{"id":"https://openalex.org/W4309938158","doi":"https://doi.org/10.1007/s11227-022-04956-9","title":"Using data science to predict firemen interventions: a case study","display_name":"Using data science to predict firemen interventions: a case study","publication_year":2022,"publication_date":"2022-11-24","ids":{"openalex":"https://openalex.org/W4309938158","doi":"https://doi.org/10.1007/s11227-022-04956-9"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-022-04956-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-022-04956-9","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04745432/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033093688","display_name":"Christophe Guyeux","orcid":"https://orcid.org/0000-0003-0195-4378"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I4210118524","display_name":"Universit\u00e9 Bourgogne Franche-Comt\u00e9","ror":"https://ror.org/02dn7x778","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210118524"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Guyeux","raw_affiliation_strings":["Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I177064439","https://openalex.org/I2802759292","https://openalex.org/I4210118524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057316787","display_name":"Gaby Bou Tayeh","orcid":"https://orcid.org/0000-0001-8067-2568"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I4210118524","display_name":"Universit\u00e9 Bourgogne Franche-Comt\u00e9","ror":"https://ror.org/02dn7x778","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210118524"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gaby Bou Tayeh","raw_affiliation_strings":["Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I177064439","https://openalex.org/I2802759292","https://openalex.org/I4210118524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070973485","display_name":"Abdallah Makhoul","orcid":"https://orcid.org/0000-0003-0485-097X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I4210118524","display_name":"Universit\u00e9 Bourgogne Franche-Comt\u00e9","ror":"https://ror.org/02dn7x778","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210118524"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Abdallah Makhoul","raw_affiliation_strings":["Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France"],"raw_orcid":"https://orcid.org/0000-0003-0485-097X","affiliations":[{"raw_affiliation_string":"Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I177064439","https://openalex.org/I2802759292","https://openalex.org/I4210118524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059835438","display_name":"St\u00e9phane Chr\u00e9tien","orcid":"https://orcid.org/0000-0002-4544-1315"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phane Chr\u00e9tien","raw_affiliation_strings":["ERIC Laboratory and UFR ASSP, University of Lyon 2, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ERIC Laboratory and UFR ASSP, University of Lyon 2, Lyon, France","institution_ids":["https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042816178","display_name":"Julien Bourgeois","orcid":"https://orcid.org/0000-0002-0686-2643"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I4210118524","display_name":"Universit\u00e9 Bourgogne Franche-Comt\u00e9","ror":"https://ror.org/02dn7x778","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210118524"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Bourgeois","raw_affiliation_strings":["Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I177064439","https://openalex.org/I2802759292","https://openalex.org/I4210118524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106787222","display_name":"Jacques M. Bahi","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I4210118524","display_name":"Universit\u00e9 Bourgogne Franche-Comt\u00e9","ror":"https://ror.org/02dn7x778","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210118524"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacques M. Bahi","raw_affiliation_strings":["Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Femto-St Institute, UMR 6174 CNRS, Universit\u00e9 de Bourgogne Franche-Comt\u00e9, Besan\u00e7on, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I177064439","https://openalex.org/I2802759292","https://openalex.org/I4210118524"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5070973485"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I177064439","https://openalex.org/I2802759292","https://openalex.org/I4210118524"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.5238,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.60612543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"79","issue":"7","first_page":"7160","last_page":"7175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8519976735115051},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.6366780996322632},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.5334468483924866},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5014896392822266},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.48807990550994873},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4782535135746002},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43584713339805603},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.43221503496170044},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4060479998588562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4006921052932739},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35563480854034424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3398299813270569}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8519976735115051},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6366780996322632},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.5334468483924866},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5014896392822266},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.48807990550994873},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4782535135746002},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43584713339805603},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.43221503496170044},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4060479998588562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4006921052932739},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35563480854034424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3398299813270569},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11227-022-04956-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-022-04956-9","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04745432v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04745432","pdf_url":"https://hal.science/hal-04745432/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Supercomputing, 2023, 79 (7), pp.7160-7175","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04745432v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04745432","pdf_url":"https://hal.science/hal-04745432/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Supercomputing, 2023, 79 (7), pp.7160-7175","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6129730045","display_name":"Ing\u00e9nierie et Innovation par les sciences physiques, les savoir-faire technologiques et l'interdisciplinarit\u00e9","funder_award_id":"ANR-17-EURE-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4309938158.pdf","grobid_xml":"https://content.openalex.org/works/W4309938158.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2140494000","https://openalex.org/W2161826494","https://openalex.org/W2586269860","https://openalex.org/W2755653342","https://openalex.org/W2758887415","https://openalex.org/W2805344657","https://openalex.org/W2899208109","https://openalex.org/W3006543328","https://openalex.org/W3033695319","https://openalex.org/W4200051223","https://openalex.org/W4297957988"],"related_works":["https://openalex.org/W3125011624","https://openalex.org/W1508631387","https://openalex.org/W2370917603","https://openalex.org/W2952760143","https://openalex.org/W2017776670","https://openalex.org/W2347897961","https://openalex.org/W2340870721","https://openalex.org/W2358318464","https://openalex.org/W2979236518","https://openalex.org/W3091955004"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}