{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T18:59:33Z","timestamp":1725562773401},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642158216"},{"type":"electronic","value":"9783642158223"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15822-3_57","type":"book-chapter","created":{"date-parts":[[2010,8,12]],"date-time":"2010-08-12T11:21:34Z","timestamp":1281612094000},"page":"468-478","source":"Crossref","is-referenced-by-count":1,"title":["Multi Class Semi-Supervised Classification with Graph Construction Based on Adaptive Metric Learning"],"prefix":"10.1007","author":[{"given":"Shogo","family":"Okada","sequence":"first","affiliation":[]},{"given":"Toyoaki","family":"Nishida","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"57_CR1","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/9780262033589.001.0001","volume-title":"Semi-supervised learning","author":"O. Chapelle","year":"2006","unstructured":"Chapelle, O., Scholkopf, B., Zien, A.: Semi-supervised learning. MIT Press, Cambridge (2006)"},{"key":"57_CR2","unstructured":"Joachims, T.: Transductive inference for text classifcation using support vector machines. In: Proc. ICML (1999)"},{"key":"57_CR3","first-page":"2434","volume":"7","author":"M. Belkin","year":"2006","unstructured":"Belkin, M., Niyogi, P., Sindhwani, V.: Manifold regularization: A geometric framework for learning from labeled and unlabeled examples. The Journal of Machine Learning Research\u00a07, 2434 (2006)","journal-title":"The Journal of Machine Learning Research"},{"key":"57_CR4","unstructured":"Wang, J., Chang, S., Zhou, X., Wong, S.: Active microscopic cellular image annotation by superposable graph transduction with imbalanced labels. In: Proc. IEEE Conference on CVPR (2008)"},{"key":"57_CR5","first-page":"595","volume-title":"NIPS 2004","author":"D. Zhou","year":"2004","unstructured":"Zhou, D., Bousquet, O., Lal, T., Weston, J., Sch\u00f6kopf, B.: Learning with local and global consistency. In: NIPS 2004, pp. 595\u2013602. The MIT Press, Cambridge (2004)"},{"key":"57_CR6","unstructured":"Zhu, X., Ghahramani, Z., Lafferty, J.: Semi-supervised learning using Gaussian fields and harmonic functions. In: Proc. ICML, vol.\u00a020, p. 912 (2003)"},{"key":"57_CR7","doi-asserted-by":"crossref","unstructured":"Liu, W., Chang, S.F.: Robust multi-class transductive learning with graphs. In: Proc. IEEE Conference on CVPR, pp. 381\u2013388 (2009)","DOI":"10.1109\/CVPR.2009.5206871"},{"key":"57_CR8","doi-asserted-by":"crossref","unstructured":"Ye, J., Zhao, Z., Liu, H.: Adaptive distance metric learning for clustering. In: Proc. IEEE Conference on CVPR (2007)","DOI":"10.1109\/CVPR.2007.383103"},{"key":"57_CR9","unstructured":"Zhu, X.: Semi-supervised learning literature survey. Technical report, Computer Science, University of Wisconsin-Madison (2006)"},{"key":"57_CR10","first-page":"451","volume":"18","author":"A. Globerson","year":"2006","unstructured":"Globerson, A., Roweis, S.: Metric learning by collapsing classes. Advances in Neural Information Processing Systems\u00a018, 451 (2006)","journal-title":"Advances in Neural Information Processing Systems"},{"key":"57_CR11","unstructured":"Goldberger, J., Roweis, S., Hinton, G., Salakhutdinov, R.: Neighbourhood components analysis. In: Advances in Neural Information Processing Systems, pp. 513\u2013520 (2004)"},{"key":"57_CR12","volume-title":"Introduction to statistical pattern recognition","author":"K. Fukunaga","year":"1990","unstructured":"Fukunaga, K.: Introduction to statistical pattern recognition. Academic Press, New York (1990)"},{"issue":"5500","key":"57_CR13","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"J. Tenenbaum","year":"2000","unstructured":"Tenenbaum, J., Silva, V., Langford, J.: A global geometric framework for nonlinear dimensionality reduction. Science\u00a0290(5500), 2319 (2000)","journal-title":"Science"},{"key":"57_CR14","doi-asserted-by":"publisher","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"S.T. Roweis","year":"2000","unstructured":"Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. SCIENCE\u00a0290, 2323\u20132326 (2000)","journal-title":"SCIENCE"},{"key":"57_CR15","unstructured":"Zha, Z.J., Mei, T., Wang, M., Wang, Z., Hua, X.S.: In: Proc. International Joint Conferences on Artificial Intelligence (IJCAI)"},{"key":"57_CR16","first-page":"556","volume-title":"Proceedings of ACM SIGKDD","author":"I. Dhillon","year":"2004","unstructured":"Dhillon, I., Guan, Y., Kulis, B.: Kernel k-means: spectral clustering and normalized cuts. In: Proceedings of ACM SIGKDD, p. 556. ACM, New York (2004)"},{"key":"57_CR17","unstructured":"Wagstaff, K., Cardie, C., Rogers, S., Schrodl, S.: Constrained k-means clustering with background knowledge. In: Proc. ICML, pp. 577\u2013584 (2001)"},{"key":"57_CR18","unstructured":"Zhou, D., Bousquet, O., Lal, T., Weston, J., Sch\u00f6lkopf, B.: Semi-supervised learning by maximizing smoothness. J. of Mach. Learn. Research (2004)"},{"key":"57_CR19","unstructured":"Blake, C., Merz, C.: UCI repository of machine learning databases (1998)"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks \u2013 ICANN 2010"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15822-3_57.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T02:41:11Z","timestamp":1606185671000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15822-3_57"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642158216","9783642158223"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15822-3_57","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}