{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T07:08:18Z","timestamp":1743145698981,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319220529"},{"type":"electronic","value":"9783319220536"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-22053-6_13","type":"book-chapter","created":{"date-parts":[[2015,8,12]],"date-time":"2015-08-12T03:48:56Z","timestamp":1439351336000},"page":"109-114","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A Generative Model with Ensemble Manifold Regularization for Multi-view Clustering"],"prefix":"10.1007","author":[{"given":"Shaokai","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yunming","family":"Ye","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raymond Y. K.","family":"Lau","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,8,13]]},"reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Blum, A., Mitchell, T.: Combining labeled and unlabeled data with co-training. In: COLT, pp.\u00a092\u2013100 (1998)","DOI":"10.1145\/279943.279962"},{"key":"13_CR2","first-page":"2649","volume":"12","author":"S Yu","year":"2011","unstructured":"Yu, S., Krishnapuram, B., Rosales, R., Rao, R.B.: Bayesian co-training. J. Mach. Learn. Res. 12, 2649\u20132680 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"13_CR3","unstructured":"Kumar, A., Rai, P., Daum, H.: Co-regularized multi-view spectral clustering. In: NIPS, pp.\u00a01413\u20131421 (2011)"},{"key":"13_CR4","first-page":"1","volume":"1","author":"M Belkin","year":"2006","unstructured":"Belkin, M., Niyogi, P., Sindhwani, V.: Manifold regularization: A geometric framework for learning from labeled and unlabeled examples. J. Mach. Learn. Res. 1, 1\u201348 (2006)","journal-title":"J. Mach. Learn. Res."},{"key":"13_CR5","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1016\/j.ins.2012.02.058","volume":"199","author":"F Zhuang","year":"2012","unstructured":"Zhuang, F., Karypis, G., Ning, X., et al.: Multi-view learning via probabilistic latent semantic analysis. Inf. Sci. 199, 20\u201330 (2012)","journal-title":"Inf. Sci."},{"key":"13_CR6","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2335234","author":"J Liu","year":"2014","unstructured":"Liu, J., Jiang, Y., Li, Z., et al.: Partially Shared Latent Factor Learning With Multiview Data. IEEE Trans. Neural Netw. Learn. Syst. (2014). doi:10.1109\/TNNLS.2014.2335234","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"13_CR7","unstructured":"Belkin, M., Niyogi, P.: Laplacian eigenmaps and spectral techniques for embedding and clustering. In: NIPS, pp.\u00a0586\u2013691 (2001)"},{"key":"13_CR8","doi-asserted-by":"crossref","unstructured":"Cai, D., Wang, X., He, X.: Probabilistic dyadic data analysis with local and global consistency. In: ICML, pp.\u00a0105\u2013112 (2009)","DOI":"10.1145\/1553374.1553388"},{"key":"13_CR9","doi-asserted-by":"crossref","unstructured":"Cai, D., Mei, Q., Han, J., Zhai, C.: Modeling hidden topics on document manifold. In: CIKM, pp.\u00a0911\u2013920 (2008)","DOI":"10.1145\/1458082.1458202"},{"key":"13_CR10","first-page":"252","volume":"13","author":"J Liu","year":"2013","unstructured":"Liu, J., Wang, C., Gao, J., Han, J.: Multi-view clustering via joint nonnegative matrix factorization. SDM 13, 252\u2013260 (2013)","journal-title":"SDM"},{"issue":"6","key":"13_CR11","doi-asserted-by":"publisher","first-page":"1227","DOI":"10.1109\/TPAMI.2012.57","volume":"34","author":"B Geng","year":"2012","unstructured":"Geng, B., Tao, D., Xu, C., Yang, L., Hua, X.S.: Ensemble manifold regularization. IEEE Trans. Pattern Anal. Mach. Intell. 34(6), 1227\u20131233 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"12","key":"13_CR12","doi-asserted-by":"publisher","first-page":"1999","DOI":"10.1109\/TNNLS.2013.2271327","volume":"24","author":"M Karasuyama","year":"2013","unstructured":"Karasuyama, M., Mamitsuka, H.: Multiple graph label propagation by sparse integration. IEEE Trans. Neural Netw. Learn. Syst. 24(12), 1999\u20132012 (2013)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"13_CR13","doi-asserted-by":"crossref","unstructured":"Wang, H., Weng, C., Yuan, J.: Multi-feature spectral clustering with minimax optimization. In: CVPR, pp.\u00a04106\u20134113 (2014)","DOI":"10.1109\/CVPR.2014.523"},{"key":"13_CR14","unstructured":"He, X., Niyogi, P.: Locality Preserving Projections. In: NIPS, pp.\u00a0145\u2013153 (2004)"}],"container-title":["Lecture Notes in Computer Science","Advanced Intelligent Computing Theories and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-22053-6_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,21]],"date-time":"2023-02-21T05:56:53Z","timestamp":1676959013000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-22053-6_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319220529","9783319220536"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-22053-6_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"13 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}