{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T15:14:28Z","timestamp":1729610068498,"version":"3.28.0"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,8]]},"DOI":"10.1109\/embc.2014.6943598","type":"proceedings-article","created":{"date-parts":[[2014,11,12]],"date-time":"2014-11-12T17:43:47Z","timestamp":1415814227000},"page":"338-341","source":"Crossref","is-referenced-by-count":1,"title":["Latent force models for describing transcriptional regulation processes in the embryo development problem for the Drosophila melanogaster"],"prefix":"10.1109","author":[{"given":"Juan David","family":"Vasquez Jaramillo","sequence":"first","affiliation":[]},{"given":"Mauricio A.","family":"Alvarez","sequence":"additional","affiliation":[]},{"given":"Alvaro A.","family":"Orozco","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.1000596"},{"journal-title":"Machine Learning Approaches to Modelling Bicoid Mor-phogen in Drosophila Melanogaster","year":"2013","author":"liu","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btr658"},{"key":"ref13","article-title":"Adaptive Computation and Machine Learning Series","author":"murphy","year":"2012","journal-title":"Machine Learning Probabilistic Perpective"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.0020051"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkn717"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bth222"},{"article-title":"Gaussian Processes for Machine Learning","year":"2006","author":"edward rasmussen","key":"ref17"},{"article-title":"An Introduction to Mechanistic Models and Control Theory","year":"2007","author":"rivera","key":"ref18"},{"key":"ref19","article-title":"Gene expression Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities","volume":"22","author":"guido","year":"2006","journal-title":"Bioinformatics"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511755576"},{"journal-title":"Biophysical studies of morphogen gradient formation in Drosophila melanogaster","year":"2011","author":"alfred drocco","key":"ref3"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"18403","DOI":"10.1073\/pnas.0509483102","article-title":"Diffusion and Scaling During Early Embryonic Pattern Formation","volume":"102","author":"thomas","year":"2005","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btn278"},{"journal-title":"Inferring Latent Functions with Gaussian Processes in Differential Equations","year":"2006","key":"ref8"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1016\/j.cell.2007.05.026","article-title":"Stability and nuclear dynamics of the bicoid morphogen gradient","volume":"130","author":"thomas","year":"2007","journal-title":"Cell"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.86"},{"key":"ref1","first-page":"9","article-title":"Latent Force Models","volume":"5","author":"alvarez","year":"2009","journal-title":"Proceedings of the 12th International Conference on Artificial Intelligence and Statistics (AISTATS)"},{"key":"ref9","first-page":"785","article-title":"Guido Sanguinetti, and Magnus Rattray. Modelling transcriptional regulation using Gaussian processes. In","author":"lawrence","year":"2007","journal-title":"NIPS"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1242\/dev.031195"},{"journal-title":"Estimation of Multiple Transcription Factors using ODEs and Gaussian Processes","year":"2008","author":"titsias","key":"ref22"},{"article-title":"Applied Numerical Methods with Matlab for Engineers and Scientists","year":"2002","author":"chapra","key":"ref21"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1098\/rstb.1952.0012"}],"event":{"name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","start":{"date-parts":[[2014,8,26]]},"location":"Chicago, IL","end":{"date-parts":[[2014,8,30]]}},"container-title":["2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6923026\/6943513\/06943598.pdf?arnumber=6943598","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,22]],"date-time":"2017-06-22T20:04:13Z","timestamp":1498161853000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6943598\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,8]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/embc.2014.6943598","relation":{},"subject":[],"published":{"date-parts":[[2014,8]]}}}