{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T14:15:20Z","timestamp":1725804920773},"publisher-location":"Cham","reference-count":50,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319114323"},{"type":"electronic","value":"9783319114330"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-11433-0_3","type":"book-chapter","created":{"date-parts":[[2014,9,11]],"date-time":"2014-09-11T03:30:38Z","timestamp":1410406238000},"page":"33-48","source":"Crossref","is-referenced-by-count":2,"title":["From Information to Evidence in a Bayesian Network"],"prefix":"10.1007","author":[{"given":"Ali","family":"Ben Mrad","sequence":"first","affiliation":[]},{"given":"V\u00e9ronique","family":"Delcroix","sequence":"additional","affiliation":[]},{"given":"Sylvain","family":"Piechowiak","sequence":"additional","affiliation":[]},{"given":"Philip","family":"Leicester","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"3_CR1","series-title":"CCIS","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1007\/978-3-642-31718-7_5","volume-title":"Advances in Computational Intelligence","author":"A. Ben Mrad","year":"2012","unstructured":"Ben Mrad, A., Delcroix, V., Maalej, M.A., Piechowiak, S., Abid, M.: Uncertain evidence in Bayesian networks: Presentation and comparison on a simple example. In: Greco, S., Bouchon-Meunier, B., Coletti, G., Fedrizzi, M., Matarazzo, B., Yager, R.R. (eds.) IPMU 2012, Part III. CCIS, vol.\u00a0299, pp. 39\u201348. Springer, Heidelberg (2012)"},{"key":"3_CR2","doi-asserted-by":"crossref","unstructured":"Ben Mrad, A., Maalej, M.A., Delcroix, V., Piechowiak, S., Abid, M.: Fuzzy evidence in Bayesian networks. In: Proc. of Soft Computing and Pattern Recognition, Dalian, China (2011)","DOI":"10.1109\/SoCPaR.2011.6089143"},{"key":"3_CR3","doi-asserted-by":"crossref","unstructured":"Ben Mrad, A., Delcroix, V., Piechowiak, S., Maalej, M.A., Abid, M.: Understanding soft evidence as probabilistic evidence: Illustration with several use cases. In: 2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO), pp. 1\u20136 (2013)","DOI":"10.1109\/ICMSAO.2013.6552583"},{"issue":"2-3","key":"3_CR4","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1007\/s10472-012-9290-1","volume":"64","author":"S. Benferhat","year":"2012","unstructured":"Benferhat, S., Tabia, K.: Inference in possibilistic network classifiers under uncertain observations. Annals of Mathematics and Artificial Intelligence\u00a064(2-3), 269\u2013309 (2012)","journal-title":"Annals of Mathematics and Artificial Intelligence"},{"key":"3_CR5","doi-asserted-by":"crossref","unstructured":"Bessi\u00e8re, P., Mazer, E., Ahuactzin, J.M., Mekhnacha, K.: Bayesian Programming. CRC Press (2013)","DOI":"10.1201\/b16111"},{"key":"3_CR6","unstructured":"Bilmes, J.: On soft evidence in Bayesian networks. Tech. Rep. UWEETR-2004-00016, Department of Electrical Engineering University of Washington, Seattle (2004)"},{"key":"3_CR7","unstructured":"Birtles, N., Fenton, N., Neil, M., Tranham, E.: Agenarisk, http:\/\/www.agenarisk.com\/"},{"key":"3_CR8","unstructured":"Bloemeke, M.: Agent encapsulated Bayesian networks. Ph.d. thesis, Department of Computer Science, University of South Carolina (1998)"},{"key":"3_CR9","doi-asserted-by":"crossref","unstructured":"Butz, C.J., Fang, F.: Incorporating evidence in Bayesian networks with the select operator. In: K\u00e9gl, B., Lee, H.-H. (eds.) AI 2005. LNCS (LNAI), vol.