77604-0_15","relation":{},"ISSN":["2197-6503","2197-6511"],"issn-type":[{"value":"2197-6503","type":"print"},{"value":"2197-6511","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,5,19]]}}}