{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T11:02:39Z","timestamp":1725793359249},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319066073"},{"type":"electronic","value":"9783319066080"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-06608-0_24","type":"book-chapter","created":{"date-parts":[[2014,5,8]],"date-time":"2014-05-08T01:40:40Z","timestamp":1399513240000},"page":"286-297","source":"Crossref","is-referenced-by-count":1,"title":["Collective Matrix Factorization of Predictors, Neighborhood and Targets for Semi-supervised Classification"],"prefix":"10.1007","author":[{"given":"Lucas Rego","family":"Drumond","sequence":"first","affiliation":[]},{"given":"Lars","family":"Schmidt-Thieme","sequence":"additional","affiliation":[]},{"given":"Christoph","family":"Freudenthaler","sequence":"additional","affiliation":[]},{"given":"Artus","family":"Krohn-Grimberghe","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"24_CR1","first-page":"2399","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, 2399\u20132434 (2006)","journal-title":"The Journal of Machine Learning Research"},{"volume-title":"Semi-Supervised Learning","year":"2006","key":"24_CR2","unstructured":"Chapelle, O., Sch\u00f6lkopf, B., Zien, A. (eds.): Semi-Supervised Learning. MIT Press, Cambridge (2006)"},{"key":"24_CR3","unstructured":"Cozman, F., Cohen, I., Cirelo, M.: Semi-supervised learning of mixture models. In: 20th International Conference on Machine Learning, vol.\u00a020, pp. 99\u2013106 (2003)"},{"key":"24_CR4","unstructured":"Gammerman, A., Vovk, V., Vapnik, V.: Learning by Transduction. In: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, pp. 148\u2013156. Morgan Kaufmann (1998)"},{"key":"24_CR5","unstructured":"Joachims, T.: Transductive Inference for Text Classification using Support Vector Machines. In: Proceedings of the 1999 International Conference on Machine Learning, ICML (1999)"},{"key":"24_CR6","unstructured":"Liu, Y., Jin, R., Yang, L.: Semi-supervised multi-label learning by constrained non-negative matrix factorization. In: Proceedings of the National Conference on Artificial Intelligence, vol.\u00a021, p. 421. AAAI Press (2006)"},{"key":"24_CR7","first-page":"1149","volume":"12","author":"S. Melacci","year":"2011","unstructured":"Melacci, S., Belkin, M.: Laplacian Support Vector Machines Trained in the Primal. Journal of Machine Learning Research\u00a012, 1149\u20131184 (2011)","journal-title":"Journal of Machine Learning Research"},{"key":"24_CR8","doi-asserted-by":"crossref","first-page":"33","DOI":"10.7551\/mitpress\/6173.003.0006","volume-title":"Semi-Supervised Learning","author":"K. Nigam","year":"2006","unstructured":"Nigam, K., McCallum, A., Mitchell, T.: Semi-supervised text classification using EM. In: Chapelle, O., Sch\u00f6lkopf, B., Zien, A. (eds.) Semi-Supervised Learning, pp. 33\u201356. The MIT Press, Cambridge (2006)"},{"key":"24_CR9","unstructured":"Rennie, J.: Smooth Hinge Classification (February 2005), http:\/\/people.csail.mit.edu\/jrennie\/writing\/smoothHinge.pdf"},{"key":"24_CR10","doi-asserted-by":"publisher","first-page":"650","DOI":"10.1145\/1401890.1401969","volume-title":"Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"A.P. Singh","year":"2008","unstructured":"Singh, A.P., Gordon, G.J.: Relational learning via collective matrix factorization. In: Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 650\u2013658. ACM, New York (2008)"},{"key":"24_CR11","unstructured":"Szummer, M., Jaakkola, T.: Information regularization with partially labeled data. In: Advances in Neural Information Processing Systems, vol.\u00a015, pp. 1025\u20131032 (2002)"},{"key":"24_CR12","doi-asserted-by":"crossref","unstructured":"Wang, F., Li, T., Zhang, C.: Semi-supervised clustering via matrix factorization. In: Proceedings of the 2008 SIAM International Conference on Data Mining, pp. 1\u201312. SIAM (2008)","DOI":"10.1137\/1.9781611972788.1"},{"key":"24_CR13","unstructured":"Weinberger, K., Packer, B., Saul, L.: Nonlinear dimensionality reduction by semidefinite programming and kernel matrix factorization. In: Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, pp. 381\u2013388 (2005)"},{"key":"24_CR14","unstructured":"Zhou, D., Bousquet, O., Lal, T.N., Weston, J., Scholkopf, B.: Learning with local and global consistency. In: Advances in Neural Information Processing Systems, vol.\u00a016, pp. 321\u2013328 (2004)"},{"key":"24_CR15","unstructured":"Zhu, X.: Semi-supervised learning literature survey. Tech. Rep. 1530, University of Wisconsin, Madison (December 2006)"},{"key":"24_CR16","unstructured":"Zhu, X., Ghahramani, Z., Lafferty, J.: Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions. In: Proceedings of the Twentieth International Conference on Machine Learning (ICML), pp. 912\u2013919 (2003)"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-06608-0_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,26]],"date-time":"2023-07-26T04:08:08Z","timestamp":1690344488000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-06608-0_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319066073","9783319066080"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-06608-0_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}