{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T16:04:19Z","timestamp":1774541059677,"version":"3.50.1"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,6,1]],"date-time":"2024-06-01T00:00:00Z","timestamp":1717200000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"publisher","award":["62306341"],"award-info":[{"award-number":["62306341"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Evol. Computat."],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1109\/tevc.2024.3352239","type":"journal-article","created":{"date-parts":[[2024,1,10]],"date-time":"2024-01-10T19:56:30Z","timestamp":1704916590000},"page":"623-637","source":"Crossref","is-referenced-by-count":13,"title":["Enhancing Fitness Evaluation in Genetic Algorithm-Based Architecture Search for AI-Aided Financial Regulation"],"prefix":"10.1109","volume":"28","author":[{"given":"Jian","family":"Feng","sequence":"first","affiliation":[{"name":"China University of Political Science and Law, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yajie","family":"He","sequence":"additional","affiliation":[{"name":"China University of Political Science and Law, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-5130-239X","authenticated-orcid":false,"given":"Yuhan","family":"Pan","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1564-5800","authenticated-orcid":false,"given":"Zhipeng","family":"Zhou","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9047-3482","authenticated-orcid":false,"given":"Si","family":"Chen","sequence":"additional","affiliation":[{"name":"Simon Fraser University, Burnaby, BC, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2986-3956","authenticated-orcid":false,"given":"Wei","family":"Gong","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"issue":"2","key":"ref1","first-page":"110","article-title":"Financial regulation after the crisis: How did we get here, and how do we get out?","volume":"4","author":"Davis","year":"2012","journal-title":"J. Financ. Econ. Policy"},{"issue":"2","key":"ref2","first-page":"128","article-title":"Financial regulation in a changing world: Lessons from the recent crisis","volume":"2","author":"Claessens","year":"2010","journal-title":"J. Financ. Econ. Policy"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2307\/3003160"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3281347"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3511020"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOM50583.2021.9439117"},{"key":"ref7","article-title":"Planning-oriented autonomous driving","author":"Hu","year":"2022","journal-title":"arXiv:2212.10156"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.2997080"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i3.25380"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3326285.3329054"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2019.1800405"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.2977902"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/infocom48880.2022.9796782"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11709"},{"key":"ref15","article-title":"Practical network blocks design with Q-learning","author":"Zhong","year":"2017","journal-title":"arXiv:1708.05552"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1611.01578"},{"key":"ref17","article-title":"Darts: Differentiable architecture search","author":"Liu","year":"2018","journal-title":"arXiv:1806.09055"},{"key":"ref18","first-page":"1","article-title":"Stabilizing differentiable architecture search via perturbation-based regularization","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Chen"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01060"},{"key":"ref20","first-page":"2902","article-title":"Large-scale evolution of image classifiers","volume-title":"Proc. 34th Int. Conf. Mach. Learn.","author":"Real"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.154"},{"key":"ref22","article-title":"Hierarchical representations for efficient architecture search","author":"Liu","year":"2017","journal-title":"arXiv:1711.00436"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2019.2916183"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.2983860"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.48175\/ijarsct-7581"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCECE51280.2021.9342110"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2016.12.002"},{"issue":"19","key":"ref28","first-page":"8074","article-title":"Deep learning for predicting financial crises: A case study of asian economies","volume":"12","author":"Li","year":"2020","journal-title":"Sustainability"},{"key":"ref29","first-page":"283","article-title":"Predicting financial crises using long short-term memory neural networks","volume-title":"Proc. Conf. Artif. Life Robot. (ICAROB)","author":"Verbeek"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2919608"},{"key":"ref31","article-title":"On large-batch training for deep learning: Generalization gap and sharp minima","author":"Keskar","year":"2016","journal-title":"arXiv:1609.04836"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25075-0_34"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00341"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1181"},{"key":"ref35","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"arXiv:1706.03762"},{"key":"ref36","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2019","journal-title":"arXiv:1810.04805"},{"key":"ref37","first-page":"253","article-title":"A sensitivity analysis of (and practitioners\u2019 guide to) convolutional neural networks for sentence classification","volume-title":"Proc. 8th Int. Joint Conf. Nat. Lang. Process.","author":"Zhang"},{"key":"ref38","article-title":"Fantastic generalization measures and where to find them","author":"Jiang","year":"2019","journal-title":"arXiv:1912.02178"},{"key":"ref39","first-page":"24","article-title":"Finding multimodal solutions using restricted tournament selection","volume-title":"Proc. 6th Int. Conf. Genet. Algorithm","author":"Harik"},{"issue":"1","key":"ref40","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1023\/A:1025850513781","article-title":"An introduction to genetic algorithms","volume":"20","author":"Thede","year":"2004","journal-title":"J. Comput. Sci. Coll."},{"issue":"3","key":"ref41","first-page":"193","article-title":"Genetic algorithms, tournament selection, and the effects of noise","volume":"9","author":"Miller","year":"1995","journal-title":"Complex Systems"},{"key":"ref42","article-title":"Cail2018: A large-scale legal dataset for judgment prediction","author":"Xiao","year":"2018","journal-title":"arXiv:1807.02478"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/E17-2068"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/p17-1052"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-32498-4_1"},{"key":"ref46","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. 3rd Int. Conf. Learn. Represent. ICLR","author":"Kingma"},{"key":"ref47","article-title":"Albert: A lite bert for self-supervised learning of language representations","author":"Lan","year":"2019","journal-title":"arXiv:1909.11942"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6462"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3446776"},{"key":"ref50","first-page":"1","article-title":"A simple baseline for Bayesian uncertainty in deep learning","volume-title":"Proc. 33rd Int. Conf. Neural Inf. Process. Syst.","author":"Maddox"},{"key":"ref51","article-title":"BloombergGPT: A large language model for finance","author":"Wu","year":"2023","journal-title":"arXiv:2303.17564"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.4489826"},{"key":"ref53","article-title":"Robustness to augmentations as a generalization metric","author":"Aithal","year":"2021","journal-title":"arXiv:2101.06459"},{"key":"ref54","article-title":"Identifying generalization properties in neural networks","author":"Wang","year":"2018","journal-title":"arXiv:1809.07402"}],"container-title":["IEEE Transactions on Evolutionary Computation"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4235\/10542475\/10388040.pdf?arnumber=10388040","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,5]],"date-time":"2024-08-05T17:46:01Z","timestamp":1722879961000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10388040\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6]]},"references-count":54,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tevc.2024.3352239","relation":{},"ISSN":["1089-778X","1089-778X","1941-0026"],"issn-type":[{"value":"1089-778X","type":"print"},{"value":"1089-778X","type":"print"},{"value":"1941-0026","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,6]]}}}