{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T13:43:20Z","timestamp":1760708600753},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642390906"},{"type":"electronic","value":"9783642390913"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-39091-3_2","type":"book-chapter","created":{"date-parts":[[2013,7,3]],"date-time":"2013-07-03T18:50:16Z","timestamp":1372877416000},"page":"13-24","source":"Crossref","is-referenced-by-count":6,"title":["Approximating Credal Network Inferences by Linear Programming"],"prefix":"10.1007","author":[{"given":"Alessandro","family":"Antonucci","sequence":"first","affiliation":[]},{"given":"Cassio P.","family":"de Campos","sequence":"additional","affiliation":[]},{"given":"David","family":"Huber","sequence":"additional","affiliation":[]},{"given":"Marco","family":"Zaffalon","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"2","key":"2_CR1","doi-asserted-by":"publisher","first-page":"666","DOI":"10.1016\/j.ijar.2009.01.005","volume":"50","author":"A. Antonucci","year":"2009","unstructured":"Antonucci, A., Br\u00fchlmann, R., Piatti, A., Zaffalon, M.: Credal networks for military identification problems. Int. J. Approx. Reasoning\u00a050(2), 666\u2013679 (2009)","journal-title":"Int. J. Approx. Reasoning"},{"key":"2_CR2","doi-asserted-by":"crossref","unstructured":"Antonucci, A., de Campos, C.P.: Decision making by credal nets. In: Proceedings of the International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC 2011), vol.\u00a01, pp. 201\u2013204. IEEE (2011)","DOI":"10.1109\/IHMSC.2011.55"},{"issue":"5","key":"2_CR3","doi-asserted-by":"publisher","first-page":"474","DOI":"10.1016\/j.ijar.2010.01.007","volume":"51","author":"A. Antonucci","year":"2010","unstructured":"Antonucci, A., Yi, S., de Campos, C.P., Zaffalon, M.: Generalized loopy 2U: a new algorithm for approximate inference in credal networks. Int. J. Approx. Reasoning\u00a051(5), 474\u2013484 (2010)","journal-title":"Int. J. Approx. Reasoning"},{"issue":"3","key":"2_CR4","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/j.ijar.2006.07.020","volume":"44","author":"A. Cano","year":"2007","unstructured":"Cano, A., Gomez, M., Moral, S., Abellan, J.: Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks. Int. J. Approx. Reasoning\u00a044(3), 261\u2013280 (2007)","journal-title":"Int. J. Approx. Reasoning"},{"key":"2_CR5","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/S0004-3702(00)00029-1","volume":"120","author":"F.G. Cozman","year":"2000","unstructured":"Cozman, F.G.: Credal networks. Artificial Intelligence\u00a0120, 199\u2013233 (2000)","journal-title":"Artificial Intelligence"},{"key":"2_CR6","unstructured":"da Rocha, J.C.F., Cozman, F.G., de Campos, C.P.: Inference in polytrees with sets of probabilities. In: UAI 2003, pp. 217\u2013224 (2003)"},{"key":"2_CR7","first-page":"50","volume-title":"Proceedings of the Second Starting AI Researcher Symposium","author":"C.P. Campos de","year":"2004","unstructured":"de Campos, C.P., Cozman, F.G.: Inference in credal networks using multilinear programming. In: Proceedings of the Second Starting AI Researcher Symposium, pp. 50\u201361. IOS Press, Amsterdam (2004)"},{"key":"2_CR8","unstructured":"de Campos, C.P., Cozman, F.G.: The inferential complexity of Bayesian and credal networks. In: Proceedings of the International Joint Conference on Artificial Intelligence, Edinburgh, pp. 1313\u20131318 (2005)"},{"key":"2_CR9","unstructured":"de Campos, C.P., Cozman, F.G.: Inference in credal networks through integer programming. In: International Symposium on Imprecise Probability: Theories and Applications (ISIPTA), Prague, pp. 145\u2013154 (2007)"},{"issue":"2-3","key":"2_CR10","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1016\/j.ijar.2004.10.009","volume":"39","author":"J.C. Ferreira da Rocha","year":"2005","unstructured":"Ferreira da Rocha, J.C., Cozman, F.G.: Inference in credal networks: branch-and-bound methods and the A\/R+ algorithm. Int. J. Approx. Reasoning\u00a039(2-3), 279\u2013296 (2005)","journal-title":"Int. J. Approx. Reasoning"},{"key":"2_CR11","unstructured":"Koller, D., Friedman, N.: Probabilistic Graphical Models: Principles and Techniques. MIT Press (2009)"},{"issue":"5","key":"2_CR12","first-page":"638","volume":"41","author":"A.M. Lukatskii","year":"2000","unstructured":"Lukatskii, A.M., Shapot, D.V.: Problems in multilinear programming. Computational Mathematics and Mathematical Physics\u00a041(5), 638\u2013648 (2000)","journal-title":"Computational Mathematics and Mathematical Physics"},{"key":"2_CR13","doi-asserted-by":"crossref","unstructured":"Mau\u00e0, D.D., de Campos, C.P., Zaffalon, M.: Updating credal networks is approximable in polynomial time. Int. J. Approx. Reasoning (2012)","DOI":"10.1016\/j.ijar.2012.06.014"},{"key":"2_CR14","doi-asserted-by":"crossref","unstructured":"Shafer, G.: A Mathematical Theory of Evidence. Princeton University Press (1976)","DOI":"10.1515\/9780691214696"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Walley, P.: Statistical Reasoning with Imprecise Probabilities. Chapman and Hall (1991)","DOI":"10.1007\/978-1-4899-3472-7"},{"issue":"1","key":"2_CR16","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/S0378-3758(01)00201-4","volume":"105","author":"M. Zaffalon","year":"2002","unstructured":"Zaffalon, M.: The naive credal classifier. J. Stat. Plann. Inference\u00a0105(1), 5\u201321 (2002)","journal-title":"J. Stat. Plann. Inference"}],"container-title":["Lecture Notes in Computer Science","Symbolic and Quantitative Approaches to Reasoning with Uncertainty"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-39091-3_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,27]],"date-time":"2022-02-27T05:01:25Z","timestamp":1645938085000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-39091-3_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642390906","9783642390913"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-39091-3_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}