{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T04:51:34Z","timestamp":1768279894951,"version":"3.49.0"},"reference-count":32,"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\/ijcnn48605.2020.9207558","type":"proceedings-article","created":{"date-parts":[[2020,9,29]],"date-time":"2020-09-29T20:40:33Z","timestamp":1601412033000},"page":"1-7","source":"Crossref","is-referenced-by-count":4,"title":["A Classification Surrogate Model based Evolutionary Algorithm for Neural Network Structure Learning"],"prefix":"10.1109","author":[{"given":"Wenyue","family":"Hu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aimin","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guixu","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","article-title":"MONAS: Multi-objective neural architecture search using reinforcement learning","volume":"abs 1806 10332","author":"hsu","year":"2018","journal-title":"Computing Research Repository"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3071178.3071229"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014780"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2015.7257247"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00140"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8852417"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489196"},{"key":"ref15","first-page":"1106","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Neural Information Processing Systems Conference"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"ref18","first-page":"4278","article-title":"Inception-v4, Inception-ResNet and the impact of residual connections on learning","author":"szegedy","year":"2017","journal-title":"Association for the Advancement of Artificial Intelligence"},{"key":"ref19","article-title":"Designing neural network architectures using reinforcement learning","author":"baker","year":"2017","journal-title":"International Conference on Learning Representations"},{"key":"ref28","article-title":"Wide residual networks","author":"zagoruyko","year":"2016","journal-title":"British Machine Vision Conference"},{"key":"ref4","first-page":"1","article-title":"Neural architecture search: A survey","volume":"20","author":"elsken","year":"2019","journal-title":"Journal of Machine Learning Research"},{"key":"ref27","article-title":"SGDR: Stochastic gradient descent with warm restarts","author":"loshchilov","year":"2017","journal-title":"International Conference on Learning Representations"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25566-3_40"},{"key":"ref6","article-title":"Efficient multi-objective neural architecture search via lamarckian evolution","author":"elsken","year":"2019","journal-title":"International Conference on Learning Representations"},{"key":"ref29","first-page":"4092","article-title":"Efficient neural architecture search via parameter sharing","author":"pham","year":"2018","journal-title":"International Conference on Machine Learning vol 80 of Proceedings of Machine Learning Research"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00907"},{"key":"ref8","article-title":"DARTS: differentiable architecture search","author":"liu","year":"2019","journal-title":"International Conference on Learning Representations"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.154"},{"key":"ref2","article-title":"Gaussian processes for machine learning","author":"rasmussen","year":"2006","journal-title":"Adaptive Computation and Machine Learning"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/S0003-2670(01)95359-0"},{"key":"ref1","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":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00257"},{"key":"ref22","first-page":"2902","article-title":"Large-scale evolution of image classifiers","author":"real","year":"2017","journal-title":"International Conference on Machine Learning vol 70 of Proceedings of Machine Learning Research"},{"key":"ref21","article-title":"Neural architecture search with reinforcement learning","author":"zoph","year":"2017","journal-title":"International Conference on Learning Representations"},{"key":"ref24","first-page":"1","article-title":"NEMO: Neuro-evolution with multiobjective optimization of deep neural network for speed and accuracy","volume":"1","author":"kim","year":"2017","journal-title":"Journal of Machine Learning Research Workshop and Conference Proceedings"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45356-3_83"},{"key":"ref26","article-title":"PPP-Net: Platform-aware progressive search for pareto-optimal neural architectures","author":"dong","year":"2018","journal-title":"International Conference on Learning Representations"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3321707.3321729"}],"event":{"name":"2020 International Joint Conference on Neural Networks (IJCNN)","location":"Glasgow, United Kingdom","start":{"date-parts":[[2020,7,19]]},"end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9200848\/9206590\/09207558.pdf?arnumber=9207558","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T17:58:05Z","timestamp":1656439085000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9207558\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/ijcnn48605.2020.9207558","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}