{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T10:35:52Z","timestamp":1725532552696},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642015069"},{"type":"electronic","value":"9783642015076"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-642-01507-6_82","type":"book-chapter","created":{"date-parts":[[2009,5,19]],"date-time":"2009-05-19T18:47:03Z","timestamp":1242758823000},"page":"728-734","source":"Crossref","is-referenced-by-count":0,"title":["Efficient Learning from Few Labeled Examples"],"prefix":"10.1007","author":[{"given":"Jiao","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Siwei","family":"Luo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingjing","family":"Zhong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"82_CR1","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1613\/jair.2005","volume":"27","author":"I. Muslea","year":"2006","unstructured":"Muslea, I., Minton, S., Knoblock, C.A.: Active Learning with Multiple Views. Journal of Artificial Intelligence Research\u00a027, 203\u2013233 (2006)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"82_CR2","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1023\/A:1007330508534","volume":"28","author":"Y. Freund","year":"1997","unstructured":"Freund, Y., et al.: Selective Sampling Using the Query by Committee Algorithm. Machine Learning\u00a028, 133\u2013168 (1997)","journal-title":"Machine Learning"},{"key":"82_CR3","volume-title":"Advances in Neural Information Processing Systems 7","author":"D.A. Cohn","year":"1995","unstructured":"Cohn, D.A., Ghahramani, Z., Jordan, M.I.: Active Learning with Statistical Models. In: Advances in Neural Information Processing Systems 7. MIT Press, Cambridge (1995)"},{"key":"82_CR4","doi-asserted-by":"crossref","unstructured":"Lewis, D.D., Catlett, J.: Heterogeneous Uncertainty Sampling for Supervised Learning. In: Proceedings of the 11th International Conference on Machine Learning (1994)","DOI":"10.1016\/B978-1-55860-335-6.50026-X"},{"key":"82_CR5","doi-asserted-by":"crossref","unstructured":"Blum, A., Mitchell, T.: Combining Labeled and Unlabeled Data with Co-Training. In: Proceedings of the 11th Annual Conference on Computational Learning Theory, Madison, WI (1998)","DOI":"10.1145\/279943.279962"},{"key":"82_CR6","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1023\/A:1007692713085","volume":"39","author":"K. Nigam","year":"1999","unstructured":"Nigam, K., et al.: Text Classification from Labeled and Unlabeled Documents Using EM. Machine Learning\u00a039, 103\u2013134 (1999)","journal-title":"Machine Learning"},{"key":"82_CR7","volume-title":"Proceedings of the 18th International Conference on Machine Learning","author":"A. Blum","year":"2001","unstructured":"Blum, A., Chawla, S.: Learning from Labeled and Unlabeled Data Using Graph Mincuts. In: Proceedings of the 18th International Conference on Machine Learning. Morgan Kaufmann, San Francisco (2001)"},{"key":"82_CR8","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1023\/B:MACH.0000033120.25363.1e","volume":"56","author":"M. Belkin","year":"2004","unstructured":"Belkin, M., Niyogi, P.: Semi-Supervised Learning on Riemannian Manifolds. Machine Learning\u00a056, 209\u2013239 (2004)","journal-title":"Machine Learning"},{"key":"82_CR9","unstructured":"Zhu, X., Lafferty, J., Ghahramani, Z.: Combining Active Learning and Semi-supervised Learning Using Gaussian Fields and Harmonic Functions. In: ICML 2003 workshop on the Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining (2003)"},{"key":"82_CR10","unstructured":"Muslea, I., Minton, S., Knoblock, C.A.: Active +Semi-supervised Learning Robust Multi-view Learning. In: Proceedings of the 19th International Conference on Machine Learning (2002)"},{"key":"82_CR11","doi-asserted-by":"crossref","unstructured":"Wang, W., Zhou, Z.: On Multi-view Active Learning and the Combination with Semi-Supervised Learning. In: Proceedings of the 25th nternational Conference on Machine Learning, Helsinki, Finland (2008)","DOI":"10.1145\/1390156.1390301"},{"key":"82_CR12","unstructured":"Belkin, M., Niyogi, P., Sindhwani, V.: Manifold Regularization: A Geometric Framework for Learning from Examples. Department of Computer Science, University of Chicago, Technical Report (2004)"}],"container-title":["Lecture Notes in Computer Science","Advances in Neural Networks \u2013 ISNN 2009"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-01507-6_82","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,7]],"date-time":"2019-03-07T23:39:33Z","timestamp":1552001973000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-01507-6_82"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642015069","9783642015076"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-01507-6_82","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}