{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T04:49:52Z","timestamp":1742964592921,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642285509"},{"type":"electronic","value":"9783642285516"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"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":[[2012]]},"DOI":"10.1007\/978-3-642-28551-6_59","type":"book-chapter","created":{"date-parts":[[2012,2,8]],"date-time":"2012-02-08T17:52:46Z","timestamp":1328723566000},"page":"478-485","source":"Crossref","is-referenced-by-count":2,"title":["Nesterov\u2019s Iterations for NMF-Based Supervised Classification of Texture Patterns"],"prefix":"10.1007","author":[{"given":"Rafal","family":"Zdunek","sequence":"first","affiliation":[]},{"given":"Zhaoshui","family":"He","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"59_CR1","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"D.D. Lee","year":"1999","unstructured":"Lee, D.D., Seung, H.S.: Learning of the parts of objects by non-negative matrix factorization. Nature\u00a0401, 788\u2013791 (1999)","journal-title":"Nature"},{"issue":"5","key":"59_CR2","doi-asserted-by":"publisher","first-page":"647","DOI":"10.1016\/j.imavis.2007.08.003","volume":"26","author":"L. Qin","year":"2008","unstructured":"Qin, L., Zheng, Q., Jiang, S., Huang, Q., Gao, W.: Unsupervised texture classification: Automatically discover and classify texture patterns. Image and Vision Computing\u00a026(5), 647\u2013656 (2008)","journal-title":"Image and Vision Computing"},{"key":"59_CR3","first-page":"1873","volume-title":"IEEE Computer Society Conference on Computer Vision and Pattern Recognition","author":"R. Sandler","year":"2009","unstructured":"Sandler, R., Lindenbaum, M.: Nonnegative matrix factorization with earth mover\u2019s distance metric. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 1873\u20131880. IEEE Computer Society, Los Alamitos (2009)"},{"issue":"2","key":"59_CR4","first-page":"372","volume":"27","author":"Y. Nesterov","year":"1983","unstructured":"Nesterov, Y.: A method of solving a convex programming problem with convergence rate o(1\/k\n                  2). Soviet Mathematics Doklady\u00a027(2), 372\u2013376 (1983)","journal-title":"Soviet Mathematics Doklady"},{"key":"59_CR5","doi-asserted-by":"crossref","unstructured":"Cichocki, A., Zdunek, R., Phan, A.H., Amari, S.I.: Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation. Wiley and Sons (2009)","DOI":"10.1002\/9780470747278"},{"issue":"1","key":"59_CR6","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1137\/080716542","volume":"2","author":"A. Beck","year":"2009","unstructured":"Beck, A., Teboulle, M.: A fast iterative shrinkage-thresholding algorithm for linear inverse problems. SIAM Journal on Imaging Sciences\u00a02(1), 183\u2013202 (2009)","journal-title":"SIAM Journal on Imaging Sciences"},{"key":"59_CR7","doi-asserted-by":"crossref","unstructured":"Zhou, T., Tao, D., Wu, X.: NESVM: A fast gradient method for support vector machines. In: ICDM, pp. 679\u2013688 (2010)","DOI":"10.1109\/ICDM.2010.135"},{"key":"59_CR8","unstructured":"Guan, N., Tao, D., Luo, Z., Yuan, B.: NeNMF: An optimal gradient method for solving non-negative matrix factorization and its variants. Technical report, Mendeley database (2010)"},{"key":"59_CR9","first-page":"544","volume-title":"The 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2011)","author":"R. Zdunek","year":"2011","unstructured":"Zdunek, R.: Supervised classification of texture patterns with nonnegative matrix factorization. In: The 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2011), vol.\u00a0II, pp. 544\u2013550. CSREA Press, Las Vegas (2011); WORLDCOMP 2011"},{"key":"59_CR10","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1016\/S0262-8856(97)01144-X","volume":"15","author":"T. Lindeberg","year":"1997","unstructured":"Lindeberg, T., Garding, J.: Shape-adapted smoothing in estimation of 3-d depth cues from affine distortions of local 2-d brightness structure. Image and Vision Computing\u00a015, 415\u2013434 (1997)","journal-title":"Image and Vision Computing"},{"key":"59_CR11","doi-asserted-by":"crossref","unstructured":"Lowe, D.: Object recognition from local scale-invariant features. In: Proceedings of the International Conference on Computer Vision, pp. 1150\u20131157 (1999)","DOI":"10.1109\/ICCV.1999.790410"},{"issue":"1","key":"59_CR12","first-page":"16","volume":"12","author":"R. Zdunek","year":"2010","unstructured":"Zdunek, R., Phan, A., Cichocki, A.: Damped Newton iterations for nonnegative matrix factorization. Australian Journal of Intelligent Information Processing Systems\u00a012(1), 16\u201322 (2010)","journal-title":"Australian Journal of Intelligent Information Processing Systems"},{"issue":"10","key":"59_CR13","doi-asserted-by":"publisher","first-page":"2756","DOI":"10.1162\/neco.2007.19.10.2756","volume":"19","author":"C.J. Lin","year":"2007","unstructured":"Lin, C.J.: Projected gradient methods for non-negative matrix factorization. Neural Computation\u00a019(10), 2756\u20132779 (2007)","journal-title":"Neural Computation"},{"key":"59_CR14","first-page":"44","volume":"18","author":"M.H.V. Benthem","year":"2004","unstructured":"Benthem, M.H.V., Keenan, M.R.: Fast algorithm for the solution of large-scale non-negativity-constrained least squares problems. Journal of Chemometrics\u00a018, 44\u2013450 (2004)","journal-title":"Journal of Chemometrics"},{"key":"59_CR15","volume-title":"Solving Least Squares Problems","author":"C.L. Lawson","year":"1974","unstructured":"Lawson, C.L., Hanson, R.J.: Solving Least Squares Problems. Prentice-Hall, Englewood Cliffs (1974)"},{"issue":"2","key":"59_CR16","doi-asserted-by":"publisher","first-page":"713","DOI":"10.1137\/07069239X","volume":"30","author":"H. Kim","year":"2008","unstructured":"Kim, H., Park, H.: Non-negative matrix factorization based on alternating non-negativity constrained least squares and active set method. SIAM Journal in Matrix Analysis and Applications\u00a030(2), 713\u2013730 (2008)","journal-title":"SIAM Journal in Matrix Analysis and Applications"}],"container-title":["Lecture Notes in Computer Science","Latent Variable Analysis and Signal Separation"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-28551-6_59","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,27]],"date-time":"2019-04-27T06:14:49Z","timestamp":1556345689000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-28551-6_59"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642285509","9783642285516"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-28551-6_59","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}