\u00a03501, pp. 297\u2013301. Springer, Heidelberg (2005)","DOI":"10.1007\/11424918_31"},{"key":"3_CR10","unstructured":"Chan, H.: Sensitivity Analysis of Probabilistic Graphical Models. Ph.d. thesis, University of California, Los Angeles (2005)"},{"key":"3_CR11","unstructured":"Chan, H., Darwiche, A.: Sensitivity analysis in Bayesian networks: From single to multiple parameters. In: UAI, pp. 67\u201375 (2004)"},{"issue":"1","key":"3_CR12","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1016\/j.artint.2004.09.005","volume":"163","author":"H. Chan","year":"2005","unstructured":"Chan, H., Darwiche, A.: On the revision of probabilistic beliefs using uncertain evidence. Artificial Intelligence\u00a0163(1), 67\u201390 (2005)","journal-title":"Artificial Intelligence"},{"key":"3_CR13","unstructured":"D\u2019Ambrosio, B., Takikawa, M., Upper, D.: Representation for dynamic situation modeling. Technical report, Information Extraction and Transport, Inc. (2000)"},{"key":"3_CR14","unstructured":"Darwiche, A.: Samlam, http:\/\/reasoning.cs.ucla.edu\/samiam"},{"key":"3_CR15","doi-asserted-by":"crossref","unstructured":"Darwiche, A.: Modeling and Reasoning with Bayesian Networks. Cambridge University Press (2009)","DOI":"10.1017\/CBO9780511811357"},{"issue":"7","key":"3_CR16","doi-asserted-by":"publisher","first-page":"2541","DOI":"10.1016\/j.eswa.2012.10.065","volume":"40","author":"V. Delcroix","year":"2013","unstructured":"Delcroix, V., Sedki, K., Lepoutre, F.X.: A Bayesian network for recurrent multi-criteria and multi-attribute decision problems: Choosing a manual wheelchair. Expert Systems with Applications\u00a040(7), 2541\u20132551 (2013)","journal-title":"Expert Systems with Applications"},{"key":"3_CR17","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1214\/aoms\/1177731829","volume":"11","author":"W.E. Deming","year":"1940","unstructured":"Deming, W.E., Stephan, F.F.: On a least square adjustment of a sampled frequency table when the expected marginal totals are known. Annals of Mathematical Statistics\u00a011, 427\u2013444 (1940)","journal-title":"Annals of Mathematical Statistics"},{"key":"3_CR18","unstructured":"Druzdzel, M.J.: Genie smile, http:\/\/genie.sis.pitt.edu"},{"key":"3_CR19","series-title":"Handbook of Defeasible Reasoning and Uncertainty Management Systems","first-page":"311","volume-title":"Belief Change, (D. Dubois, H. Prade, eds.)","author":"D. Dubois","year":"1998","unstructured":"Dubois, D., Moral, S., Prade, H.: Belief change rules in ordinal and numerical uncertainty theories. In: Gabbay, D., Smets, P. (eds.) Belief Change, (D. Dubois, H. Prade, eds.). Handbook of Defeasible Reasoning and Uncertainty Management Systems, vol.\u00a03, pp. 311\u2013392. Kluwer Academic Publishers, Dordrecht (1998)"},{"key":"3_CR20","unstructured":"Elvira: Elvira project, http:\/\/leo.ugr.es\/elvira\/"},{"key":"3_CR21","unstructured":"Henrion, M.: Analytica, lumina decision systems, http:\/\/www.lumina.com\/"},{"key":"3_CR22","unstructured":"H\u00f8jsgaard, S.: gRain, http:\/\/people.math.aau.dk\/~sorenh\/software\/gR\/"},{"key":"3_CR23","unstructured":"Jeffrey, R.C.: The Logic of Decision, 2nd edn. 246 pages. University of Chicago Press (1990)"},{"key":"3_CR24","doi-asserted-by":"crossref","unstructured":"Jensen, F.V., Nielsen, T.D.: Bayesian Networks and Decision Graphs, 2nd edn. Springer Publishing Company, Incorporated (2007)","DOI":"10.1007\/978-0-387-68282-2"},{"key":"3_CR25","first-page":"403","volume":"27","author":"R. Jirou\u0161ek","year":"1991","unstructured":"Jirou\u0161ek, R.: Solution of the marginal problem and decomposable distributions. Kybernetika\u00a027, 403\u2013412 (1991)","journal-title":"Kybernetika"},{"key":"3_CR26","unstructured":"Jouffe, L., Munteanu, P.: Bayesialab, http:\/\/www.bayesia.com"},{"issue":"1","key":"3_CR27","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1023\/B:APIN.0000027768.02013.54","volume":"21","author":"Y.G. Kim","year":"2004","unstructured":"Kim, Y.G., Valtorta, M., Vomlel, J.: A prototypical system for soft evidential update. Applied Intelligence\u00a021(1), 81\u201397 (2004)","journal-title":"Applied Intelligence"},{"key":"3_CR28","doi-asserted-by":"crossref","unstructured":"Kjaerulff, U., Madsen, A.: Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis. Information science and statistics, 2nd edn., vol.\u00a022. Springer (2013)","DOI":"10.1007\/978-1-4614-5104-4"},{"key":"3_CR29","doi-asserted-by":"crossref","unstructured":"Korb, K., Nicholson, A.: Bayesian Artificial Intelligence, 2nd edn. Chapman and Hall (2010)","DOI":"10.1201\/b10391"},{"key":"3_CR30","doi-asserted-by":"crossref","unstructured":"Koski, T., Noble, J.: Bayesian Networks: An Introduction. Wiley Series in Probability and Statistics. Wiley (2009)","DOI":"10.1002\/9780470684023"},{"key":"3_CR31","unstructured":"Krieg, M.L.: A tutorial on Bayesian belief networks. Tech. Rep. DSTO-TN-0403, Surveillance Systems Division, Electronics and Surveillance Research Laboratory, Defense science and technology organisation, Edinburgh, South Australia, Australia (2001)"},{"key":"3_CR32","first-page":"15","volume":"52","author":"R. Kruithof","year":"1937","unstructured":"Kruithof, R.: Telefoonverkeersrekening. De Ingenieur\u00a052, 15\u201325 (1937)","journal-title":"De Ingenieur"},{"key":"3_CR33","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1007\/978-3-540-87993-0_23","volume-title":"Scalable Uncertainty Management","author":"S. Langevin","year":"2008","unstructured":"Langevin, S., Valtorta, M.: Performance evaluation of algorithms for soft evidential update in Bayesian networks: First results. In: Greco, S., Lukasiewicz, T. (eds.) SUM 2008. LNCS (LNAI), vol.\u00a05291, pp. 284\u2013297. Springer, Heidelberg (2008)"},{"key":"3_CR34","unstructured":"Langevin, S., Valtorta, M., Bloemeke, M.: Agent-encapsulated Bayesian networks and the rumor problem. In: AAMAS 2010 Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems, vol.\u00a01, pp. 1553\u20131554 (2010)"},{"key":"3_CR35","unstructured":"Lauritzen, S.L.: Hugin, http:\/\/www.hugin.com"},{"key":"3_CR36","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1111\/j.2517-6161.1988.tb01721.x","volume":"50","author":"S.L. Lauritzen","year":"1988","unstructured":"Lauritzen, S.L., Spiegelhalter, D.J.: Local computations with probabilities on graphical structures and their application to expert systems. Journal of the Royal Statistical Society, Series B\u00a050, 157\u2013224 (1988)","journal-title":"Journal of the Royal Statistical Society, Series B"},{"issue":"1-2","key":"3_CR37","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1016\/S0004-3702(99)00062-4","volume":"113","author":"A.L. Madsen","year":"1999","unstructured":"Madsen, A.L., Jensen, F.V.: Lazy propagation: A junction tree inference algorithm based on lazy evaluation. Artificial Intelligence\u00a0113(1-2), 203\u2013245 (1999)","journal-title":"Artificial Intelligence"},{"key":"3_CR38","unstructured":"Minka, T., Winn, J.: Infer.net, http:\/\/research.microsoft.com\/en-us\/um\/cambridge\/projects\/infernet\/default.aspx"},{"key":"3_CR39","unstructured":"Murphy, K.: Bayesian network toolbox (bnt), http:\/\/www.cs.ubc.ca\/~murphyk\/Software\/BNT\/bnt.html"},{"key":"3_CR40","unstructured":"Na\u00efm, P., Wuillemin, P.H., Leray, P., Pourret, O., Becker, A.: