{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T08:02:56Z","timestamp":1791273776124,"version":"4.1.0"},"reference-count":31,"publisher":"IEEE Comput. Soc","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1109\/csb.2002.1039344","type":"proceedings-article","created":{"date-parts":[[2003,6,25]],"date-time":"2003-06-25T19:34:26Z","timestamp":1056569666000},"page":"219-227","source":"Crossref","is-referenced-by-count":15,"title":["Bayesian network and nonparametric heteroscedastic regression for nonlinear modeling of genetic network"],"prefix":"10.1109","author":[{"given":"S.","family":"Imoto","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"family":"Kim Sunyong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"T.","family":"Goto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S.","family":"Aburatani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"K.","family":"Tashiro","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S.","family":"Kuhara","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S.","family":"Miyano","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1080\/01621459.1986.10478240","article-title":"Accurate approximations for posterior moments and marginal densities","volume":"81","author":"tinerey","year":"1986","journal-title":"J Amer Statist Assoc"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344136"},{"key":"ref10","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-6333-3","author":"de boor","year":"1978","journal-title":"A practical Guide to Splines"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365-2958.1998.01087.x"},{"key":"ref12","first-page":"157","article-title":"Discretizing Continuous Attributes While Learning Bayesian Networks","author":"friedman","year":"1996","journal-title":"Proc of the 13 th Intl Conf on Machine Learning"},{"key":"ref13","first-page":"252","article-title":"Learning Bayesian Networks with Local Structure","author":"friedman","year":"1996","journal-title":"Proc Twelfth Conf On Uncertainty in Artificial Intelligence"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-5014-9_15"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1089\/106652700750050961"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-4473-3"},{"key":"ref17","first-page":"437","article-title":"Combining Location and Expression Data for Principled Discovery of Genetic Regulatory Network Models","volume":"7","author":"hartemink","year":"2002","journal-title":"Proc Pacific Symposium on Biocomputing"},{"key":"ref18","author":"hastie","year":"1990","journal-title":"Generalized Additive Models"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-5014-9_11"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/17.suppl_1.S215"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/16.8.727"},{"key":"ref27","first-page":"1254","article-title":"XML Documentation of Biopathways and Their Simulations in Genomic Object Net","author":"matsuno","year":"2001","journal-title":"Genome Informatics"},{"key":"ref3","first-page":"17","article-title":"S. Identification of Genetic Networks from a Small Number of Gene Expression Patterns Under the Boolean Network Model","volume":"4","author":"akutsu","year":"1999","journal-title":"Proc Pacific Symposium on Biocomputing"},{"key":"ref6","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-4286-2","author":"berger","year":"1985","journal-title":"Statistical Decision Theory and Bayesian Analysis"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1128\/MCB.13.8.5099"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1089\/106652700750050817"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"6746","DOI":"10.1073\/pnas.89.15.6746","article-title":"Coregulation of purine and histidine biosynthesis by the transcription activator BAS1 and BAS2","volume":"89","author":"daignan-fornier","year":"1992","journal-title":"Proc Natl Acad Sci USA"},{"key":"ref7","author":"cowell","year":"1999","journal-title":"Probabilistic Networks and Expert Systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/BF02888350"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/73.2.323"},{"key":"ref1","first-page":"267","article-title":"Information theory and an extension of the maximum likelihood principle","author":"akaike","year":"1973"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-377-6.50079-7"},{"key":"ref22","first-page":"175","article-title":"Estimation of genetic networks and functional structures between genes by using Bayesian networks and nonparametric regression","volume":"7","author":"imoto","year":"2002","journal-title":"Proc Pacific Symposium on Biocomputing"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994016"},{"key":"ref24","article-title":"Statistical model evaluation and information criteria","author":"konishi","year":"1999"},{"key":"ref23","author":"jensen","year":"1996","journal-title":"An Introduction to Bayesian Networks"},{"key":"ref26","first-page":"338","article-title":"Hybrid Petri Net representation of gene regulatory network","volume":"5","author":"matsuno","year":"2000","journal-title":"Proc Pacific Symposium on Biocomputing"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/83.4.875"}],"event":{"name":"IEEE Computer Society Bioinformatics Conference","location":"Stanford, CA, USA","acronym":"CSB-02"},"container-title":["Proceedings. IEEE Computer Society Bioinformatics Conference"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/8059\/22276\/01039344.pdf?arnumber=1039344","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,15]],"date-time":"2017-06-15T18:44:41Z","timestamp":1497552281000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/1039344\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/csb.2002.1039344","relation":{},"subject":[]}}