{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T02:53:37Z","timestamp":1743044017677,"version":"3.40.3"},"publisher-location":"Cham","reference-count":8,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030049454"},{"type":"electronic","value":"9783030049461"}],"license":[{"start":{"date-parts":[[2019,2,19]],"date-time":"2019-02-19T00:00:00Z","timestamp":1550534400000},"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":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-04946-1_28","type":"book-chapter","created":{"date-parts":[[2019,2,18]],"date-time":"2019-02-18T12:13:10Z","timestamp":1550491990000},"page":"285-290","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Medical Diagnosis Based on Nonlinear Manifold Discriminative Projection"],"prefix":"10.1007","author":[{"given":"Ping","family":"He","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xincheng","family":"Chang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohua","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhijun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianyu","family":"Jing","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuan","family":"Lou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,2,19]]},"reference":[{"key":"28_CR1","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1016\/j.media.2016.06.032","volume":"33","author":"M De Bruijne","year":"2016","unstructured":"De Bruijne, M.: Machine learning approaches in medical image analysis: from detection to diagnosis. Med. Image Anal. 33, 94\u201397 (2016)","journal-title":"Med. Image Anal."},{"issue":"3","key":"28_CR2","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1177\/155005941104200304","volume":"42","author":"LR Trambaiolli","year":"2011","unstructured":"Trambaiolli, L.R., et al.: Improving Alzheimer\u2019s disease diagnosis with machine learning techniques. Clin. EEG Neurosci. 42(3), 160 (2011)","journal-title":"Clin. EEG Neurosci."},{"issue":"3","key":"28_CR3","first-page":"43","volume":"8","author":"S Zhang","year":"2017","unstructured":"Zhang, S., Li, X., Zong, M., Zhu, X., Cheng, D.: Learning k, for knn classification. ACM Trans. Intell. Syst. Technol. 8(3), 43 (2017)","journal-title":"ACM Trans. Intell. Syst. Technol."},{"issue":"5","key":"28_CR4","first-page":"1","volume":"2","author":"J Platt","year":"1998","unstructured":"Platt, J.: A fast algorithm for training support vector machines. J. Inf. Technol. 2(5), 1\u201328 (1998)","journal-title":"J. Inf. Technol."},{"issue":"5500","key":"28_CR5","doi-asserted-by":"publisher","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"ST Roweis","year":"2000","unstructured":"Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. Science 290(5500), 2323\u20132326 (2000)","journal-title":"Science"},{"key":"28_CR6","doi-asserted-by":"crossref","unstructured":"Ridder, D.D., Kouropteva, O., et al.: Supervised locally linear embedding. In: Joint International Conference on Artificial Neural Networks and Neural Information Processing, pp. 333\u2013341. Springer (2003)","DOI":"10.1007\/3-540-44989-2_40"},{"issue":"4","key":"28_CR7","first-page":"1","volume":"1","author":"A Ukil","year":"2002","unstructured":"Ukil, A.: Support vector machine. Comput. Sci. 1(4), 1\u201328 (2002)","journal-title":"Comput. Sci."},{"key":"28_CR8","unstructured":"Ridder, D.D., Duin, R.P.W.: Locally linear embedding for classification. IEEE Trans. Pattern Anal. Mach. Intell. (2002)"}],"container-title":["Studies in Computational Intelligence","Cognitive Internet of Things: Frameworks, Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-04946-1_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,17]],"date-time":"2019-05-17T20:30:29Z","timestamp":1558125029000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-04946-1_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,2,19]]},"ISBN":["9783030049454","9783030049461"],"references-count":8,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-04946-1_28","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2019,2,19]]},"assertion":[{"value":"19 February 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISAIR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Artificial Intelligence and Robotics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Nanjing","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 November 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 November 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"isair2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/isair.site\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}