{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T18:46:17Z","timestamp":1780512377388,"version":"3.54.1"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319265544","type":"print"},{"value":"9783319265551","type":"electronic"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"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":[[2015]]},"DOI":"10.1007\/978-3-319-26555-1_72","type":"book-chapter","created":{"date-parts":[[2015,12,9]],"date-time":"2015-12-09T02:07:09Z","timestamp":1449626829000},"page":"635-644","source":"Crossref","is-referenced-by-count":2,"title":["Constrained Non-negative Matrix Factorization with Graph Laplacian"],"prefix":"10.1007","author":[{"given":"Pan","family":"Chen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yangcheng","family":"He","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongtao","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Li","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2015,12,9]]},"reference":[{"key":"72_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-3626-0","volume-title":"Vector Quantization and Signal Compression","author":"A Gersho","year":"1992","unstructured":"Gersho, A., Gray, R.M.: Vector Quantization and Signal Compression. Kluwer Academic Press, Boston (1992)"},{"issue":"11","key":"72_CR2","first-page":"2399","volume":"7","author":"M Belkin","year":"2006","unstructured":"Belkin, M., Niyogi, P., Sinndhwani, V.: Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. J. Mach. Learn. Res. 7(11), 2399\u20132434 (2006)","journal-title":"J. Mach. Learn. Res."},{"issue":"8","key":"72_CR3","doi-asserted-by":"publisher","first-page":"1548","DOI":"10.1109\/TPAMI.2010.231","volume":"33","author":"D Cai","year":"2011","unstructured":"Cai, D., He, X., Han, J., et al.: Graph regularized nonnegative matrix factorization for data representation. IEEE Trans. Pattern Anal. Mach. Intell. 33(8), 1548\u20131560 (2011)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"72_CR4","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262033589.001.0001","volume-title":"Semi-supervised Learning","author":"O Chapelle","year":"2006","unstructured":"Chapelle, O., Scholkopf, B., Zien, A., et al.: Semi-supervised Learning, vol. 2. MIT Press, Cambridge (2006)"},{"issue":"6755","key":"72_CR5","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"D Lee","year":"1999","unstructured":"Lee, D., Seung, H., et al.: Learning the parts of objects by non-negative matrix factorization. Nature 401(6755), 788\u2013791 (1999)","journal-title":"Nature"},{"issue":"7","key":"72_CR6","doi-asserted-by":"publisher","first-page":"1299","DOI":"10.1109\/TPAMI.2011.217","volume":"34","author":"H Liu","year":"2012","unstructured":"Liu, H., Wu, Z., Li, X., Cai, D.: Constrained nonnegative matrix factorization for image representation. IEEE Trans. Pattern Anal. Mach. Intell. 34(7), 1299\u20131311 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"72_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-1904-8","volume-title":"Principal Component Analysis","author":"I Jolliffe","year":"1986","unstructured":"Jolliffe, I.: Principal Component Analysis. Springer, New York (1986)"},{"key":"72_CR8","volume-title":"Pattern Classification","author":"RO Duda","year":"2000","unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification. WileyInterscience, New York (2000)"},{"issue":"3","key":"72_CR9","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1016\/j.neucom.2013.01.002","volume":"113","author":"S Gao","year":"2013","unstructured":"Gao, S., Chen, Z., Zhang, D.: Learning mid-perpendicular hyperplane similarity from cannot-link constraints. Neurocomputing 113(3), 195\u2013203 (2013)","journal-title":"Neurocomputing"},{"key":"72_CR10","doi-asserted-by":"crossref","unstructured":"Li, S., Hou, X., Zhang, H., Cheng, Q.: Learning spatially localized, parts-based representation. In: Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition, pp. 207\u2013212 (2001)","DOI":"10.1109\/CVPR.2001.990477"},{"key":"72_CR11","doi-asserted-by":"crossref","unstructured":"Xu, W., Liu, X., Gong, Y.: Document clustering based on non-negative matrix factorization. In: Proceedings of the Annual ACM SIGIR Conference on Research and Development in Information Retrieval (2003)","DOI":"10.1145\/860484.860485"},{"key":"72_CR12","unstructured":"Zhu, X., Ghahramani, Z., Lafferty, J.: Semi-supervised learning using gaussian fields and harmonic functions. In: Proceedings of the 20th International Conference on Machine Learning (2003)"},{"key":"72_CR13","doi-asserted-by":"crossref","unstructured":"Yang, Y., Hu, B.: Pairwise constraints-guided non-negative matrix factorization for document clustering. In: IEEE\/WIC\/ACM International Conference on Web Intelligence, pp. 250\u2013256. IEEE (2007)","DOI":"10.1109\/WI.2007.66"}],"container-title":["Lecture Notes in Computer Science","Neural Information Processing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-26555-1_72","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,31]],"date-time":"2025-05-31T18:02:36Z","timestamp":1748714556000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-26555-1_72"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319265544","9783319265551"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-26555-1_72","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]}}}