R\u00e9seaux bay\u00e9siens. Eyrolles, 3 edn. (2007)"},{"key":"3_CR41","unstructured":"Norsys: Netica application (1998), http:\/\/www.norsys.com"},{"key":"3_CR42","doi-asserted-by":"crossref","unstructured":"Pan, R., Peng, Y., Ding, Z.: Belief update in Bayesian networks using uncertain evidence. In: ICTAI, pp. 441\u2013444 (2006)","DOI":"10.1109\/ICTAI.2006.39"},{"key":"3_CR43","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 Kaufmann Publishers Inc., San Francisco (1988)"},{"issue":"5","key":"3_CR44","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1142\/S0218488510006696","volume":"18","author":"Y. Peng","year":"2010","unstructured":"Peng, Y., Zhang, S., Pan, R.: Bayesian network reasoning with uncertain evidences. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems\u00a018(5), 539\u2013564 (2010)","journal-title":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems"},{"issue":"3","key":"3_CR45","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1142\/S021848851250016X","volume":"20","author":"Y. Peng","year":"2012","unstructured":"Peng, Y., Ding, Z., Zhang, S., Pan, R.: Bayesian network revision with probabilistic constraints. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems\u00a020(3), 317\u2013337 (2012)","journal-title":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems"},{"key":"3_CR46","unstructured":"Sandiford, J.: Bayes server, http:\/\/www.bayesserver.com\/"},{"issue":"2","key":"3_CR47","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1016\/j.ijar.2007.04.004","volume":"47","author":"E.D. Tomaso","year":"2008","unstructured":"Tomaso, E.D., Baldwin, J.F.: An approach to hybrid probabilistic models. International Journal of Approximate Reasoning\u00a047(2), 202\u2013218 (2008)","journal-title":"International Journal of Approximate Reasoning"},{"issue":"1","key":"3_CR48","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1016\/S0888-613X(01)00056-1","volume":"29","author":"M. Valtorta","year":"2002","unstructured":"Valtorta, M., Kim, Y.G., Vomlel, J.: Soft evidential update for probabilistic multiagent systems. International Journal of Approximate Reasoning\u00a029(1), 71\u2013106 (2002)","journal-title":"International Journal of Approximate Reasoning"},{"issue":"5","key":"3_CR49","first-page":"453","volume":"14","author":"J. Vomlel","year":"2004","unstructured":"Vomlel, J.: Probabilistic reasoning with uncertain evidence. Neural Network World, International Journal on Neural and Mass-Parallel Computing and Information Systems\u00a014(5), 453\u2013465 (2004)","journal-title":"Neural Network World, International Journal on Neural and Mass-Parallel Computing and Information Systems"},{"key":"3_CR50","doi-asserted-by":"crossref","unstructured":"Zhang, S., Peng, Y., Wang, X.: An Efficient Method for Probabilistic Knowledge Integration. In: Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence. IEEE Computer Society (November 2008)","DOI":"10.1109\/ICTAI.2008.57"}],"container-title":["Lecture Notes in Computer Science","Probabilistic Graphical Models"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-11433-0_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,2]],"date-time":"2024-06-02T11:33:49Z","timestamp":1717328029000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-11433-0_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319114323","9783319114330"],"references-count":50,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-11433-0_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}