{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T15:22:59Z","timestamp":1742916179936,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319124353"},{"type":"electronic","value":"9783319124360"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"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":[[2014]]},"DOI":"10.1007\/978-3-319-12436-0_51","type":"book-chapter","created":{"date-parts":[[2014,11,21]],"date-time":"2014-11-21T13:16:45Z","timestamp":1416575805000},"page":"459-468","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient"],"prefix":"10.1007","author":[{"given":"Guoxu","family":"Zhou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qibin","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrzej","family":"Cichocki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,11,19]]},"reference":[{"key":"51_CR1","doi-asserted-by":"crossref","unstructured":"Andersson, C.A., Bro, R.: The $$N$$-way toolbox for MATLAB (2000)","DOI":"10.1016\/S0169-7439(00)00071-X"},{"key":"51_CR2","unstructured":"Bader, B.W., Kolda, T.G.: MATLAB tensor toolbox version 2.5 (February 2012)"},{"issue":"3","key":"51_CR3","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1007\/BF02310791","volume":"35","author":"J Carroll","year":"1970","unstructured":"Carroll, J., Chang, J.-J.: Analysis of individual differences in multidimensional scaling via an n-way generalization of Eckart-Young decomposition. Psychometrika 35(3), 283\u2013319 (1970)","journal-title":"Psychometrika"},{"key":"51_CR4","doi-asserted-by":"publisher","DOI":"10.1002\/9780470747278","volume-title":"Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation","author":"A Cichocki","year":"2009","unstructured":"Cichocki, A., Zdunek, R., Phan, A.-H., Amari, S.: Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation. Wiley, Chichester (2009)"},{"issue":"6","key":"51_CR5","doi-asserted-by":"publisher","first-page":"2882","DOI":"10.1109\/TSP.2012.2190406","volume":"60","author":"N Guan","year":"2012","unstructured":"Guan, N., Tao, D., Luo, Z., Yuan, B.: NeNMF: An optimal gradient method for nonnegative matrix factorization. IEEE Transactions on Signal Processing 60(6), 2882\u20132898 (2012)","journal-title":"IEEE Transactions on Signal Processing"},{"key":"51_CR6","unstructured":"Harshman, R.A.: Foundations of the PARAFAC procedure: Models and conditions for an \u2018explanatory\u2019 multi-modal factor analysis. UCLA Working Papers in Phonetics 16(1) (1970)"},{"issue":"3","key":"51_CR7","doi-asserted-by":"publisher","first-page":"455","DOI":"10.1137\/07070111X","volume":"51","author":"TG Kolda","year":"2009","unstructured":"Kolda, T.G., Bader, B.W.: Tensor decompositions and applications. SIAM Review 51(3), 455\u2013500 (2009)","journal-title":"SIAM Review"},{"issue":"2","key":"51_CR8","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/0024-3795(77)90069-6","volume":"18","author":"JB Kruskal","year":"1977","unstructured":"Kruskal, J.B.: Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics. Linear Algebra and its Applications 18(2), 95\u2013138 (1977)","journal-title":"Linear Algebra and its Applications"},{"key":"51_CR9","first-page":"556","volume-title":"Advances in Neural Information Processing Systems 13","author":"DD Lee","year":"2000","unstructured":"Lee, D.D., Sebastian Seung, H.: Algorithms for non-negative matrix factorization. In: Leen, T.K., Dietterich, T.G., Tresp, V. (eds.) Advances in Neural Information Processing Systems 13, pp. 556\u2013562. MIT Press, Cambridge (2000)"},{"issue":"2","key":"51_CR10","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\/$$k^2$$). Soviet Mathematics Doklady 27(2), 372\u2013376 (1983)","journal-title":"Soviet Mathematics Doklady"},{"key":"51_CR11","unstructured":"Phan, A.-H., Cichocki, A.: Multi-way nonnegative tensor factorization using fast hierarchical alternating least squares algorithm (HALS). In: Proceedings of the 2008 International Symposium on Nonlinear Theory and its Applications, pp. 41\u201344 (2008)"},{"issue":"3","key":"51_CR12","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1002\/1099-128X(200005\/06)14:3<229::AID-CEM587>3.0.CO;2-N","volume":"14","author":"ND Sidiropoulos","year":"2000","unstructured":"Sidiropoulos, N.D., Bro, R.: On the uniqueness of multilinear decomposition of $$N$$-way arrays. Journal of Chemometrics 14(3), 229\u2013239 (2000)","journal-title":"Journal of Chemometrics"},{"issue":"11","key":"51_CR13","first-page":"2579","volume":"9","author":"L Van Der Maaten","year":"2008","unstructured":"Van Der Maaten, L., Detection, C.: Visualizing data using t-SNE. Journal of Machine Learning Research 9(11), 2579\u20132605 (2008)","journal-title":"Journal of Machine Learning Research"},{"issue":"4","key":"51_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2185520.2185576","volume":"31","author":"G Wetzstein","year":"2012","unstructured":"Wetzstein, G., Lanman, D., Hirsch, M., Raskar, R.: Tensor Displays: Compressive Light Field Synthesis using Multilayer Displays with Directional Backlighting. ACM Transactions on Graphics (Proc. SIGGRAPH) 31(4), 1\u201311 (2012)","journal-title":"ACM Transactions on Graphics (Proc. SIGGRAPH)"},{"issue":"3","key":"51_CR15","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1109\/MSP.2014.2298891","volume":"31","author":"G Zhou","year":"2014","unstructured":"Zhou, G., Cichocki, A., Zhao, Q., Xie, S.: Nonnegative matrix and tensor factorizations: An algorithmic perspective. IEEE Signal Processing Magazine 31(3), 54\u201365 (2014)","journal-title":"IEEE Signal Processing Magazine"},{"issue":"6","key":"51_CR16","doi-asserted-by":"publisher","first-page":"2928","DOI":"10.1109\/TSP.2012.2190410","volume":"60","author":"G Zhou","year":"2012","unstructured":"Zhou, G., Cichocki, A., Xie, S.: Fast nonnegative matrix\/tensor factorization based on low-rank approximation. IEEE Transactions on Signal Processing 60(6), 2928\u20132940 (2012)","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"4","key":"51_CR17","doi-asserted-by":"publisher","first-page":"245","DOI":"10.4236\/jis.2012.34031","volume":"3","author":"Q Sun","year":"2012","unstructured":"Sun, Q., Wu, P., Wu, Y., Guo, M., Lu, J.: Unsupervised Multi-Level Non-Negative Matrix Factorization Model: Binary Data Case. International Journal of Information Security 3(4), 245\u2013250 (2012)","journal-title":"International Journal of Information Security"}],"container-title":["Lecture Notes in Computer Science","Advances in Neural Networks \u2013 ISNN 2014"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-12436-0_51","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,31]],"date-time":"2023-01-31T01:19:16Z","timestamp":1675127956000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-12436-0_51"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319124353","9783319124360"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-12436-0_51","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]},"assertion":[{"value":"19 November 2014","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}