{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T05:19:28Z","timestamp":1790745568136,"version":"4.1.0"},"reference-count":43,"publisher":"IEEE","license":[{"start":{"date-parts":[[2018,7,1]],"date-time":"2018-07-01T00:00:00Z","timestamp":1530403200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2018,7,1]],"date-time":"2018-07-01T00:00:00Z","timestamp":1530403200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/cec.2018.8477873","type":"proceedings-article","created":{"date-parts":[[2018,10,23]],"date-time":"2018-10-23T00:33:13Z","timestamp":1540254793000},"page":"1-8","source":"Crossref","is-referenced-by-count":29,"title":["Computational Intelligence for Parameter Estimation of Biochemical Systems"],"prefix":"10.1109","author":[{"given":"Marco S.","family":"Nobile","sequence":"first","affiliation":[{"name":"Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, 20126, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrea","family":"Tangherloni","sequence":"additional","affiliation":[{"name":"Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, 20126, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leonardo","family":"Rundo","sequence":"additional","affiliation":[{"name":"Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, 20126, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Simone","family":"Spolaor","sequence":"additional","affiliation":[{"name":"Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, 20126, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniela","family":"Besozzi","sequence":"additional","affiliation":[{"name":"Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, 20126, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Giancarlo","family":"Mauri","sequence":"additional","affiliation":[{"name":"Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, 20126, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paolo","family":"Cazzaniga","sequence":"additional","affiliation":[{"name":"Department of Informatics. Systems and Communication, University of Milano-Bicocca, Milano, 20126, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"dcm\u0161ar","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref38","first-page":"2171","article-title":"DEAP: Evolutionary algorithms made easy","volume":"13","author":"fortin","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.04.015"},{"key":"ref32","first-page":"291","article-title":"Turbulent particle swarm optimization using fuzzy parameter tuning","volume":"3","author":"abraham","year":"2009","journal-title":"Foundations of Computational Intelligence"},{"key":"ref31","first-page":"267","article-title":"Inertia weight control strategies for particle swarm optimization","volume":"10","author":"harrison","year":"2016","journal-title":"Swarm In tell"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1007\/BFb0056884","article-title":"Extending population-based incremental learning to continuous search spaces","author":"sebag","year":"1998","journal-title":"Proc Int Conf Parallel Problem Solving from Nature"},{"key":"ref37","first-page":"1940","article-title":"Proactive Particles in Swarm Optimization: a settings-free algorithm for real-parameter single objective optimization problems","author":"tangherloni","year":"2017","journal-title":"Proc Congr Evolutionary Computation"},{"key":"ref36","first-page":"1","article-title":"Proactive particles in swarm optimization: a self-tuning algorithm based on fuzzy logic","author":"nobile","year":"2015","journal-title":"Proc Int Conf Fuzzy Systems"},{"key":"ref35","first-page":"101","article-title":"Fuzzy adaptive particle swarm optimization","volume":"1","author":"shi","year":"2001","journal-title":"Proc Congr Evolutionary Computation"},{"key":"ref34","author":"yen","year":"1998","journal-title":"Fuzzy Logic Intelligence Control and Information"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICEC.1996.542381"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-017-1666-0"},{"key":"ref11","author":"holland","year":"1975","journal-title":"Adaptation in Natural and Artificial Systems"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s11721-009-0026-8"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-007-9149-x"},{"key":"ref14","volume":"2","author":"larra\u00f1aga","year":"2001","journal-title":"Estimation of Distribution Algorithms A New Tool for Evolutionary Computation"},{"key":"ref15","article-title":"Fuzzy self-tuning PSO: A settings-free algorithm for global optimization","author":"nobile","year":"2017","journal-title":"Swarm Evol Comput"},{"key":"ref16","first-page":"24","article-title":"Reaction-based models of biochemical networks","volume":"9709","author":"besozzi","year":"2016","journal-title":"Pursuit of the Universal Proc 12th Conf Computability in Europe CiE 2016 ser LNCS"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1186\/1752-0509-7-24"},{"key":"ref18","doi-asserted-by":"crossref","DOI":"10.1186\/1687-4153-2012-10","article-title":"The role of feedback control mechanisms on the establishment of oscillatory regimes in the Ras\/cAMP\/PKA pathway in S. cerevisiae","volume":"2012","author":"besozzi","year":"2012","journal-title":"EURASIP J Bioinform Syst Biol"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/863298"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-32494-1_4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1137\/0606040"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-014-1208-8"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1101\/gr.1262503"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1993.1.1.1"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2011.08.003"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1021\/bp970015+"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1995.488968"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1186\/1752-0509-3-5","article-title":"Modeling metabolic networks in C. glutamicum: a comparison of rate laws in combination with various parameter optimization strategies","volume":"3","author":"dr\u00e4ger","year":"2009","journal-title":"BMC Syst Biol"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/metabo4041034"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2010.2059031"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"1662","DOI":"10.1126\/science.1069492","article-title":"Systems biology: a brief overview","volume":"295","author":"kitano","year":"2002","journal-title":"Science"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-12-252"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s11047-010-9216-y"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.biotechadv.2011.06.014"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.08.030"},{"key":"ref24","first-page":"870","article-title":"Graphics processing units in bioinformatics, computational biology and systems biology","volume":"18","author":"nobile","year":"2017","journal-title":"Brief Bioinform"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btv363"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1109\/MCS.2009.932926","article-title":"Modeling and analysis of mass-action kinetics","volume":"29","author":"chellaboina","year":"2009","journal-title":"IEEE Control Syst"},{"key":"ref26","first-page":"1","article-title":"The impact of particles initialization in PSO: parameter estimation as a case in point","author":"cazzaniga","year":"2015","journal-title":"Conf Comput Intell Bioinforma Comput Biol"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-010-0642-7"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/kin.20369"}],"event":{"name":"2018 IEEE Congress on Evolutionary Computation (CEC)","location":"Rio de Janeiro, Brazil","start":{"date-parts":[[2018,7,8]]},"end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8466244\/8477640\/08477873.pdf?arnumber=8477873","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,23]],"date-time":"2023-02-23T22:47:23Z","timestamp":1677192443000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8477873\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/cec.2018.8477873","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}