{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,18]],"date-time":"2025-01-18T05:11:04Z","timestamp":1737177064289,"version":"3.33.0"},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540724810"},{"type":"electronic","value":"9783540725237"}],"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\/978-3-540-72523-7_48","type":"book-chapter","created":{"date-parts":[[2007,6,21]],"date-time":"2007-06-21T00:13:14Z","timestamp":1182384794000},"page":"479-489","source":"Crossref","is-referenced-by-count":1,"title":["Robust Inference in Bayesian Networks with Application to Gene Expression Temporal Data"],"prefix":"10.1007","author":[{"given":"Omer","family":"Berkman","sequence":"first","affiliation":[]},{"given":"Nathan","family":"Intrator","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"48_CR1","volume-title":"Probabilistic Reasoning in Intelligent Systems","author":"J. Pearl","year":"1988","unstructured":"Pearl, J.: Probabilistic Reasoning in Intelligent Systems. Morgan Kaufmann, San Francisco (1988)"},{"key":"48_CR2","unstructured":"Murphy, K., Mian, S.: Modelling Gene Expression Data using Dynamic Bayesian Networks. Technical Report, MIT Artificial Intelligence Laboratory (1999)"},{"key":"48_CR3","doi-asserted-by":"crossref","unstructured":"Friedman, N., et al.: Using Bayesian Networks to Analyze Expression Data. Journal of Computational Biology (2000)","DOI":"10.1145\/332306.332355"},{"key":"48_CR4","doi-asserted-by":"crossref","unstructured":"Hartemink, A.J., et al.: Using graphical models and genomic expression data to statistically validate models of genetic regulatory networks. In: Pacific Symp. Biocomput., pp. 422\u2013433 (2001)","DOI":"10.1142\/9789814447362_0042"},{"key":"48_CR5","doi-asserted-by":"crossref","unstructured":"Hartemink, A., et al.: Combining location and expression data for principled discovery of genetic regulatory network models. In: Pac. Symp. Biocomput., vol. 7, pp. 437\u2013449 (2002)","DOI":"10.1142\/9789812799623_0041"},{"key":"48_CR6","doi-asserted-by":"publisher","first-page":"2271","DOI":"10.1093\/bioinformatics\/btg313","volume":"19","author":"D. Husmeier","year":"2003","unstructured":"Husmeier, D.: Sensitivity and specificity of inferring genetic regulatory interactions from microarray experiments with dynamic Bayesian networks. Bioinformatics\u00a019, 2271\u20132282 (2003)","journal-title":"Bioinformatics"},{"key":"48_CR7","doi-asserted-by":"crossref","unstructured":"Smith, V.A., Jarvis, E.D., Hartemink, A.J.: Influence of Network Topology and Data Collection on Network Infernece. In: Pacific Symp. Biocomput., vol.\u00a08, pp. 164\u2013175 (2003)","DOI":"10.1142\/9789812776303_0016"},{"key":"48_CR8","doi-asserted-by":"crossref","first-page":"216","DOI":"10.1093\/bioinformatics\/18.suppl_1.S216","volume":"18","author":"V.A. Smith","year":"2002","unstructured":"Smith, V.A., Jarvis, E.D., Hartemink, A.J.: Evaluating functional network inference using simulations. Bioinformatics\u00a018, S216\u2013S224 (2002)","journal-title":"Bioinformatics"},{"key":"48_CR9","unstructured":"Yu, J., et al.: Using Bayesian Network Inference Algorithms to Recover Molecular Genetic Regulatory Networks. In: 3rd International Conference on System Biology, Karolinska Institute, Stockholm, Sweden (2002)"},{"key":"48_CR10","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1162\/neco.1991.3.1.79","volume":"3","author":"R.A. Jacobs","year":"1991","unstructured":"Jacobs, R.A., et al.: Adaptive Mixtures of Local Experts. Neural Computation\u00a03, 79\u201387 (1991)","journal-title":"Neural Computation"},{"key":"48_CR11","doi-asserted-by":"publisher","first-page":"993","DOI":"10.1109\/34.58871","volume":"12","author":"L.K. Hansen","year":"1990","unstructured":"Hansen, L.K., Salamon, P.: Neural network ensembles. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a012, 993\u20131001 (1990)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"48_CR12","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1080\/095400996116839","volume":"8","author":"K. Tumer","year":"1996","unstructured":"Tumer, K., Ghosh, J.: Error Correlation and Error Reduction in Ensemble Classifiers. Connection Science\u00a08, 385\u2013404 (1996)","journal-title":"Connection Science"},{"key":"48_CR13","doi-asserted-by":"crossref","unstructured":"Sharkey, A.J.C.: On Combining Artificial Neural Nets. Connection Science 8 (1996)","DOI":"10.1080\/095400996116785"},{"key":"48_CR14","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1080\/095400996116811","volume":"8","author":"Y. Raviv","year":"1996","unstructured":"Raviv, Y., Intrator, N.: Bootstrapping with Noise: An Effective Regularization Technique. Connection Science\u00a08, 355\u2013372 (1996)","journal-title":"Connection Science"},{"issue":"Suppl. 1","key":"48_CR15","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1093\/bioinformatics\/17.suppl_1.S215","volume":"17","author":"D. Pe\u2019er","year":"2001","unstructured":"Pe\u2019er, D., et al.: Inferring subnetworks from perturbed expression profiles. Bioinformatics\u00a017(Suppl. 1), S215\u2013S224 (2001)","journal-title":"Bioinformatics"},{"key":"48_CR16","doi-asserted-by":"crossref","unstructured":"Hartemink, A.J., et al.: Combining location and expression data for principled discovery of genetic regulatory network models. In: Pacific Symp. Biocomput., vol.\u00a07, pp. 437\u2013449 (2002)","DOI":"10.1142\/9789812799623_0041"},{"issue":"1","key":"48_CR17","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1023\/A:1020249912095","volume":"50","author":"N. Friedman","year":"2003","unstructured":"Friedman, N., Koller, D.: Being Bayesian about Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks. Machine Learning\u00a050(1), 95\u2013125 (2003)","journal-title":"Machine Learning"},{"issue":"18","key":"48_CR18","doi-asserted-by":"publisher","first-page":"3594","DOI":"10.1093\/bioinformatics\/bth448","volume":"20","author":"J. Yu","year":"2004","unstructured":"Yu, J., et al.: Advances to Bayesian network inference for generating causal networks from observational biological data. Bioinformatic\u00a020(18), 3594\u20133603 (2004)","journal-title":"Bioinformatic"},{"key":"48_CR19","doi-asserted-by":"crossref","unstructured":"Basso, K., et al.: Reverse engineering of regulatory networks in human B cells. Nat Genet (2005)","DOI":"10.1038\/ng1532"},{"issue":"5","key":"48_CR20","doi-asserted-by":"publisher","first-page":"554","DOI":"10.1038\/nbt0505-554","volume":"23","author":"A.J. Hartemink","year":"2005","unstructured":"Hartemink, A.J.: Reverse engineering gene regulatory networks. Nat. Biotechnol.\u00a023(5), 554\u2013555 (2005)","journal-title":"Nat. Biotechnol."},{"key":"48_CR21","unstructured":"Hartemink, A.J.: BANJO (2005)"}],"container-title":["Lecture Notes in Computer Science","Multiple Classifier Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-72523-7_48","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,17]],"date-time":"2025-01-17T11:13:45Z","timestamp":1737112425000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-72523-7_48"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007]]},"ISBN":["9783540724810","9783540725237"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-72523-7_48","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2007]]}}}