{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:14:11Z","timestamp":1730200451565,"version":"3.28.0"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"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":[[2020,12,10]]},"DOI":"10.1109\/bigdata50022.2020.9378297","type":"proceedings-article","created":{"date-parts":[[2021,3,19]],"date-time":"2021-03-19T21:10:21Z","timestamp":1616188221000},"page":"3237-3245","source":"Crossref","is-referenced-by-count":2,"title":["Analyzing Effectiveness of Gang Interventions using Koopman Operator Theory"],"prefix":"10.1109","author":[{"given":"Sian","family":"Wen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andy","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tanishq","family":"Bhatia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicholas","family":"Liskij","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Hyde","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrea L.","family":"Bertozzi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P. Jeffrey","family":"Brantingham","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1111\/1745-9133.12195"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1111\/1745-9133.12353"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.avb.2014.09.011"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s00162-017-0432-2"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s00348-011-1235-7"},{"key":"ref30","first-page":"5689","article-title":"GAIN: Missing data imputation using generative adversarial nets","author":"yoon","year":"2018","journal-title":"International Conference on Machine Learning"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1177\/0093854820932959"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1525\/fsr.2015.27.4.216"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/15388220903153496"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.childyouth.2015.02.012"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1017\/S0022112009992059"},{"key":"ref11","article-title":"Forecasting sequential data using consistent Koopman autoencoders","author":"azencot","year":"2020","journal-title":"Proceedings of the 37th International Conference on Machine Learning"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1017\/S0022112010001217"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"391","DOI":"10.3934\/jcd.2014.1.391","article-title":"On dynamic mode decomposition: Theory and applications","volume":"1","author":"tu","year":"2014","journal-title":"Journal of Computational Dynamics"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00162-010-0203-9"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974508"},{"key":"ref16","first-page":"1130","article-title":"Learning Koopman invariant subspaces for dynamic mode decomposition","author":"takeishi","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-07210-0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/18M1177846"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1137\/15M1023543"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.4324\/9780203642597"},{"journal-title":"Reducing youth gang violence The little village gang project in Chicago","year":"2007","author":"spergel","key":"ref4"},{"key":"ref27","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"demsar","year":"2006","journal-title":"Journal of Machine Learning Research"},{"key":"ref3","article-title":"Findings from the evaluation of OJJDP&#x2019;s Gang Reduction Program","author":"cahill","year":"2010","journal-title":"Office of Juvenile Justice and Delinquency Prevention Juvenile Justice Bulletin"},{"key":"ref6","article-title":"The Los Angeles Mayor&#x2019;s Office of Gang Reduction and Youth Development comprehensive strategy","author":"tremblay","year":"2020","journal-title":"GRYD Research Brief"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1994.10476768"},{"article-title":"Gang problems and gang programs in a national sample of schools","year":"2001","author":"gottfredson","key":"ref5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.17.5.315"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.18.3.255"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcrimjus.2010.04.047"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"47510","DOI":"10.1063\/1.4772195","article-title":"Applied koopmanism","volume":"22","author":"budi\u0161i?","year":"2012","journal-title":"Chaos An Interdisciplinary Journal of Nonlinear Science"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1177\/0011128796042002009"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-018-0757-z"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1137\/18M1233960"},{"key":"ref24","first-page":"723","article-title":"A kernel two-sample test","volume":"13","author":"gretton","year":"2012","journal-title":"Journal of Machine Learning Research"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1137\/15M1013857"},{"key":"ref26","article-title":"Decoupled weight decay regularization","author":"loshchilov","year":"2019","journal-title":"ICLR 2019"},{"article-title":"How to generate random matrices from the classical compact groups","year":"2007","author":"mezzadri","key":"ref25"}],"event":{"name":"2020 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2020,12,10]]},"location":"Atlanta, GA, USA","end":{"date-parts":[[2020,12,13]]}},"container-title":["2020 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9377717\/9377728\/09378297.pdf?arnumber=9378297","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T15:45:04Z","timestamp":1656344704000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9378297\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,10]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/bigdata50022.2020.9378297","relation":{},"subject":[],"published":{"date-parts":[[2020,12,10]]}}}