{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T18:39:01Z","timestamp":1768415941261,"version":"3.49.0"},"reference-count":28,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,8]]},"DOI":"10.1109\/uic-atc.2017.8397586","type":"proceedings-article","created":{"date-parts":[[2018,6,28]],"date-time":"2018-06-28T22:34:27Z","timestamp":1530225267000},"page":"1-8","source":"Crossref","is-referenced-by-count":20,"title":["Feature engineering for crime hotspot detection"],"prefix":"10.1109","author":[{"given":"Julio","family":"Borges","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"Ziehr","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Beigl","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nelio","family":"Cacho","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Allan","family":"Martins","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon","family":"Sudrich","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Samuel","family":"Abt","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patrick","family":"Frey","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Timo","family":"Knapp","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michaela","family":"Etter","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Johannes","family":"Popp","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","author":"gardiner","year":"1979","journal-title":"Design for safe neighborhoods"},{"key":"ref11","author":"venerandi","year":"0","journal-title":"Guns of brixton which london neighborhoods host gang activity?"},{"key":"ref12","first-page":"1","article-title":"The shape of sustainable street networks for neighborhoods and cities","author":"garrick","year":"2009","journal-title":"Congress for New Urbanism"},{"key":"ref13","article-title":"The real picture of land-use density and crime: a gis application","author":"li","year":"2000","journal-title":"Proceedings of the 20nd annual ESRI International User Conference"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.udi.9000079"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1068\/b240125"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346926"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2011.56"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10940-010-9126-2"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.82"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1007\/978-3-319-13734-6_29","article-title":"Mining mobile phone data to investigate urban crime theories at scale","author":"traunmueller","year":"2014","journal-title":"International Conference on Social Informatics"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ISC2.2016.7580774"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/07418825.2010.486037"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/10630732.2011.601117"},{"key":"ref6","first-page":"1","article-title":"Improving public safety at fingertips: A smart city experience","year":"2016","journal-title":"2016 IEEE International Smart Cities Conference (ISC2)"},{"key":"ref5","first-page":"787","article-title":"ROTA: A smart city platform to improve public safety","year":"2016","journal-title":"New Advances in Information Systems and Technologies - Volume 1 [WorldCIST'16"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1108\/IJTC-12-2015-0030"},{"key":"ref7","first-page":"817","author":"cacho","year":"2016","journal-title":"Social Smart Destination A Platform to Analyze User Generated Content in Smart Tourism Destinations"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2633661.2633664"},{"key":"ref9","author":"jacobs","year":"1961","journal-title":"The Death and Life of Great American Cities"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2072069.2072100"},{"key":"ref20","volume":"110","author":"chen","year":"2004","journal-title":"Using random forest to learn imbalanced data"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1177\/073401689301800203"},{"key":"ref21","author":"breiman","year":"1984","journal-title":"Classification and Regression Trees"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1086\/229068"},{"key":"ref23","first-page":"171","article-title":"Crime as a social cost of poverty and inequality: a review focusing on developing countries","author":"sociales","year":"2001","journal-title":"Facets of Globalization"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.7249\/RR233"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1257\/000282804322970751"}],"event":{"name":"2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld\/SCALCOM\/UIC\/ATC\/CBDCom\/IOP\/SCI)","location":"San Francisco, CA","start":{"date-parts":[[2017,8,4]]},"end":{"date-parts":[[2017,8,8]]}},"container-title":["2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld\/SCALCOM\/UIC\/ATC\/CBDCom\/IOP\/SCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8386711\/8397387\/08397586.pdf?arnumber=8397586","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T14:27:47Z","timestamp":1643207267000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8397586\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/uic-atc.2017.8397586","relation":{},"subject":[],"published":{"date-parts":[[2017,8]]}}}