
{"id":48,"date":"2019-08-30T13:43:44","date_gmt":"2019-08-30T17:43:44","guid":{"rendered":"http:\/\/pages.charlotte.edu\/bradfor7\/?page_id=48"},"modified":"2021-12-17T12:27:28","modified_gmt":"2021-12-17T17:27:28","slug":"publications","status":"publish","type":"page","link":"https:\/\/pages.charlotte.edu\/bradfor7\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Peer Reviewed Papers<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">2022<\/h3>\n\n\n\n<p>&#8220;High Resolution Conflict Forecasting with Spatial Convolutions and Long Short-Term Memory&#8221;<br><em>International Interactions<\/em><br>Forthcoming.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2021<\/h3>\n\n\n\n<p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/2105.11260\">Few-Shot Upsampling for Protest Size Detection<\/a>&#8220;<br><em>Findings of ACL-ICJNLP 2021<\/em>.<br>with <a href=\"https:\/\/andrewhalterman.com\/\">Andrew Halterman<\/a>.<\/p>\n\n\n\n<p>&#8220;Regressing Location on Text for Probabilistic Geocoding&#8221;<br><em>Proceedings of the CASE Workshop at ACL-IJCNLP 2021.<\/em><\/p>\n\n\n\n<p>&#8220;CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models&#8221;<br><em>Proceedings of the CASE Workshop at ACL-IJCNLP 2021<\/em>.<\/p>\n\n\n\n<p>&#8220;<a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/full\/10.1002\/wmh3.435\">Death by political party: The relationship between COVID-19 deaths and political party affiliation in the United States<\/a>&#8221; <br><em>World Medical &amp; Health Policy<\/em>. <a href=\"https:\/\/doi.org\/10.1002\/wmh3.435\">https:\/\/doi.org\/10.1002\/wmh3.435<\/a>.<br>with <a href=\"https:\/\/publicpolicy.uncc.edu\/directory\/jingjing-gao\">Jingjing Gao<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2020<\/h3>\n\n\n\n<p>&#8220;<a href=\"https:\/\/www.aclweb.org\/anthology\/2020.aespen-1.7\/\">Seeing the Forest and the Trees: Detection and Cross-Document Coreference Resolution of Militarized Interstate Disputes<\/a>&#8220;<br><em>Proceedings of the Workshop on Automated Extraction of Socio-political Events from News 2020<\/em>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2019<\/h3>\n\n\n\n<p> &#8220;<a href=\"http:\/\/ceur-ws.org\/Vol-2380\/paper_69.pdf\">Multitask Models for Supervised Protest Detection in Texts<\/a>&#8220;<br><em>CLEF 2019 Working Notes.<\/em><\/p>\n\n\n\n<p>&#8220;<a href=\"https:\/\/www.cambridge.org\/core\/journals\/political-science-research-and-methods\/article\/automated-dictionary-generation-for-political-eventcoding\/D89165E7FE7F9BE796DB9EDACFE4B8DB\">Automated Dictionary Generation for Political Event Coding<\/a>&#8220;<br><em>Political Science Research and Methods<\/em>. <a href=\"https:\/\/benradford.github.io\/images\/publications\/radford_adg.pdf\">Pre-publication PDF<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2016<\/h3>\n\n\n\n<p>&#8220;<a href=\"https:\/\/journals.sagepub.com\/doi\/abs\/10.1177\/0022002716639100\">Enemy at the Gates: Variation in Economic Growth from Civil Conflict<\/a>&#8221; <br><em>Journal of Conflict Resolution:&nbsp;<\/em>61(10):2105-2129. <a href=\"https:\/\/benradford.github.io\/images\/publications\/minhasradford.pdf\">Pre-publication PDF<\/a>.<br>with <a href=\"https:\/\/s7minhas.com\/\">Shahryar Minhas<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Software<\/h2>\n\n\n\n<p><a href=\"https:\/\/cran.r-project.org\/web\/packages\/mmtsne\/mmtsne.pdf\">mmtsne<\/a>: an R package for multiple maps t-distributed stochastic neighbor embedding.