{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T13:22:27Z","timestamp":1725456147797},"publisher-location":"Berlin, Heidelberg","reference-count":11,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540573951"},{"type":"electronic","value":"9783540481300"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1993]]},"DOI":"10.1007\/bfb0028199","type":"book-chapter","created":{"date-parts":[[2005,11,22]],"date-time":"2005-11-22T03:19:00Z","timestamp":1132629540000},"page":"180-185","source":"Crossref","is-referenced-by-count":6,"title":["Learning causal polytrees"],"prefix":"10.1007","author":[{"given":"Juan F.","family":"Huete","sequence":"first","affiliation":[]},{"given":"Luis M.","family":"de Campos","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2005,6,16]]},"reference":[{"key":"25_CR1","unstructured":"Acid S., Campos L.M. de, Gonzalez A. Molina R., P\u00e9rez de la Blanca N.: Learning with CASTLE, in Symbolic and Quantitative approaches to Uncertainty. Lecture Notes in Computer Science 584, R. Kruse R., Siegel P. (Eds). Springer Verlag, (1991) 99\u2013106."},{"key":"25_CR2","unstructured":"Acid S., Campos L.M. de, Gonz\u00e1lez A. Molina R., P\u00e9rez de la Blanca N.: CASTLE: A tool for bayesian learning. Proceedings of the ESPRIT 91 Conference, Commission of the European Communities, (1991) 363\u2013377."},{"key":"25_CR3","unstructured":"Campos L.M.de, Huete J.: Independence concepts in Upper and Lower probabilities. Proceedings of the Fourth IPMU Conference, (1992) 129\u2013132."},{"key":"25_CR4","doi-asserted-by":"crossref","first-page":"462","DOI":"10.1109\/TIT.1968.1054142","volume":"14","author":"C.K. Chow","year":"1968","unstructured":"Chow C.K., Liu C.N.: Approximating discrete probability distribution with dependence trees. IEEE Transactions on Information Theory 14, (1968) 462\u2013467.","journal-title":"IEEE Transactions on Information Theory"},{"key":"25_CR5","first-page":"309","volume":"9","author":"G. Cooper","year":"1992","unstructured":"Cooper G., Herskovits E.: A bayesian method for the induction of Probabilistic Networks from data. Machine Learning 9, (1992) 309\u2013347.","journal-title":"Machine Learning"},{"key":"25_CR6","unstructured":"Geiger D., Paz A., Pearl J.: Learning causal trees from Dependence information. Proceedings of the Eighth National Conference on A.I. (1990) 770\u2013776."},{"key":"25_CR7","first-page":"231","volume":"8","author":"D. Geiger","year":"1993","unstructured":"Geiger D., Paz A., Pearl J.: Learning Simple Causal Structures International Journal of Intelligent Systems, Vol 8, (1993) 231\u2013247.","journal-title":"Learning Simple Causal Structures International Journal of Intelligent Systems"},{"key":"25_CR8","unstructured":"Herskovits E., Cooper G.: KUTATO: An Entropy-Driven system for construction of probabilistic expert systems from Databases. Proceedings of the 6th Conference on Uncertainty in Artificial Intelligence, Cambridge MA. (1990) 54\u201362."},{"key":"25_CR9","volume-title":"Probabilistic Reasoning in intelligent systems: Networks of plausible inference","author":"J. Pearl","year":"1988","unstructured":"Pearl J.: Probabilistic Reasoning in intelligent systems: Networks of plausible inference. Morgan and Kaufman, San Mateo (1988)."},{"key":"25_CR10","unstructured":"Rebane G., Pearl J.: The recovery of causal poly-trees from statistical data, Uncertainty in Artificial Intelligence 3, Kanal L.N., Levitt T.S. and Lemmer J.F. Eds. North-Holland. (1989) 175\u2013182."},{"key":"25_CR11","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1016\/B978-0-444-88738-2.50030-0","volume-title":"Uncertainty in Artificial Intelligence 5","author":"S. Srinivas","year":"1990","unstructured":"Srinivas S., Russell S., Agogino A.: Automated construction of sparse Bayesian networks from unstructured probabilistic models and domain information. Uncertainty in Artificial Intelligence 5, Henrion M., Shachter R.D., Kanal L.N., Lemmer J.F. (Eds), North-Holland, Amsterdam. (1990) 295\u2013308."}],"container-title":["Lecture Notes in Computer Science","Symbolic and Quantitative Approaches to Reasoning and Uncertainty"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BFb0028199","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,5]],"date-time":"2019-02-05T15:56:06Z","timestamp":1549382166000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BFb0028199"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1993]]},"ISBN":["9783540573951","9783540481300"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/bfb0028199","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[1993]]}}}