{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T14:45:47Z","timestamp":1770993947829,"version":"3.50.1"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100000038","name":"TELUS and Natural Sciences and Engineering Research Council (NSERC) Alliance","doi-asserted-by":"publisher","award":["576812"],"award-info":[{"award-number":["576812"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3390089","type":"journal-article","created":{"date-parts":[[2024,4,17]],"date-time":"2024-04-17T17:37:40Z","timestamp":1713375460000},"page":"56880-56909","source":"Crossref","is-referenced-by-count":6,"title":["Statistical and Machine Learning Models for Predicting Fire and Other Emergency Events in the City of Edmonton"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5497-3850","authenticated-orcid":false,"given":"Dilli Prasad","family":"Sharma","sequence":"first","affiliation":[{"name":"The Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nasim","family":"Beigi-Mohammadi","sequence":"additional","affiliation":[{"name":"The Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8072-9157","authenticated-orcid":false,"given":"Hongxiang","family":"Geng","sequence":"additional","affiliation":[{"name":"The Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dawn","family":"Dixon","sequence":"additional","affiliation":[{"name":"Fire Rescue Services, City of Edmonton, Edmonton, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rob","family":"Madro","sequence":"additional","affiliation":[{"name":"Fire Rescue Services, City of Edmonton, Edmonton, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Phil","family":"Emmenegger","sequence":"additional","affiliation":[{"name":"TELUS Communications Inc., Toronto, ON, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carlos","family":"Tobar","sequence":"additional","affiliation":[{"name":"TELUS Communications Inc., Toronto, ON, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeff","family":"Li","sequence":"additional","affiliation":[{"name":"TELUS Communications Inc., Toronto, ON, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9888-0389","authenticated-orcid":false,"given":"Alberto","family":"Leon-Garcia","sequence":"additional","affiliation":[{"name":"The Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"crossref","DOI":"10.1016\/j.aap.2021.106501","article-title":"A review of incident prediction, resource allocation, and dispatch models for emergency management","volume":"165","author":"Mukhopadhyay","year":"2022","journal-title":"Accident Anal. Prevention"},{"key":"ref2","article-title":"Artificial intelligence for emergency response","author":"Mukhopadhyay","year":"2023","journal-title":"arXiv:2306.10068"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939682"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219913"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2018.8569437"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219922"},{"key":"ref7","volume-title":"City of Edmontons Open Data Portal","year":"2022"},{"key":"ref8","volume-title":"Fire Response: Current and Historical","year":"2022"},{"key":"ref9","volume-title":"Planet Dump Retrieved From","year":"2017"},{"key":"ref10","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijdrr.2021.102412","article-title":"A systematic review of prediction methods for emergency management","volume":"62","author":"Huang","year":"2021","journal-title":"Int. J. Disaster Risk Reduction"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104165"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2018.10.015"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5480"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1111\/risa.13480"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.12.037"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.4261651"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106730"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1016\/j.psep.2021.08.039","article-title":"A POIs based method for determining spatial distribution of urban fire risk","volume":"154","author":"Wang","year":"2021","journal-title":"Process Saf. Environ. Protection"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1016\/j.crm.2021.100276","article-title":"Temperature-based fire frequency analysis using machine learning: A case of Changsha, China","volume":"31","author":"Xu","year":"2021","journal-title":"Climate Risk Manag."},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1088\/2515-7620\/acca6e"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/jsyst.2023.3337384"},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijdrr.2023.104224","article-title":"Development and validation of a soft voting-based model for urban fire risk prediction","volume":"101","author":"Huang","year":"2024","journal-title":"Int. J. Disaster Risk Reduction"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2023.3327077"},{"issue":"98-316-X2021001","key":"ref24","volume-title":"Census Profile. 2021 Census of Population","year":"2023"},{"key":"ref25","volume-title":"2016-Census-Dwelling-Unit-by-Structure-Type","year":"2019"},{"key":"ref26","volume-title":"2016 Census\u2014Dwelling Unit by Structure Type and Occupancy","year":"2019"},{"key":"ref27","volume-title":"2016 Census\u2014Population by Length of Residence (Neighbourhood\/Ward)","year":"2019"},{"key":"ref28","volume-title":"2016 Census - Population by Household Income (Neighbourhood\/Ward)","year":"2019"},{"key":"ref29","volume-title":"Population by Highest Educational Attainment (Neighbourhood\/Ward)","year":"2019"},{"key":"ref30","volume-title":"2016-Census-Population-by-Age-Range-Neighbourhood","year":"2019"},{"key":"ref31","volume-title":"Overpass API\/Overpass QL","year":"2022"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/116873.116880"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1198\/106186006X133933"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"issue":"118","key":"ref35","first-page":"3905","article-title":"Partykit: A modular toolkit for recursive partytioning in R","volume":"16","author":"Hothorn","year":"2015","journal-title":"J. Mach. Learn. Res."},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9781139013567"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511973420"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.25080\/Majora-92bf1922-011"},{"key":"ref39","volume-title":"Statsmodels API","year":"2022"},{"issue":"1","key":"ref40","first-page":"186","article-title":"The data model concept in statistical mapping","volume":"7","author":"Jenks","year":"1967","journal-title":"Int. Yearbook Cartography"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10380310\/10504282.pdf?arnumber=10504282","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,3]],"date-time":"2024-05-03T19:11:37Z","timestamp":1714763497000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10504282\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3390089","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}