{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T15:53:54Z","timestamp":1725638034151},"publisher-location":"London","reference-count":16,"publisher":"Springer London","isbn-type":[{"type":"print","value":"9783540199922"},{"type":"electronic","value":"9781447130871"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1995]]},"DOI":"10.1007\/978-1-4471-3087-1_17","type":"book-chapter","created":{"date-parts":[[2011,12,2]],"date-time":"2011-12-02T17:56:49Z","timestamp":1322848609000},"page":"85-88","source":"Crossref","is-referenced-by-count":0,"title":["Bayesian Strategies for Machine Learning: Rule Extraction and Concept Detection"],"prefix":"10.1007","author":[{"given":"Laura","family":"Martignon","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kathryn Blackmond","family":"Laskey","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"17_CR1","first-page":"2554","volume-title":"Neural networks and Physics systems with emergent collective computational abilities","author":"JJ Hopfield","year":"1984","unstructured":"J.J. Hopfield, \u201cNeural networks and Physics systems with emergent collective computational abilities, Proceedings of the National Academy of Science, USA (1984): 2554\u20132558"},{"key":"17_CR2","volume-title":"Detecting higher order interactions among the spiking events in a group of neurons\u201d to appear in Biological Cybernetics","author":"L Martignon","year":"1995","unstructured":"L. Martignon, H.v. Hasseln, S. Gr\u00fcn, A. Aertsen and G. Palm, \u201cDetecting higher order interactions among the spiking events in a group of neurons\u201d to appear in Biological Cybernetics (1995)"},{"key":"17_CR3","volume-title":"Parallel distributed processing","author":"G Hinton","year":"1986","unstructured":"G. Hinton, J. McClelland, D. Rumelhart.\u201cDistributed Representations\u201d Parallel distributed processing, D.Rumelhart and J. McClelland (eds) (The MIT Press, Cambridge, 1986 )"},{"key":"17_CR4","volume-title":"Parallel distributed processing","author":"G Hinton","year":"1986","unstructured":"G. Hinton, T. Sejnowski,\u201cLearning and relearning in Boltzmann machines\u201din Parallel distributed processing,D. Rumelhart and J. Mc Clelland (eds) ( The MIT Press, Cambridge, 1986 )"},{"key":"17_CR5","volume-title":"Adapting connectionist learning to Bayes networks","author":"KB Laskey","year":"1990","unstructured":"K.B. Laskey, \u201cAdapting connectionist learning to Bayes networks\u201d, International Journal of Approximate Reasoning, May (1990)"},{"key":"17_CR6","doi-asserted-by":"publisher","first-page":"443","DOI":"10.1016\/0893-6080(91)90040-C","volume":"4","author":"S Amari","year":"1991","unstructured":"S. Amari, \u201cDualistic geometry of the Manifold of Higher\u2014Order Neurons\u201d, Neural Networks, 4, (1991), p. 443\u2013451","journal-title":"Neural Networks"},{"issue":"2","key":"17_CR7","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1109\/72.125867","volume":"3","author":"S Amari","year":"1992","unstructured":"S. Amari, K. Kurata, and H. Nagaoka,\u201cInformation Geometry of Boltzmann machines\u201d, IEEE Trans. Neural networks, 3, (1992) no. 2, p. 260\u2013271","journal-title":"IEEE Trans. Neural networks"},{"issue":"2","key":"17_CR8","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1109\/18.32118","volume":"35","author":"S Amari","year":"1989","unstructured":"S. Amari and T. SunHan, \u201cStatistical Inference under Multiterminal Rate Restrictions: A Differential Geometric Approach\u201d, IEEE Trans.Inf.Theory, 35, (1989), no. 2, p. 217\u2013227","journal-title":"IEEE Trans.Inf.Theory"},{"key":"17_CR9","volume-title":"Discrete multivariate analysis: Theory and Practice","author":"Y Bishop","year":"1989","unstructured":"Y. Bishop, S. Fienberg, and P. Holland, Discrete multivariate analysis: Theory and Practice, (The MIT Press, Cambridge, 1989)"},{"key":"17_CR10","unstructured":"R.E. Kass, A. Raftery, \u201cBayes factors and model uncertainty\u201d,Carnegie Mellon University Dept. of Statistics, Technical Report Nr.571(1993)"},{"key":"17_CR11","unstructured":"M.H. de Groot, Optimal Statistical Decisions,(Mc.Graw Hill, New York,1970)"},{"key":"17_CR12","unstructured":"K.B. Laskey and L. Martignon, \u201c Bayesian Learning of Markov Fields Models\u201dsubmitted to Neural Networks"},{"key":"17_CR13","doi-asserted-by":"crossref","unstructured":"W.B. Poland, and R. Schachter,\u201cThree approaches to probability model selection\u201d, Uncertainty in artificial intelligence:Proceedings of the tenth conference eds. R.Lopez de Mantara, and D.Poole (eds.)(Morgan Kaufman, San Mateo,1994)","DOI":"10.1016\/B978-1-55860-332-5.50065-1"},{"key":"17_CR14","volume-title":"and G. Palm,\u201cBehavior\u2014 related neuron group activity in the cortex","author":"S Gr\u00fcn","year":"1994","unstructured":"S. Gr\u00fcn, A. Aertsen, M. Abeles, G. Gerstein, and G. Palm,\u201cBehavior\u2014 related neuron group activity in the cortex\u201d, Proc. 17th Ann. Meeting of the European neurosc. Ass.(Oxford University Press, ENA), (1994)"},{"key":"17_CR15","first-page":"309","volume":"9","author":"G Cooper","year":"1992","unstructured":"G. Cooper and E. Herskovits,\u201cA Bayesian method for the induction of probabilistic networks from data\u201d,Machine Learning 9 (1992),p. 309\u2013347","journal-title":"Machine Learning"},{"key":"17_CR16","unstructured":"D. Heckerman, D. Geiger, D. M. Chickering,\u201cLearning Bayesian networks:The combination of knowledge and statistical data\u201d,Artificial Intelligence\u201c(to appear)."}],"container-title":["Neural Networks: Artificial Intelligence and Industrial Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-1-4471-3087-1_17.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,1]],"date-time":"2021-05-01T00:26:35Z","timestamp":1619828795000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-1-4471-3087-1_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1995]]},"ISBN":["9783540199922","9781447130871"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-1-4471-3087-1_17","relation":{},"subject":[],"published":{"date-parts":[[1995]]}}}