{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T12:30:45Z","timestamp":1730205045201,"version":"3.28.0"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"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":[[2020,7]]},"DOI":"10.1109\/cec48606.2020.9185914","type":"proceedings-article","created":{"date-parts":[[2020,9,3]],"date-time":"2020-09-03T23:34:48Z","timestamp":1599176088000},"page":"1-8","source":"Crossref","is-referenced-by-count":3,"title":["Statistically-driven Coral Reef metaheuristic for automatic hyperparameter setting and architecture design of Convolutional Neural Networks"],"prefix":"10.1109","author":[{"given":"Alejandro","family":"Martin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raul","family":"Lara-Cabrera","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Victor Manuel","family":"Vargas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pedro Antonio","family":"Gutierrez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cesar","family":"Hervas-Martinez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Camacho","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","first-page":"751","article-title":"The coral reefs optimization algorithm: an efficient meta-heuristic for solving hard optimization problems","author":"salcedo-sanz","year":"2013","journal-title":"Proceedings of the 15th International Conference on Applied Stochastic Models and Data Analysis (ASMDA2013)"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1016\/j.jpdc.2017.09.006","article-title":"EvoDeep: A new evolutionary approach for automatic deep neural networks parametrisation","volume":"117","author":"mart\u00edn","year":"2018","journal-title":"Journal of Parallel and Distributed Computing"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(03)00369-2"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/72.572107"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/bimj.4710390605"},{"key":"ref36","first-page":"279","article-title":"Robust tests for equality of variances","author":"levene","year":"1961","journal-title":"Contributions to Probability and Statistics Essays in Honor of Harold Hotelling"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/739768"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.11.037"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/BF02478259"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/0005-1098(92)90053-I"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/5326.897072"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1006\/cviu.2001.0921"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-010-0362-z"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.003"},{"key":"ref17","first-page":"265","article-title":"Tensorflow: a system for largescale machine learning","volume":"16","author":"abadi","year":"2016","journal-title":"OSDI"},{"journal-title":"PyTorch","year":"2017","author":"paszke","key":"ref18"},{"key":"ref19","article-title":"Very deep convolutional networks for large-scale image recognition","volume":"abs 1409 1556","author":"simonyan","year":"2014","journal-title":"CoRR"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2002.804317"},{"key":"ref4","article-title":"Population based training of neural networks","author":"jaderberg","year":"2017","journal-title":"arXiv preprint arXiv 1711 09086"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.1991.155366"},{"key":"ref3","first-page":"58","article-title":"Towards automatically-tuned neural networks","author":"mendoza","year":"2016","journal-title":"Proceedings of the Workshop on Automatic Machine Learning"},{"key":"ref6","first-page":"i?115","article-title":"Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures","author":"bergstra","year":"2013","journal-title":"Proceedings of the 30th International Conference on International Conference on Machine Learning - Volume 28 ser ICML’13"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.06.017"},{"key":"ref5","first-page":"281","article-title":"Random search for hyper-parameter optimization","volume":"13","author":"bergstra","year":"2012","journal-title":"Journal of Machine Learning Research"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1142\/S1469026818500086"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0188746"},{"key":"ref2","article-title":"Cma-es for hyperparameter optimization of deep neural networks","author":"loshchilov","year":"2016","journal-title":"arXiv preprint arXiv 1604 07269"},{"key":"ref9","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv preprint arXiv 1409 1556"},{"key":"ref1","first-page":"2546","article-title":"Algorithms for hyper-parameter optimization","author":"bergstra","year":"2011","journal-title":"Advances in Neural Information Processing Systems 24"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref22","first-page":"1","article-title":"Deep audio-visual speech recognition","author":"afouras","year":"2018","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966039"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8461870"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TST.2016.7399288"},{"key":"ref26","first-page":"2331","article-title":"Learning neural network weights using genetic algorithms-improving performance by search-space reduction","author":"srinivas","year":"1991","journal-title":"Neural Networks 1991 1991 IEEE International Joint Conference on"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/5.784219"}],"event":{"name":"2020 IEEE Congress on Evolutionary Computation (CEC)","start":{"date-parts":[[2020,7,19]]},"location":"Glasgow, United Kingdom","end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9178820\/9185488\/09185914.pdf?arnumber=9185914","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T15:57:02Z","timestamp":1656345422000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9185914\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/cec48606.2020.9185914","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}