{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,3]],"date-time":"2022-04-03T09:30:28Z","timestamp":1648978228365},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2013,2,19]],"date-time":"2013-02-19T00:00:00Z","timestamp":1361232000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Pattern Anal Applic"],"published-print":{"date-parts":[[2014,11]]},"DOI":"10.1007\/s10044-013-0320-3","type":"journal-article","created":{"date-parts":[[2013,2,19]],"date-time":"2013-02-19T02:53:19Z","timestamp":1361242399000},"page":"799-807","source":"Crossref","is-referenced-by-count":1,"title":["VE dimension induced by Bayesian networks over the boolean domain"],"prefix":"10.1007","volume":"17","author":[{"given":"Youlong","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,2,19]]},"reference":[{"issue":"5644","key":"320_CR1","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1126\/science.1087361","volume":"302","author":"R. Jansen","year":"2003","unstructured":"Jansen R, Yu H, Greenbaum D et\u00a0al (2003) A Bayesian networks approach for predicting protein\u2013protein interactions from genomic data. Sci Agric 302(5644):449\u2013453","journal-title":"Science"},{"issue":"1-2","key":"320_CR2","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/j.ijar.2005.10.002","volume":"4","author":"B.R. Cobb","year":"2006","unstructured":"Cobb BR, Shenoy PP (2006) Operation for inference in continuous Bayesian networks with linear deterministic variables. Int J Approx Reason 4(1-2):21\u201336","journal-title":"Int J Approx Reason"},{"key":"320_CR3","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1007\/s10472-008-9101-x","volume":"54","author":"Huang Yimin","year":"2008","unstructured":"Yimin Huang, Marco Valtorta (2008) On the completeness of an identifiability algorithm for semi-Markovian models. Ann Math Artif Intell 54:363\u2013408","journal-title":"Ann Math Artif Intell"},{"issue":"7","key":"320_CR4","first-page":"341","volume":"50","author":"P. Aritz","year":"2009","unstructured":"Aritz P, Pedro L, Inaki I (2009) Bayesian classifiers based on kernel density estimation: flexible classifiers. Int J Approx Reason 50(7):341\u2013362","journal-title":"Int J Approx Reason"},{"key":"320_CR5","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1023\/A:1016398407857","volume":"36","author":"V.M.H. Coup","year":"2002","unstructured":"Coup VMH, van der Gaag LC (2002) Properties of sensitivity analysis of Bayesian belief networks. Ann Math Artif Intell 36:323\u2013356","journal-title":"Ann Math Artif Intell"},{"key":"320_CR6","first-page":"67","volume":"9","author":"V. Franc","year":"2008","unstructured":"Franc V, Savchynskyy B (2008) Discriminative Learning of Max-Sum classifiers. J Mach Learn Res 9:67\u2013104","journal-title":"J Mach Learn Res"},{"key":"320_CR7","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1007\/s10044-004-0232-3","volume":"4","author":"F Pernkopf","year":"2004","unstructured":"Pernkopf F (2004) Detection of surface defects on raw steel blocks using Bayesian network classifiers. Pattern Anal Appl 4:333\u2013342","journal-title":"Pattern Anal Appl"},{"key":"320_CR8","first-page":"129","volume":"6","author":"J. Lafferty","year":"2005","unstructured":"Lafferty J, Lebanon G (2005) Diffusion kernels on statistical manifolds. J Mach Learn Res 6:129\u2013163","journal-title":"J Mach Learn Res"},{"key":"320_CR9","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1162\/08997660460734029","volume":"16","author":"K. Tsuda","year":"2004","unstructured":"Tsuda K, Akaho S, Kawanabe M, Muller K (2004) Asymptotic properties of the Fisher kernel. Neural Comput Appl 16:115\u2013137","journal-title":"Neural Comput"},{"key":"320_CR10","doi-asserted-by":"crossref","unstructured":"Pahikkala T, Tsivtsivadze E, Airola A, Jarvinen J, Boberg J (2009) An efficient algorithm for learning to rank from preference graphs. Mach Learn 75:129\u2013165","DOI":"10.1007\/s10994-008-5097-z"},{"key":"320_CR11","first-page":"441","volume":"3","author":"S. Ben-David","year":"2002","unstructured":"Ben-David S, Eiron N, Simon HU (2002) Limitations of learning via embeddings in Euclidean