{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,19]],"date-time":"2025-12-19T21:41:02Z","timestamp":1766180462884},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2012,3,20]],"date-time":"2012-03-20T00:00:00Z","timestamp":1332201600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Comput Stat"],"published-print":{"date-parts":[[2013,4]]},"DOI":"10.1007\/s00180-012-0320-6","type":"journal-article","created":{"date-parts":[[2012,3,19]],"date-time":"2012-03-19T11:28:56Z","timestamp":1332156536000},"page":"621-646","source":"Crossref","is-referenced-by-count":16,"title":["Efficient identification of independence networks using mutual information"],"prefix":"10.1007","volume":"28","author":[{"given":"Davide","family":"Bacciu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Terence A.","family":"Etchells","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paulo J. G.","family":"Lisboa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joe","family":"Whittaker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,3,20]]},"reference":[{"key":"320_CR1","unstructured":"Aliferis CF, Tsamardinos I, Statnikov AR, Brown LE (2003) Causal explorer: a causal probabilistic network learning toolkit for biomedical discovery. In: Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences (METMBS\u201903), pp 371\u2013376"},{"issue":"1","key":"320_CR2","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1111\/j.2517-6161.1995.tb02031.x","volume":"57","author":"Y Benjamini","year":"1995","unstructured":"Benjamini Y, Hochberg Y (1995) Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Ser B Methodol 57(1): 289\u2013300","journal-title":"J R Stat Soc Ser B Methodol"},{"issue":"4","key":"320_CR3","doi-asserted-by":"crossref","first-page":"1165","DOI":"10.1214\/aos\/1013699998","volume":"29","author":"Y Benjamini","year":"2001","unstructured":"Benjamini Y, Yekutieli D (2001) The control of the false discovery rate in multiple testing under dependency. Ann Stat 29(4): 1165\u20131188","journal-title":"Ann Stat"},{"key":"320_CR4","volume-title":"Discrete multivariate analyses: theory and practice","author":"YMM Bishop","year":"1975","unstructured":"Bishop YMM, Fienberg SE, Holland PW (1975) Discrete multivariate analyses: theory and practice. MIT Press, Cambridge, MA"},{"issue":"1\u20132","key":"320_CR5","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/S0004-3702(02)00191-1","volume":"137","author":"J Cheng","year":"2002","unstructured":"Cheng J, Greiner R, Kelly J, Bell D, Liu W (2002) Learning Bayesian networks from data: an information-theory based approach. Artif Intell 137(1\u20132): 43\u201390","journal-title":"Artif Intell"},{"key":"320_CR6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1979.tb01052.x","volume":"41","author":"AP Dawid","year":"1979","unstructured":"Dawid AP (1979) Conditional independence in statistical theory (with discussion). J R Stat Soc Ser B 41: 1\u201331","journal-title":"J R Stat Soc Ser B"},{"key":"320_CR7","unstructured":"Fast A, Hay M, Jensen D (2008) Improving accuracy of constraint-based structure learning. Technical report 08-48, University of Massachusetts Amherst, Computer Science Department"},{"key":"320_CR8","unstructured":"Friedman N, Nachman I, Pe\u2019er D (1999) Learning Bayesian network structure from massive datasets: the \u201csparse candidate\u201d algorithm. In: Proceedings of the Fifteenth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-99), Morgan Kaufmann, San Francisco, CA, pp 206\u2013221"},{"key":"320_CR9","doi-asserted-by":"crossref","unstructured":"Goebel B, Dawy Z, Hagenauer J, Mueller J (2005) An approximation to the distribution of finite sample size mutual information estimates. In: ICC 2005. 