{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,6]],"date-time":"2025-07-06T23:40:05Z","timestamp":1751845205782,"version":"3.41.0"},"reference-count":43,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.23919\/icif.2018.8455458","type":"proceedings-article","created":{"date-parts":[[2018,9,6]],"date-time":"2018-09-06T22:47:48Z","timestamp":1536274068000},"page":"1-8","source":"Crossref","is-referenced-by-count":4,"title":["Learning and Reasoning in Complex Coalition Information Environments: A Critical Analysis"],"prefix":"10.23919","author":[{"given":"Federico","family":"Cerutti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Moustafa","family":"Alzantot","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianwei","family":"Xing","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"Harborne","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jonathan Z.","family":"Bakdash","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dave","family":"Braines","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Supriyo","family":"Chakraborty","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lance","family":"Kaplan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Angelika","family":"Kimmig","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alun","family":"Preece","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ramya","family":"Raghavendra","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Murat","family":"Sensoy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mani","family":"Srivastava","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"journal-title":"Reflection and Semantics in a Procedural Language","year":"1982","author":"smith","key":"ref39"},{"journal-title":"The Signal and the Noise Why so Many Predictions Fail-but Some Don't","year":"2012","author":"silver","key":"ref38"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-5833-1"},{"key":"ref32","first-page":"91","article-title":"Faster r-cnn: Towards real-time object detection with region proposal networks","author":"ren","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/UIC-ATC.2017.8397426"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"354","DOI":"10.1038\/nature24270","article-title":"Mastering the game of Go without human knowledge","volume":"550","author":"silver","year":"2017","journal-title":"Nature"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1995.1013"},{"key":"ref35","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4298.003.0069","article-title":"A statistical learning method for logic programs with distribution semantics","author":"sato","year":"1995","journal-title":"Proceedings of the 12th International Conference on Logic Programming (ICLP-95)"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"ref10","first-page":"1","article-title":"The Scored Society: Due Process for Automated Predictions","volume":"89","author":"citron","year":"2014","journal-title":"Washington Law Review"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1561\/2200000001","article-title":"Graphical models, exponential families, and variational inference","volume":"1","author":"wainwright","year":"2008","journal-title":"Foundations and Trends in Machine Learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2014.87"},{"key":"ref12","article-title":"Autonomous weapon systems under international humanitarian law","author":"davidson","year":"2018","journal-title":"occasional paper"},{"key":"ref13","first-page":"1835","article-title":"Inducing probabilistic relational rules from probabilistic examples","author":"de raedt","year":"2015","journal-title":"Proceedings of the 24th International Conference on Artificial Intelligence"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-015-5494-z"},{"key":"ref15","first-page":"2462","article-title":"ProbLog: A probabilistic Prolog and its application in link discovery","author":"de raedt","year":"2007","journal-title":"Proceedings of the 20th International Joint Conference on Artificial Intelligence"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v38i3.2756"},{"key":"ref17","first-page":"1","article-title":"Enhancing situational understanding through employment of unmanned aerial vehicle","author":"dostal","year":"2007","journal-title":"Army Transformation Taking Shape interim Brigade Combat Team Newsletter"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1017\/S1471068414000076"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"journal-title":"Machine Learning","year":"1997","author":"mitchell","key":"ref28"},{"key":"ref4","first-page":"3","article-title":"The new battlegrounds","year":"2018","journal-title":"The Economist Special report on the Future of War"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-934613-03-3.50033-7"},{"key":"ref3","first-page":"9","article-title":"Preparing for more urban warfare","year":"2018","journal-title":"The Economist Special report on the Future of War"},{"journal-title":"Extremely large minibatch sgd Training resnet-50 on imagenet in 15 minutes","year":"2017","author":"akiba","key":"ref6"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2017.10.031"},{"key":"ref5","first-page":"265","article-title":"Tensorfiow: A system for large-scale machine learning","volume":"16","author":"abadi","year":"2016","journal-title":"OSDI"},{"key":"ref8","article-title":"Human-in-the-loop situational understanding via subjective Bayesian networks","author":"braines","year":"2017","journal-title":"Proc of the 5th International Workshop on Graph Structures for Knowledge Representation and Reasoning"},{"key":"ref7","first-page":"993","article-title":"Latent dirichlet allocation","author":"blei","year":"2003","journal-title":"Journal of Machine Learning Research"},{"key":"ref2","first-page":"15","article-title":"Autonomous weapons are a game-changer","year":"2018","journal-title":"The Economist Special report on the Future of War"},{"key":"ref9","first-page":"1","article-title":"Deep learning for situational understanding","author":"chakraborty","year":"2017","journal-title":"Information Fusion (FUSION) 2017 20th International Conference on"},{"journal-title":"Joint Doctrine Publication 04 Understanding (JDP 04)","year":"2016","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.351"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1228"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICIF.2002.1020889"},{"key":"ref24","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1177\/154193121005400425"},{"journal-title":"Probabilistic Graphical Models Principles and Techniques","year":"2009","author":"koller","key":"ref23"},{"key":"ref26","first-page":"740","article-title":"Microsoft coco: Common objects in context","author":"lin","year":"2014","journal-title":"European Conference on Computer Vision"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2016.06.038"},{"key":"ref25","first-page":"20","author":"lecun","year":"2015","journal-title":"Lenet-5 convolutional neural networks"}],"event":{"name":"2018 International Conference on Information Fusion (FUSION)","start":{"date-parts":[[2018,7,10]]},"location":"Cambridge, United Kingdom","end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 21st International Conference on Information Fusion (FUSION)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8442112\/8454975\/08455458.pdf?arnumber=8455458","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,6]],"date-time":"2025-07-06T23:09:37Z","timestamp":1751843377000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8455458\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":43,"URL":"https:\/\/doi.org\/10.23919\/icif.2018.8455458","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}