half-spaces. J Mach Learn Res 3:441\u2013461","journal-title":"J Mach Learn Res"},{"key":"320_CR12","first-page":"1","volume":"9","author":"G. Chechik","year":"2008","unstructured":"Chechik G, Heitz G, Galel GE, Koller D (2008) Max-margin classification of data with absent features. J Mach Learn Res 9:1\u201321","journal-title":"J Mach Learn Res"},{"key":"320_CR13","unstructured":"Altun Y., Tsochantaridis I., Hofmann T. (2003) Hidden Markov support vector machines. In: Proceedings of the 20th International conference on machine learning. AAAI Press, Menlo Park, pp 3\u201310"},{"key":"320_CR14","first-page":"1383","volume":"6","author":"A. Nakamura","year":"2005","unstructured":"Nakamura A, Schmitt M, Schmitt N, Simon HU (2005) Inner product space of Bayesian networks. J Mach Learn Res 6:1383\u20131403","journal-title":"J Mach Learn Res"},{"issue":"8","key":"320_CR15","doi-asserted-by":"crossref","first-page":"1173","DOI":"10.1142\/S0218001411009093","volume":"25","author":"S. Jaime","year":"2011","unstructured":"Jaime S (2011) Cardoso and Ricardo Sousa, measuring the performance of ordinal classification. Int J Pattern Recognit Artif Intell 25(8):1173\u20131195","journal-title":"Int J Pattern Recognit Artif Intell"},{"issue":"7","key":"320_CR16","doi-asserted-by":"crossref","first-page":"1036","DOI":"10.1016\/j.ijar.2009.04.001","volume":"50","author":"Y. Youlong","year":"2009","unstructured":"Youlong Y, Yan W (2009) VC dimension and inner product space induced by Bayesian networks. Int J Approx Reason 50(7):1036\u20131045","journal-title":"Int J Approx Reason"},{"issue":"3","key":"320_CR17","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1007\/s10440-008-9301-8","volume":"106","author":"Y. Youlong","year":"2009","unstructured":"Youlong Y, Yan W (2009) Inner product space and concept classes induced by Bayesian networks. Acta Appl Math 106(3):337\u2013348","journal-title":"Acta Appl Math"},{"key":"320_CR18","unstructured":"Chickering DM (1995) A transformational characterization of Bayesian network structures. In: Hanks S, Besnard P (eds) Proceeding of the Eleventh conference on uncertainty in artifical intelligence. Morgan Kaufmann, Burlington, pp 87\u201398"},{"key":"320_CR19","first-page":"445","volume":"2","author":"D.M. Chickering","year":"2002","unstructured":"Chickering DM (2002) Learing equivalence classes of Bayesian-network structures. J Mach Learn Res 2:445\u2013498","journal-title":"J Mach Learn Res"},{"key":"320_CR20","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.ins.2011.08.031","volume":"184","author":"Y. Youlong","year":"2012","unstructured":"Youlong Y, Yan W (2012) On the properties of concept classes induced by some multiple-valued Bayesian networks. Inf Sci 184:155\u2013165","journal-title":"Inf Sci"},{"key":"320_CR21","unstructured":"Verma T, Pearl J (1990) Causal networks: semantics and expressiveness. In: Shachter RD, Levitt TS, Kanal LN, Lemmer JF (eds) Uncertainty in artificial intelligence. Proceedings of the Sixth Conference, North Holland, Amsterdam"},{"key":"320_CR22","doi-asserted-by":"crossref","unstructured":"Anthony M, Bartlett PL (1999) Learning in neural networks: theoretical foundations. Cambridge University Press, Cambridge, pp 73\u201383; 108\u2013122","DOI":"10.1017\/CBO9780511624216"}],"container-title":["Pattern Analysis and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10044-013-0320-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10044-013-0320-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10044-013-0320-3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,9]],"date-time":"2019-07-09T17:48:49Z","timestamp":1562694529000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10044-013-0320-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,2,19]]},"references-count":22,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2014,11]]}},"alternative-id":["320"],"URL":"https:\/\/doi.org\/10.1007\/s10044-013-0320-3","relation":{},"ISSN":["1433-7541","1433-755X"],"issn-type":[{"value":"1433-7541","type":"print"},{"value":"1433-755X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,2,19]]}}}