{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T13:28:05Z","timestamp":1725542885389},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540372363"},{"type":"electronic","value":"9783540372417"}],"license":[{"start":{"date-parts":[[2006,1,1]],"date-time":"2006-01-01T00:00:00Z","timestamp":1136073600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11815921_49","type":"book-chapter","created":{"date-parts":[[2006,8,8]],"date-time":"2006-08-08T18:01:38Z","timestamp":1155060098000},"page":"450-458","source":"Crossref","is-referenced-by-count":5,"title":["Graph Based Multi-class Semi-supervised Learning Using Gaussian Process"],"prefix":"10.1007","author":[{"given":"Yangqiu","family":"Song","sequence":"first","affiliation":[]},{"given":"Changshui","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Jianguo","family":"Lee","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"49_CR1","first-page":"929","volume":"15","author":"M. Belkin","year":"2003","unstructured":"Belkin, M., Niyogi, P.: Using manifold structure for partially labeled classification. NIPS\u00a015, 929\u2013936 (2003)","journal-title":"NIPS"},{"key":"49_CR2","unstructured":"Belkin, M., Niyogi, P., Sindhwani, V.: On Manifold Regularization. AI and Statistics, 17\u201324 (2005)"},{"key":"49_CR3","unstructured":"Blake, C.L., Merz, C.J.: UCI Repository of Machine Learning Databases, \n                      \n                        http:\/\/www.ics.uci.edu\/mlearn\/MLRepository.html"},{"key":"49_CR4","unstructured":"Chang, C., Lin, C.: LIBSVM: A Library for Support Vector Machines (2001)"},{"key":"49_CR5","doi-asserted-by":"crossref","unstructured":"Chung, F.: Spectral Graph Theory. Tegional Conference Series in Mathematics, vol. 92. American Mathematical Society (1997)","DOI":"10.1090\/cbms\/092"},{"issue":"6","key":"49_CR6","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1109\/34.927464","volume":"23","author":"A. Georghiades","year":"2001","unstructured":"Georghiades, A., Belhumeur, P., Kriegman, D.: From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose. IEEE Trans. on PAMI\u00a023(6), 643\u2013660 (2001)","journal-title":"IEEE Trans. on PAMI"},{"key":"49_CR7","doi-asserted-by":"crossref","first-page":"446","DOI":"10.1007\/978-3-642-72201-1_25","volume":"163","author":"D. Graham","year":"1998","unstructured":"Graham, D., Allinson, N.: Characterizing Virtual Eigensignatures for General Purpose Face Recognition. Face Recognition: From Theory to Applications\u00a0163, 446\u2013456 (1998)","journal-title":"Face Recognition: From Theory to Applications"},{"key":"49_CR8","unstructured":"Delalleau, O., Bengio, Y., Roux, N.L.: Efficient Non-Parametric Function Induction in Semi-Supervised Learning. AI and Statistics, 96\u2013103 (2005)"},{"issue":"5","key":"49_CR9","doi-asserted-by":"crossref","first-page":"550","DOI":"10.1109\/34.291440","volume":"16","author":"J. Hull","year":"1994","unstructured":"Hull, J.: A database for handwritten text recognition research. IEEE Trans. on PAMI\u00a016(5), 550\u2013554 (1994)","journal-title":"IEEE Trans. on PAMI"},{"key":"49_CR10","first-page":"753","volume":"17","author":"N.D. Lawrence","year":"2005","unstructured":"Lawrence, N.D., Jordan, M.I.: Semi-supervised learning via Gaussian processes. NIPS\u00a017, 753\u2013760 (2005)","journal-title":"NIPS"},{"key":"49_CR11","unstructured":"Mackay, D.: Introduction to Gaussian processes. Technical Report (1997)"},{"key":"49_CR12","unstructured":"Nene, S.A., Nayar, S.K., Murase, H.: Columbia Object Image Library (COIL-20), Technical Report (1996)"},{"key":"49_CR13","unstructured":"ORL Face Database, \n                      \n                        http:\/\/www.uk.research.att.com\/facedatabase.html"},{"key":"49_CR14","unstructured":"Seeger, M.: Relationships between Gaussian processes, Support Vector machines and Smoothing Splines. Technical Report (1999)"},{"key":"49_CR15","unstructured":"Seeger, M.: Learning with Labeled and Unlabeled Data. Technical Report (2000)"},{"issue":"12","key":"49_CR16","doi-asserted-by":"crossref","first-page":"1342","DOI":"10.1109\/34.735807","volume":"20","author":"C.K.I. Williams","year":"1998","unstructured":"Williams, C.K.I., Barber, D.: Bayesian Classification with Gaussian Processes. IEEE Trans. on PAMI\u00a020(12), 1342\u20131351 (1998)","journal-title":"IEEE Trans. on PAMI"},{"key":"49_CR17","first-page":"682","volume":"13","author":"C. Williams","year":"2001","unstructured":"Williams, C., Seeger, M.: Using the Nystr\u00f6m Method to Speed Up Kernel Machines. NIPS\u00a013, 682\u2013688 (2001)","journal-title":"NIPS"},{"key":"49_CR18","first-page":"321","volume":"16","author":"D. Zhou","year":"2003","unstructured":"Zhou, D., Bousquet, O., Lal, T.N., Weston, J., Sch\u00f6lkopf, B.: Learning with Local and Global Consistency. NIPS\u00a016, 321\u2013328 (2003)","journal-title":"NIPS"},{"key":"49_CR19","first-page":"912","volume":"20","author":"X. Zhu","year":"2003","unstructured":"Zhu, X., Ghahramani, Z., LaKerty, J.: Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions. ICML\u00a020, 912\u2013919 (2003)","journal-title":"ICML"},{"key":"49_CR20","unstructured":"Zhu, X., Ghahramani, Z.: Semi-Supervised Learning: From Gaussian Fields to Gaussian Processes. Technical Report (2003)"},{"key":"49_CR21","unstructured":"Zhu, X.: Semi-Supervised Learning Literature Survey. Technical Report (2005)"}],"container-title":["Lecture Notes in Computer Science","Structural, Syntactic, and Statistical Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11815921_49","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T17:11:31Z","timestamp":1558285891000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11815921_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540372363","9783540372417"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/11815921_49","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}