{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T15:39:33Z","timestamp":1742917173893,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":11,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811034756"},{"type":"electronic","value":"9789811034763"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-981-10-3476-3_16","type":"book-chapter","created":{"date-parts":[[2016,12,20]],"date-time":"2016-12-20T15:27:01Z","timestamp":1482247621000},"page":"133-139","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Semi-supervised Hessian Eigenmap for Human Action Recognition"],"prefix":"10.1007","author":[{"given":"Xueqi","family":"Ma","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiaxing","family":"Pan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yue","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weifeng","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,12,21]]},"reference":[{"issue":"5","key":"16_CR1","first-page":"594","volume":"44","author":"IT Jolliffe","year":"2005","unstructured":"Jolliffe, I.T.: Principal component analysis. Technometrics 44(5), 594\u2013609 (2005)","journal-title":"Technometrics"},{"key":"16_CR2","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/978-3-642-27497-8_6","volume-title":"Geometric Structure of High-Dimensional Data and Dimensionality Reduction","author":"J Wang","year":"2012","unstructured":"Wang, J.: Geometric Structure of High-Dimensional Data and Dimensionality Reduction, vol. 256, pp. 115\u2013119. Higher Education Press\/Springer, Beijing\/Heidelberg (2012)"},{"issue":"22","key":"16_CR3","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(22), 2323\u20132326 (2000)","journal-title":"Science"},{"issue":"22","key":"16_CR4","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"JB Tenenbaum","year":"2000","unstructured":"Tenenbaum, J.B., de Silva, V., Langford, J.C.: A global geometric framework for nonlinear dimensionality reduction. Science 290(22), 2319\u20132323 (2000)","journal-title":"Science"},{"issue":"1","key":"16_CR5","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1137\/S1064827502419154","volume":"26","author":"Z Zhang","year":"2005","unstructured":"Zhang, Z., Zha, H.: Principal manifolds and nonlinear dimension reduction via local tangent space alignment. SIAM J. Sci. Comput. 26(1), 313\u2013338 (2005)","journal-title":"SIAM J. Sci. Comput."},{"issue":"6","key":"16_CR6","doi-asserted-by":"publisher","first-page":"1373","DOI":"10.1162\/089976603321780317","volume":"15","author":"M Belkin","year":"2003","unstructured":"Belkin, M., Niyogi, P.: Laplacian Eigenmaps for dimensionality reduction and data representation. Neural Comput. 15(6), 1373\u20131396 (2003)","journal-title":"Neural Comput."},{"issue":"10","key":"16_CR7","doi-asserted-by":"publisher","first-page":"5591","DOI":"10.1073\/pnas.1031596100","volume":"100","author":"DL Donoho","year":"2003","unstructured":"Donoho, D.L., Grimes, C.: Hessian Eigenmaps: new locally linear embedding techniques for high-dimensional data. PNAS 100(10), 5591\u20135596 (2003)","journal-title":"PNAS"},{"key":"16_CR8","doi-asserted-by":"crossref","unstructured":"Yang, X., Fu, H.Y., Zha, H.Y.: Semi-supervised nonlinear dimensionality reduction. In: Proceedings of the 23th International Conference on Machine Learning, pp. 1065\u20131072 (2006)","DOI":"10.1145\/1143844.1143978"},{"issue":"2","key":"16_CR9","first-page":"601","volume":"33","author":"L Hai-hong","year":"2012","unstructured":"Hai-hong, L., Cong-hui, Z.: Semi-supervised Laplacian Eigenmap. Comput. Eng. Des. 33(2), 601\u2013606 (2012)","journal-title":"Comput. Eng. Des."},{"key":"16_CR10","unstructured":"Kim, K.I., Steinke, F., Hein, M.: Semi-supervised regression using Hessian energy with an application to semi-supervised dimensionality reduction. In: Neural Information Processing Systems, pp. 979\u2013987 (2009)"},{"key":"16_CR11","doi-asserted-by":"crossref","unstructured":"Guo, Y., Li, L., Liu, W., Cheng, J., Tao, D.: Multiview cauchy estimator feature embedding for depth and inertial sensor-based human action recognition. arXiv:1608.02183 (2016)","DOI":"10.1109\/TSMC.2016.2617465"}],"container-title":["Communications in Computer and Information Science","Intelligent Visual Surveillance"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-10-3476-3_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,19]],"date-time":"2022-07-19T16:10:18Z","timestamp":1658247018000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-10-3476-3_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9789811034756","9789811034763"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-981-10-3476-3_16","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"21 December 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}