{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,26]],"date-time":"2025-02-26T05:32:34Z","timestamp":1740547954415,"version":"3.38.0"},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642158247"},{"type":"electronic","value":"9783642158254"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15825-4_32","type":"book-chapter","created":{"date-parts":[[2010,9,13]],"date-time":"2010-09-13T09:11:59Z","timestamp":1284369119000},"page":"267-276","source":"Crossref","is-referenced-by-count":0,"title":["Multifactor Expectation Maximization for Factor Graphs"],"prefix":"10.1007","author":[{"given":"Jason T.","family":"Rolfe","sequence":"first","affiliation":[]},{"given":"Matthew","family":"Cook","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"2","key":"32_CR1","doi-asserted-by":"publisher","first-page":"498","DOI":"10.1109\/18.910572","volume":"47","author":"F. Kschischang","year":"2001","unstructured":"Kschischang, F., Frey, B., Loeliger, H.: Factor graphs and the sum-product algorithm. IEEE Trans. on Information Theory\u00a047(2), 498\u2013519 (2001)","journal-title":"IEEE Trans. on Information Theory"},{"issue":"1","key":"32_CR2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"A. Dempster","year":"1977","unstructured":"Dempster, A., Laird, N., Rubin, D.: Maximum likelihood from incomplete data via the EM algorithm. J. Roy. Stat. Soc B Met.\u00a039(1), 1\u201338 (1977)","journal-title":"J. Roy. Stat. Soc B Met."},{"key":"32_CR3","doi-asserted-by":"crossref","unstructured":"Lauritzen, S.: The EM algorithm for graphical association models with missing data. Computational Statistics and Data Analysis\u00a019 (1995)","DOI":"10.1016\/0167-9473(93)E0056-A"},{"key":"32_CR4","first-page":"556","volume":"13","author":"D. Lee","year":"2001","unstructured":"Lee, D., Seung, H.: Algorithms for non-negative matrix factorization. Advances in Neural Information Processing Systems\u00a013, 556\u2013562 (2001)","journal-title":"Advances in Neural Information Processing Systems"},{"issue":"4","key":"32_CR5","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1055\/s-0038-1634846","volume":"30","author":"M. Shwe","year":"1991","unstructured":"Shwe, M., Middleton, B., Heckerman, D., Henrion, M., Horvitz, E., Lehmann, H., Cooper, G.: Probabilistic diagnosis using a reformulation of the INTERNIST-1\/QMR knowledge base. I. The probabilistic model and inference algorithms. Methods Inf. Med.\u00a030(4), 241\u2013255 (1991)","journal-title":"Methods Inf. Med."},{"issue":"9","key":"32_CR6","doi-asserted-by":"publisher","first-page":"1392","DOI":"10.1109\/TPAMI.2005.169","volume":"27","author":"B. Frey","year":"2005","unstructured":"Frey, B., Jojic, N.: A comparison of algorithms for inference and learning in probabilitic graphical models. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a027(9), 1392\u20131416 (2005)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"32_CR7","unstructured":"Murphy, K.: Dynamic Bayesian networks: Representation, inference, and learning. PhD thesis, University of California, Berkeley (2002)"},{"issue":"5","key":"32_CR8","doi-asserted-by":"publisher","first-page":"1470","DOI":"10.1214\/aoms\/1177692379","volume":"43","author":"J. Darroch","year":"1972","unstructured":"Darroch, J., Ratcliff, D.: Generalized iterative scaling for log-linear models. The Annals of Mathematical Statistics\u00a043(5), 1470\u20131480 (1972)","journal-title":"The Annals of Mathematical Statistics"},{"issue":"6755","key":"32_CR9","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\u00a0401(6755), 788\u2013791 (1999)","journal-title":"Nature"},{"key":"32_CR10","doi-asserted-by":"crossref","unstructured":"Berry, M., Browne, M., Langville, A., Pauca, V., Plemmons, R.: Algorithms and Applications for Approximate Nonnegative Matrix Factorization. Submitted to Computational Statistics and Data Analysis (2006)","DOI":"10.1016\/j.csda.2006.11.006"},{"key":"32_CR11","unstructured":"Rolfe, J.: The cortex as a graphical model. Master\u2019s thesis, California Institute of Technology (2006)"},{"issue":"5","key":"32_CR12","doi-asserted-by":"publisher","first-page":"1120","DOI":"10.1109\/TIT.2003.810642","volume":"49","author":"M. Wainwright","year":"2003","unstructured":"Wainwright, M., Jaakkola, T., Willsky, A.: Tree-based reparameterization framework for analysis of sum-product and related algorithms. IEEE Trans. on Information Theory\u00a049(5), 1120\u20131146 (2003)","journal-title":"IEEE Trans. on Information Theory"},{"issue":"12","key":"32_CR13","doi-asserted-by":"publisher","first-page":"4164","DOI":"10.1073\/pnas.0308531101","volume":"101","author":"J.P. Brunet","year":"2004","unstructured":"Brunet, J.P., Tamayo, P., Golub, T., Mesirov, J.: Metagenes and molecular pattern discovery using matrix factorization. Proceedings of the National Academy of Sciences (USA)\u00a0101(12), 4164\u20134169 (2004)","journal-title":"Proceedings of the National Academy of Sciences (USA)"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks \u2013 ICANN 2010"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15825-4_32.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,25]],"date-time":"2025-02-25T18:50:26Z","timestamp":1740509426000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15825-4_32"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642158247","9783642158254"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15825-4_32","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}