{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,18]],"date-time":"2025-01-18T05:08:11Z","timestamp":1737176891809,"version":"3.33.0"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"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":[[2024,12,15]]},"DOI":"10.1109\/bigdata62323.2024.10825901","type":"proceedings-article","created":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T18:31:23Z","timestamp":1737052283000},"page":"2958-2966","source":"Crossref","is-referenced-by-count":0,"title":["Discovering Localized Drivers of Unrest Events using Clustering and XGBoost"],"prefix":"10.1109","author":[{"given":"Dalton J","family":"Hazelwood","sequence":"first","affiliation":[{"name":"The Citadel,Cyber & Computer Sciences,Charleston,SC,USA"}]},{"given":"Deepti","family":"Joshi","sequence":"additional","affiliation":[{"name":"The Citadel,Cyber & Computer Sciences,Charleston,SC,USA"}]},{"given":"Ashok","family":"Samal","sequence":"additional","affiliation":[{"name":"University of Nebraska,School of Computing,Lincoln,NE,USA"}]},{"given":"Leen-Kiat","family":"Soh","sequence":"additional","affiliation":[{"name":"University of Nebraska,School of Computing,Lincoln,NE,USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1177\/0022343310378914"},{"issue":"2","key":"ref2","article-title":"Social Unrest: A Systemic Risk Perspective","volume":"2","author":"Schroter","year":"2014","journal-title":"GRF Davos Planet@Risk"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1515\/opis-2022-0141"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1787\/9789264173460-en"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/8180272"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.1910031"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5089\/9798400257384.001"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1017\/S0007123420000873"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1177\/0022343320975091"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1177\/0022002715576574"},{"key":"ref11","article-title":"Syria: Climate change, drought and social unrest","author":"Werrell","year":"2012","journal-title":"Center for Climate and Security"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1177\/0022343320966783"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/13600826.2022.2040444"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.polgeo.2021.102357"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1177\/0738894210388122"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s44260-024-00001-3"},{"key":"ref17","article-title":"Forecasting social unrest: A machine learning approach","author":"Redl","year":"2021","journal-title":"IMF Working Paper No. 2021\/263"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/19392206.2019.1599641"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-96133-0_8"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3587463"},{"issue":"4","key":"ref21","first-page":"1","article-title":"Gdelt: Global data on events, location, and tone, 1979\u20132012","volume":"2","author":"Leetaru","year":"2013","journal-title":"ISA Annual Convention"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-2486.2009.00914.x"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/tit.1982.1056489"},{"volume-title":"Numerical taxonomy: The principles and practice of numerical classification","year":"1973","author":"Sneath","key":"ref24"},{"key":"ref25","first-page":"226","article-title":"A density-based algorithm for discovering clusters in large spatial databases with noise","volume-title":"Proceedings of the 2nd International Conference on Knowledge Discovery and Data Mining (KDD)","author":"Ester"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3321\/j.issn:0529-6579.2007.z1.029"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5121\/ijdms.2019.11101"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1538\/1\/012024"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10614-021-10227-1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1515\/9781400881970-018"},{"article-title":"Consistent individualized feature attribution for tree ensembles","year":"2018","author":"Lundberg","key":"ref32"},{"article-title":"Home","volume-title":"Fraym","year":"2022","key":"ref33"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.7125\/apan.35.7"},{"journal-title":"[38] downscaled with WorldClim 2.1 (Fick and Hijmans, 2017) [39]","year":"2020","key":"ref35"},{"year":"2018","key":"ref36","article-title":"Global High Resolution Population Denominators Project"},{"issue":"11","key":"ref37","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der Maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/joc.5086"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-020-0453-3"}],"event":{"name":"2024 IEEE International Conference on Big Data (BigData)","start":{"date-parts":[[2024,12,15]]},"location":"Washington, DC, USA","end":{"date-parts":[[2024,12,18]]}},"container-title":["2024 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10824975\/10824942\/10825901.pdf?arnumber=10825901","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,17]],"date-time":"2025-01-17T08:15:12Z","timestamp":1737101712000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10825901\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,15]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/bigdata62323.2024.10825901","relation":{},"subject":[],"published":{"date-parts":[[2024,12,15]]}}}