{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T04:11:40Z","timestamp":1747973500628,"version":"3.28.0"},"reference-count":20,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,11]]},"DOI":"10.1109\/latincom.2016.7811562","type":"proceedings-article","created":{"date-parts":[[2017,1,16]],"date-time":"2017-01-16T23:03:30Z","timestamp":1484607810000},"page":"1-6","source":"Crossref","is-referenced-by-count":7,"title":["Citizen security using machine learning algorithms through open data"],"prefix":"10.1109","author":[{"given":"Gusseppe Bravo","family":"Rocca","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"Castillo-Cara","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raul Arias","family":"Levano","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Javier Villegas","family":"Herrera","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luis","family":"Orozco-Barbosa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2016.05.002"},{"key":"ref11","article-title":"Mastering Machine Learning with scikit-learn","author":"hackeling","year":"2012","journal-title":"Apply effective learning algorithms to real-world problems using scikit-learn"},{"journal-title":"Municipalidad de San Isidro Open Goverment - Datos Abiertos","year":"2016","key":"ref12"},{"journal-title":"Sustainable development of communities - Indicators for city services and quality of life","year":"2014","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/00220670209598786"},{"key":"ref15","first-page":"252","author":"shai","year":"2014","journal-title":"Understanding Machine Learning From Theory to Algorithms"},{"key":"ref16","first-page":"2","author":"mitchell","year":"1997","journal-title":"Machine Learning"},{"key":"ref17","first-page":"379410","volume":"8","author":"austin","year":"1992","journal-title":"Logistic regression for research in higher education"},{"key":"ref18","first-page":"56","article-title":"Python Machine Learning","author":"raschka","year":"2016","journal-title":"Unlock deeper insights into machine learning with this vital guide to cutting-edge predictive analytics"},{"key":"ref19","first-page":"720","volume":"2","author":"beygelzimer","year":"2005","journal-title":"Weighted one-against-all In Proceedings of the 20th national conference on Artificial intelligence"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/02723638.2016.1139876"},{"key":"ref3","first-page":"2326","article-title":"A Tale of Open Data Innovations in Five Smart Cities. System Sciences (HICSS)","author":"ojo","year":"2015","journal-title":"2015 48th Hawaii International Conference"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1186\/s13174-015-0041-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/PIC.2015.7489874"},{"key":"ref8","article-title":"Generación de Rutas de Viaje con Base a un Sistema de Infor-mación Geográfico","volume":"2","author":"p\u00e9rez","year":"2004","journal-title":"IEEE Latin America Transactions"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1109\/TPAMI.2011.108","article-title":"Machine Learning for the New York City Power Grid","volume":"34","author":"cynthia","year":"2012","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2015.12.023"},{"key":"ref1","article-title":"La Tercera Revolución Industrial: Cómo el poder lateral está transformando la energía, la economía y el mundo","author":"rifkin","year":"2011","journal-title":"Colección Estado Y Sociedad"},{"key":"ref9","first-page":"2","article-title":"Internet of Things, Linked Data, and Citizen Participation as Enablers of Smarter Cities","volume":"2016","author":"l\u00f3pez-de-ipi\u00f1a","year":"2016","journal-title":"International Journal of Distributed Sensor Networks"},{"key":"ref20","first-page":"2825","article-title":"Scikit-learn: Machine Learning in Python","volume":"12","year":"2011","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2016 8th IEEE Latin-American Conference on Communications (LATINCOM)","start":{"date-parts":[[2016,11,15]]},"location":"Medellin, Colombia","end":{"date-parts":[[2016,11,17]]}},"container-title":["2016 8th IEEE Latin-American Conference on Communications (LATINCOM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7799493\/7811551\/07811562.pdf?arnumber=7811562","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,25]],"date-time":"2017-06-25T04:23:07Z","timestamp":1498364587000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7811562\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,11]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/latincom.2016.7811562","relation":{},"subject":[],"published":{"date-parts":[[2016,11]]}}}