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Technical Papers<\/h2>\n\n\n\n<p>&#8220;Network Traffic Anomaly Detection Using Recurrent Neural Networks&#8221;<br><em>Proceedings of the 2017 MSS National Symposium on Sensor &amp; Data Fusion<\/em><br><a href=\"https:\/\/arxiv.org\/abs\/1803.10769\">Available at arXiv:1803.10769<\/a>. <br>with Leonardo Apolonio, Antonio Trias, and Jim A. Simpson. <\/p>\n\n\n\n<p>&#8220;Anomaly Detection in Cyber Network Data Using a Cyber Language Approach&#8221;<br><em>2018 ASA Symposium on Data Science and Statistics<\/em>. <br><a href=\"https:\/\/arxiv.org\/abs\/1808.10742\">Available at arXiv:1808.10742<\/a>.<br>with Bartley D. Richardson, Shawn E. Davis, Keegan Hines, and David Pekarek.<\/p>\n\n\n\n<p>&#8220;Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic&#8221;<br><em>2018 ASA Symposium on Data Science and Statistics<\/em>. <br><a href=\"https:\/\/arxiv.org\/abs\/1805.03735\">Available at arXiv:1805.03735<\/a>.<br>with Bartley D. Richardson and Shawn E. Davis.<\/p>\n\n\n\n<p>&#8220;Small-scale prediction of IEDs in Afghanistan using split-population duration regression&#8221;<br>Submitted to the Office of Naval Research.<br>with Andreas Beger and Michael D. Ward.<\/p>\n\n\n\n<p>&#8220;Comparing GDELT and ICEWS Event Data&#8221;<br>Published online; <a href=\"https:\/\/www.researchgate.net\/publication\/303211430_Comparing_GDELT_and_ICEWS_event_data\">available at Research Gate<\/a>.<br>with Michael D. Ward, Andreas Beger, Josh Cutler, Matthew Dickenson, and Cassy Dorff.<\/p>\n\n\n\n<p>&#8220;The Evolution of US Policy towards Iran\u2019s Nuclear Program: Lessons for the Obama Administration&#8221;<br><em>UNC Asheville Journal of Undergraduate Research.<\/em><\/p>\n\n\n\n<p>&#8220;Iran Likely to Take Accusatory Stance at CWC Review Conference&#8221;<br><em>WMD Insights&nbsp;<\/em>(April): 39-43.<\/p>\n\n\n\n<p>&#8220;Summary of Recent United Nations Security Council, European Union, and United States Sanctions Against Iran&#8221;<br><em>WMD Insights&nbsp;<\/em>(April): 44-50.<br>with Leonard Spector.<\/p>\n\n\n\n<p>&#8220;Algeria, Emirates Plan Nonproliferation-Friendly Nuclear Programs; Egypt Keeps Fuel Cycle Options Open, Rejects Expanded IAEA Monitoring&#8221;<br><em>WMD Insights&nbsp;<\/em>(June): 2-7.<br>with Leonard Spector.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Peer Reviewed Papers 2022 &#8220;High Resolution Conflict Forecasting with Spatial Convolutions and Long Short-Term Memory&#8221;International InteractionsForthcoming. 2021 &#8220;Few-Shot Upsampling for Protest Size Detection&#8220;Findings of ACL-ICJNLP 2021.with Andrew Halterman. &#8220;Regressing Location on Text for Probabilistic Geocoding&#8221;Proceedings of the CASE Workshop at ACL-IJCNLP 2021. &#8220;CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models&#8221;Proceedings [&hellip;]<\/p>\n","protected":false},"author":3113,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-48","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pages.charlotte.edu\/bradfor7\/wp-json\/wp\/v2\/pages\/48","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pages.charlotte.edu\/bradfor7\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pages.charlotte.edu\/bradfor7\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pages.charlotte.edu\/bradfor7\/wp-json\/wp\/v2\/users\/3113"}],"replies":[{"embeddable":true,"href":"https:\/\/pages.charlotte.edu\/bradfor7\/wp-json\/wp\/v2\/comments?post=48"}],"version-history":[{"count":12,"href":"https:\/\/pages.charlotte.edu\/bradfor7\/wp-json\/wp\/v2\/pages\/48\/revisions"}],"predecessor-version":[{"id":95,"href":"https:\/\/pages.charlotte.edu\/bradfor7\/wp-json\/wp\/v2\/pages\/48\/revisions\/95"}],"wp:attachment":[{"href":"https:\/\/pages.charlotte.edu\/bradfor7\/wp-json\/wp\/v2\/media?parent=48"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}