{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T12:34:34Z","timestamp":1725798874428},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,11,1]],"date-time":"2020-11-01T00:00:00Z","timestamp":1604188800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,11,1]],"date-time":"2020-11-01T00:00:00Z","timestamp":1604188800000},"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":[[2020,11,1]]},"DOI":"10.1109\/ieeeconf51394.2020.9443423","type":"proceedings-article","created":{"date-parts":[[2021,6,4]],"date-time":"2021-06-04T01:32:35Z","timestamp":1622770355000},"page":"200-204","source":"Crossref","is-referenced-by-count":3,"title":["A Deep Learning-Aided Approach to Portfolio Design for Financial Index Tracking"],"prefix":"10.1109","author":[{"given":"Zepeng","family":"Zhang","sequence":"first","affiliation":[{"name":"ShanghaiTech University,School of Information Science and Technology,Shanghai,China,201210"}]},{"given":"Ziping","family":"Zhao","sequence":"additional","affiliation":[{"name":"ShanghaiTech University,School of Information Science and Technology,Shanghai,China,201210"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1287\/opre.14.4.699"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v30i1.10080","article-title":"Learning to branch in mixed integer programming","author":"khalil","year":"2016","journal-title":"30th AAAI Conference on Artificial Intelligence"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.2016.0723"},{"article-title":"Reinforcement learning for integer programming: Learning to cut","year":"2019","author":"tang","key":"ref13"},{"article-title":"Machine learning for combinatorial optimization: a methodological tour d’horizon","year":"2018","author":"bengio","key":"ref14"},{"key":"ref15","first-page":"3844","article-title":"Convolutional neural networks on graphs with fast localized spectral filtering","author":"defferrard","year":"2016","journal-title":"Advances in neural information processing systems"},{"article-title":"Semi-supervised classification with graph convolutional networks","year":"2016","author":"kipf","key":"ref16"},{"article-title":"Graph attention networks","year":"2017","author":"veli?kovi?","key":"ref17"},{"article-title":"Spectral networks and locally connected networks on graphs","year":"2013","author":"bruna","key":"ref18"},{"article-title":"Optimal solution predictions for mixed integer programs","year":"2019","author":"ding","key":"ref19"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(02)00425-3"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3905\/jpm.2002.319830"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11081-009-9095-1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2008.03.015"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-008-0001-1"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38189-8_18"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1111\/0022-1082.00226"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1561\/2400000021"},{"article-title":"Gurobi optimizer reference manual","year":"2015","author":"gurobi optimization","key":"ref9"},{"key":"ref20","first-page":"15554","article-title":"Exact combinatorial optimization with graph convolutional neural networks","author":"gasse","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/1390334.1390453"},{"article-title":"Online learning for strong branching approximation in branch-and-bound","year":"2016","author":"marcos alvarez","key":"ref21"}],"event":{"name":"2020 54th Asilomar Conference on Signals, Systems, and Computers","start":{"date-parts":[[2020,11,1]]},"location":"Pacific Grove, CA, USA","end":{"date-parts":[[2020,11,4]]}},"container-title":["2020 54th Asilomar Conference on Signals, Systems, and Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9443248\/9443268\/09443423.pdf?arnumber=9443423","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,29]],"date-time":"2022-12-29T19:04:20Z","timestamp":1672340660000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9443423\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,11,1]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/ieeeconf51394.2020.9443423","relation":{},"subject":[],"published":{"date-parts":[[2020,11,1]]}}}