{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T11:07:53Z","timestamp":1742987273230,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319224817"},{"type":"electronic","value":"9783319224824"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-22482-4_44","type":"book-chapter","created":{"date-parts":[[2015,8,14]],"date-time":"2015-08-14T07:06:02Z","timestamp":1439535962000},"page":"376-383","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Split Gradient Method for Informed Non-negative Matrix Factorization"],"prefix":"10.1007","author":[{"given":"Robert","family":"Chreiky","sequence":"first","affiliation":[]},{"given":"Gilles","family":"Delmaire","sequence":"additional","affiliation":[]},{"given":"Matthieu","family":"Puigt","sequence":"additional","affiliation":[]},{"given":"Gilles","family":"Roussel","sequence":"additional","affiliation":[]},{"given":"Dominique","family":"Courcot","sequence":"additional","affiliation":[]},{"given":"Antoine","family":"Abche","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,8,15]]},"reference":[{"key":"44_CR1","volume-title":"Handbook of Blind Source Separation, Independent Component Analysis and Applications","author":"P Comon","year":"2010","unstructured":"Comon, P., Jutten, C.: Handbook of Blind Source Separation, Independent Component Analysis and Applications. Academic Press, Oxford (2010)"},{"issue":"9","key":"44_CR2","doi-asserted-by":"publisher","first-page":"2421","DOI":"10.1162\/NECO_a_00168","volume":"23","author":"C F\u00e9votte","year":"2011","unstructured":"F\u00e9votte, C., Idier, J.: Algorithms for nonnegative matrix factorization with the beta-divergence. Neural Comput. 23(9), 2421\u20132456 (2011)","journal-title":"Neural Comput."},{"key":"44_CR3","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1109\/36.911111","volume":"39","author":"DC Heinz","year":"2001","unstructured":"Heinz, D.C., Chang, C.: Fully constrained least squares linear mixture analysis for material quantification in hyperspectral imagery. IEEE Trans. Geosci. Remote Sens. 39, 529\u2013545 (2001)","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"44_CR4","unstructured":"Ho, N.D.: Non negative matrix factorization algorithms and applications. Ph.D. thesis, Universit\u00e9 Catholique de Louvain (2008)"},{"key":"44_CR5","doi-asserted-by":"crossref","unstructured":"Lant\u00e9ri, H., Theys, C., Richard, C., F\u00e9votte, C.: Split gradient method for nonnegative matrix factorization. In: Proceedings of EUSIPCO (2010)","DOI":"10.1109\/ICASSP.2011.5946608"},{"issue":"6755","key":"44_CR6","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"D Lee","year":"1999","unstructured":"Lee, D., Seung, H.: Learning the parts of objects by non negative matrix factorization. Nature 401(6755), 788\u2013791 (1999)","journal-title":"Nature"},{"key":"44_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.apnum.2014.05.009","volume":"85","author":"A Limem","year":"2014","unstructured":"Limem, A., Delmaire, G., Puigt, M., Roussel, G., Courcot, D.: Non-negative matrix factorization under equality constraints\u2013a study of industrial source identification. Appl. Numer. Math. 85, 1\u201315 (2014)","journal-title":"Appl. Numer. Math."},{"key":"44_CR8","doi-asserted-by":"crossref","unstructured":"Limem, A., Puigt, M., Delmaire, G., Roussel, G., Courcot, D.: Bound constrained weighted NMF for industrial source apportionment. In: Proceedings of MLSP (2014)","DOI":"10.1109\/MLSP.2014.6958851"},{"key":"44_CR9","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1109\/MSP.2013.2279731","volume":"31","author":"WK Ma","year":"2014","unstructured":"Ma, W.K., Bioucas-Dias, J.M., Chan, T.H., Gillis, N., Gader, P., Plaza, A.J., Ambikapathi, A., Chi, C.Y.: A signal processing perspective on hyperspectral unmixing. IEEE Sig. Proc. Mag. 31, 67\u201381 (2014)","journal-title":"IEEE Sig. Proc. Mag."},{"key":"44_CR10","doi-asserted-by":"crossref","unstructured":"Peng, C., Wong, K., Rockwood, A., Zhang, X., Jiang, J., Keyes, D.: Multiplicative algorithms for constrained non-negative matrix factorization. In: 12th IEEE International Conference on Data Mining, ICDM 2012, 10\u201313 December 2012, Brussels, Belgium, pp. 1068\u20131073 (2012)","DOI":"10.1109\/ICDM.2012.106"},{"key":"44_CR11","unstructured":"Plouvin, M., Limem, A., Puigt, M., Delmaire, G., Roussel, G., Courcot, D.: Enhanced NMF initialization using a physical model for pollution source apportionment. In: Proceedings of ESANN, pp. 261\u2013266 (2014)"},{"key":"44_CR12","doi-asserted-by":"publisher","first-page":"3820","DOI":"10.1016\/j.atmosenv.2007.12.056","volume":"42","author":"M Viana","year":"2008","unstructured":"Viana, M., Pandolfi, A., Minguillo, M.C., Querol, X., Alastuey, A., Monfort, E., Celades, I.: Inter-comparison of receptor models for PM source apportionment: case study in an industrial area. Atmos. Environ. 42, 3820\u20133832 (2008)","journal-title":"Atmos. Environ."},{"key":"44_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1007\/978-3-642-00599-2_92","volume-title":"Independent Component Analysis and Signal Separation","author":"E Vincent","year":"2009","unstructured":"Vincent, E., Araki, S., Bofill, P.: The 2008 signal separation evaluation campaign: A community-based approach to large-scale evaluation. In: Adali, T., Jutten, C., Romano, J.M.T., Barros, A.K. (eds.) ICA 2009. LNCS, vol. 5441, pp. 734\u2013741. Springer, Heidelberg (2009)"}],"container-title":["Lecture Notes in Computer Science","Latent Variable Analysis and Signal Separation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-22482-4_44","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,24]],"date-time":"2023-01-24T13:42:38Z","timestamp":1674567758000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-22482-4_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319224817","9783319224824"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-22482-4_44","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":"15 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}