{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T23:11:44Z","timestamp":1725491504901},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540746898"},{"type":"electronic","value":"9783540746904"}],"license":[{"start":{"date-parts":[[2007,1,1]],"date-time":"2007-01-01T00:00:00Z","timestamp":1167609600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2007]]},"DOI":"10.1007\/978-3-540-74690-4_13","type":"book-chapter","created":{"date-parts":[[2007,9,13]],"date-time":"2007-09-13T13:03:00Z","timestamp":1189688580000},"page":"119-128","source":"Crossref","is-referenced-by-count":3,"title":["Structure Learning with Nonparametric Decomposable Models"],"prefix":"10.1007","author":[{"given":"Anton","family":"Schwaighofer","sequence":"first","affiliation":[]},{"given":"Math\u00e4us","family":"Dejori","sequence":"additional","affiliation":[]},{"given":"Volker","family":"Tresp","sequence":"additional","affiliation":[]},{"given":"Martin","family":"Stetter","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"13_CR1","series-title":"Oxford Statistical Science Series","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198522195.001.0001","volume-title":"Graphical Models","author":"S.L. Lauritzen","year":"1996","unstructured":"Lauritzen, S.L.: Graphical Models. Oxford Statistical Science Series, vol.\u00a017. Clarendon Press, Oxford (1996)"},{"key":"13_CR2","volume-title":"Statistics for Engineering and Information Science","author":"R.G. Cowell","year":"1999","unstructured":"Cowell, R.G., Dawid, A.P., Lauritzen, S.L., Spiegelhalter, D.J.: Probabilistic Networks and Expert Systems. In: Statistics for Engineering and Information Science, Springer, Heidelberg (1999)"},{"key":"13_CR3","volume-title":"Learning in Graphical Models","author":"D. Heckerman","year":"1998","unstructured":"Heckerman, D.: A tutorial on learning with Bayesian networks. In: Jordan, M.I. (ed.) Learning in Graphical Models, MIT Press, Cambridge (1998)"},{"issue":"7","key":"13_CR4","doi-asserted-by":"publisher","first-page":"814","DOI":"10.1109\/TPAMI.2003.1206511","volume":"25","author":"Y. Song","year":"2003","unstructured":"Song, Y., Goncalves, L., Perona, P.: Unsupervised learning of human motion. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a025(7), 814\u2013827 (2003)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"13_CR5","first-page":"89","volume-title":"Proceedings of ICML06","author":"O. Banerjee","year":"2006","unstructured":"Banerjee, O., El Ghaoui, L., d\u2019Aspremont, A., Natsoulis, G.: Convex optimization techniques for fitting sparse gaussian graphical models. In: De Raedt, L., Wrobel, S. (eds.) Proceedings of ICML06, pp. 89\u201396. ACM Press, New York (2006)"},{"key":"13_CR6","volume-title":"Advances in Neural Information Processing Systems","author":"R. Hofmann","year":"1998","unstructured":"Hofmann, R., Tresp, V.: Nonlinear Markov networks for continuous variable. In: Jordan, M.I., Kearns, M.J., Solla, S.A. (eds.) Advances in Neural Information Processing Systems, vol.\u00a010, MIT Press, Cambridge (1998)"},{"key":"13_CR7","first-page":"211","volume-title":"Proceedings of UAI 2000","author":"N. Friedman","year":"2000","unstructured":"Friedman, N., Nachman, I.: Gaussian process networks. In: Proceedings of UAI 2000, pp. 211\u2013219. Morgan Kaufmann, San Francisco (2000)"},{"key":"13_CR8","doi-asserted-by":"publisher","first-page":"601","DOI":"10.1089\/106652700750050961","volume":"7","author":"N. Friedman","year":"2000","unstructured":"Friedman, N., Linial, M., Nachman, I., Pe\u2019er, D.: Using bayesian networks to analyze expression data. Journal of Computational Biology\u00a07, 601\u2013620 (2000)","journal-title":"Journal of Computational Biology"},{"key":"13_CR9","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1038\/35011540","volume":"402","author":"L.H. Hartwell","year":"1999","unstructured":"Hartwell, L.H., Hopfield, J.J., Leibler, S., Murray, A.W.: From molecular to modular cell biology. Nature\u00a0402, C47 (1999)","journal-title":"Nature"},{"key":"13_CR10","first-page":"102","volume-title":"Proceedings of UAI 94","author":"R.R. Bouckaert","year":"1994","unstructured":"Bouckaert, R.R.: Properties of Bayesian belief network learning algorithms. In: de Mantaras, R.L., Poole, D.L. (eds.) Proceedings of UAI 94, pp. 102\u2013109. Morgan Kaufmann, San Francisco (1994)"},{"key":"13_CR11","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1613\/jair.329","volume":"5","author":"L.M. Campos de","year":"1996","unstructured":"de Campos, L.M.: Characterizations of decomposable dependency models. Journal of Artificial Intelligence Research\u00a05, 289\u2013300 (1996)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"13_CR12","doi-asserted-by":"publisher","first-page":"785","DOI":"10.1093\/biomet\/86.4.785","volume":"86","author":"P. Giudici","year":"1999","unstructured":"Giudici, P., Green, P.J.: Decomposable graphical Gaussian model determination. Biometrika\u00a086, 785\u2013801 (1999)","journal-title":"Biometrika"},{"key":"13_CR13","volume-title":"Monographs on Statistics and Applied Probability","author":"B.W. Silverman","year":"1986","unstructured":"Silverman, B.W.: Density Estimation for Statistics and Data Analysis. In: Monographs on Statistics and Applied Probability, vol.\u00a026, Chapman & Hall, Sydney, Australia (1986)"},{"key":"13_CR14","volume-title":"Proceedings of UAI 2001","author":"A. Deshpande","year":"2001","unstructured":"Deshpande, A., Garofalakis, M., Jordan, M.I.: Efficient stepwise selection in decomposable models. In: Breese, J., Koller, D. (eds.) Proceedings of UAI 2001, Morgan Kaufmann, San Francisco (2001)"},{"key":"13_CR15","unstructured":"Ibarra, L.: Fully dynamic algorithms for chordal graphs and split graphs. Technical Report DCS-262-IR. Department of Computer Science, University of Victoria, CA (2000)"},{"issue":"3","key":"13_CR16","doi-asserted-by":"publisher","first-page":"652","DOI":"10.1145\/3828.3835","volume":"32","author":"D.D. Sleator","year":"1985","unstructured":"Sleator, D.D., Tarjan, R.E.: Self-adjusting binary search trees. Journal of the ACM\u00a032(3), 652\u2013686 (1985)","journal-title":"Journal of the ACM"},{"issue":"2","key":"13_CR17","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1016\/S1535-6108(02)00032-6","volume":"1","author":"E.J. Yeoh","year":"2002","unstructured":"Yeoh, E.J., et al.: Classification, subtype discovery, and prediction of outcome in pediatric acute lymphoblastic leukemia by gene expression profiling. Cancer Cell\u00a01(2), 133\u2013143 (2002)","journal-title":"Cancer Cell"},{"issue":"2","key":"13_CR18","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1089\/1536231041388375","volume":"8","author":"M. Dejori","year":"2004","unstructured":"Dejori, M., Schwaighofer, A., Tresp, V., Stetter, M.: Mining functional modules in genetic networks with decomposable graphical models. OMICS A Journal of Integrative Biology\u00a08(2), 176\u2013188 (2004)","journal-title":"OMICS A Journal of Integrative Biology"},{"issue":"27","key":"13_CR19","doi-asserted-by":"publisher","first-page":"10143","DOI":"10.1073\/pnas.0401422101","volume":"101","author":"A. Spira","year":"2004","unstructured":"Spira, A., Beane, J., Shah, V., Liu, G., Schembri, F., Yang, X., Palma, J., Brody, J.S.: Effects of cigarette smoke on the human airway epithelial cell transcriptome. Proceedings of the National Academy of Sciences of the United States of America\u00a0101(27), 10143\u201310148 (2004)","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks \u2013 ICANN 2007"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-74690-4_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,17]],"date-time":"2024-02-17T21:59:37Z","timestamp":1708207177000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-74690-4_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007]]},"ISBN":["9783540746898","9783540746904"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-74690-4_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2007]]}}}