2005 IEEE International Conference on Communications, vol 2, pp 1102\u20131106","DOI":"10.1109\/ICC.2005.1494518"},{"key":"320_CR10","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-68282-2","volume-title":"Bayesian networks and decision graphs","author":"F Jensen","year":"2007","unstructured":"Jensen F, Nielsen T (2007) Bayesian networks and decision graphs. Springer, Berlin"},{"key":"320_CR11","volume-title":"Probabilistic graphical models: principles and techniques","author":"D Koller","year":"2009","unstructured":"Koller D, Friedman N (2009) Probabilistic graphical models: principles and techniques. MIT Press, Cambridge, MA"},{"key":"320_CR12","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198522195.001.0001","volume-title":"Graphical models","author":"S Lauritzen","year":"1996","unstructured":"Lauritzen S (1996) Graphical models. Oxford University Press, Oxford"},{"issue":"Suppl 1","key":"320_CR13","doi-asserted-by":"crossref","first-page":"S7","DOI":"10.1186\/1471-2105-7-S1-S7","volume":"7","author":"A Margolin","year":"2006","unstructured":"Margolin A, Nemenman I, Basso K, Wiggins C, Stolovitzky G, Favera R, Califano A (2006) ARACNE: an algorithm for the reconstruction of gene regulatory networks in a mammalian cellular context. BMC Bioinf 7(Suppl 1): S7","journal-title":"BMC Bioinf"},{"key":"320_CR14","unstructured":"Meek C (1997) Graphical models: selecting causal and statistical models. Ph.D. thesis, Carnegie Mellon University"},{"key":"320_CR15","unstructured":"Murphy K (1997) Bayes net toolbox for matlab. http:\/\/people.cs.ubc.ca\/~murphyk\/Software\/BNT\/bnt.html"},{"key":"320_CR16","unstructured":"Spirtes P, Meek C (1995) Learning Bayesian networks with discrete variables from data. In: Usama M, Fayyad, Ramasamy Uthurusamy (eds). Proceedings of the first international conference on knowledge discovery and data mining. AAI Press, Navrangpura, Ahmedabad, pp 294\u2013299"},{"key":"320_CR17","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-2748-9","volume-title":"Causation, prediction, and search","author":"P Spirtes","year":"1993","unstructured":"Spirtes P, Glymour C, Scheines R (1993) Causation, prediction, and search. Springer, New York"},{"key":"320_CR18","volume-title":"Causation, prediction and search","author":"P Spirtes","year":"2000","unstructured":"Spirtes P, Glymour C, Scheines R (2000) Causation, prediction and search, 2nd edn. MIT Press, New York, NY","edition":"2"},{"key":"320_CR19","unstructured":"Tsamardinos I, Brown LE (2008) Bounding the false discovery rate in local Bayesian network learning. In: Proceedings of the Twenty-third AAAI Conference on Artificial Intelligence, AAAI 2008, Chicago, IL, USA, 13\u201317 July 2008, pp 1100\u20131105"},{"issue":"1","key":"320_CR20","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1007\/s10994-006-6889-7","volume":"65","author":"I Tsamardinos","year":"2006","unstructured":"Tsamardinos I, Brown LE, Aliferis CF (2006) The max-\u00a0min hill-climbing Bayesian network structure learning algorithm. Mach Learn 65(1): 31\u201378","journal-title":"Mach Learn"},{"key":"320_CR21","volume-title":"Graphical models in applied multivariate statistics","author":"J Whittaker","year":"1990","unstructured":"Whittaker J (1990) Graphical models in applied multivariate statistics. Wiley, Chichester"}],"container-title":["Computational Statistics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-012-0320-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00180-012-0320-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-012-0320-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,21]],"date-time":"2024-04-21T17:21:12Z","timestamp":1713720072000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00180-012-0320-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,3,20]]},"references-count":21,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2013,4]]}},"alternative-id":["320"],"URL":"https:\/\/doi.org\/10.1007\/s00180-012-0320-6","relation":{},"ISSN":["0943-4062","1613-9658"],"issn-type":[{"value":"0943-4062","type":"print"},{"value":"1613-9658","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,3,20]]}}}