{"id":"https://openalex.org/W1985219209","doi":"https://doi.org/10.15439/2014f497","title":"Identification of Key Risk Factors for the Polish State Fire Service with Cascade Step Forward Feature Selection","display_name":"Identification of Key Risk Factors for the Polish State Fire Service with Cascade Step Forward Feature Selection","publication_year":2014,"publication_date":"2014-09-29","ids":{"openalex":"https://openalex.org/W1985219209","doi":"https://doi.org/10.15439/2014f497","mag":"1985219209"},"language":"en","primary_location":{"id":"doi:10.15439/2014f497","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f497","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/497.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2014/pliks/497.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112443388","display_name":"P. P\u0142o\u0144ski","orcid":null},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Piotr P\u0142o\u0144ski","raw_affiliation_strings":["Institute of Radioelectronics, Warsaw University of Technology, Nowowiejska 15/19,00-665, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Radioelectronics, Warsaw University of Technology, Nowowiejska 15/19,00-665, Poland","institution_ids":["https://openalex.org/I108403487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5112443388"],"corresponding_institution_ids":["https://openalex.org/I108403487"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14516129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"369","last_page":"373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9444000124931335,"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":0.9444000124931335,"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/cascade","display_name":"Cascade","score":0.7113611698150635},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5747110843658447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5629108548164368},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5493139028549194},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5361881256103516},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5214404463768005},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4319852292537689},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31689178943634033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24655640125274658},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16411155462265015},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.15453514456748962}],"concepts":[{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.7113611698150635},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5747110843658447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5629108548164368},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5493139028549194},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5361881256103516},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5214404463768005},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4319852292537689},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31689178943634033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24655640125274658},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16411155462265015},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.15453514456748962},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2014f497","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f497","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/497.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:74e6ab4b969e44359c17180adbd1da81","is_oa":false,"landing_page_url":"https://doaj.org/article/74e6ab4b969e44359c17180adbd1da81","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 2, Pp 369-373 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2014f497","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f497","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/497.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322637","display_name":"Politechnika Warszawska","ror":"https://ror.org/00y0xnp53"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1985219209.pdf","grobid_xml":"https://content.openalex.org/works/W1985219209.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W146220408","https://openalex.org/W237784324","https://openalex.org/W1480376833","https://openalex.org/W1496221489","https://openalex.org/W2002553166","https://openalex.org/W2041239012","https://openalex.org/W2083826659","https://openalex.org/W2397686921","https://openalex.org/W2626065112","https://openalex.org/W2787894218","https://openalex.org/W4381304672"],"related_works":["https://openalex.org/W2153719181","https://openalex.org/W1971748923","https://openalex.org/W2060986072","https://openalex.org/W1566155057","https://openalex.org/W2052574922","https://openalex.org/W2065045110","https://openalex.org/W64588465","https://openalex.org/W3120641340","https://openalex.org/W2117825986","https://openalex.org/W2982428536"],"abstract_inverted_index":{"The":[0,41,81,98,118],"Polish":[1],"State":[2],"Fire":[3],"Service":[4],"gathers":[5],"information":[6,14],"about":[7],"incidents":[8],"which":[9],"require":[10],"their":[11],"intervention.":[12],"This":[13],"is":[15,116],"stored":[16],"to":[17,76,87,103,128],"document":[18],"the":[19,77,84,109],"events.":[20],"However,":[21],"it":[22],"can":[23],"be":[24],"very":[25],"useful":[26],"for":[27,47,93],"new":[28],"officers":[29],"training,":[30],"better":[31],"identification":[32,42],"of":[33,37,43,59,67,83,91,106],"threats":[34],"and":[35,71],"planning":[36],"more":[38],"effective":[39],"procedures.":[40],"key":[44],"risk":[45],"factors":[46],"casualties":[48],"among":[49],"firefighters,":[50],"children":[51],"or":[52],"other":[53],"involved":[54],"people":[55],"was":[56,86,101],"a":[57,65],"topic":[58],"data":[60],"mining":[61],"competition":[62,85],"organized":[63],"as":[64],"part":[66],"1st":[68],"Complex":[69],"Events":[70],"Information":[72],"Modelling":[73],"workshop":[74],"devoted":[75],"fire":[78],"protection":[79],"engineering.":[80],"task":[82],"find":[88,129],"ten":[89,94],"subsets":[90],"features":[92,130],"Naive":[95],"Bayes":[96],"classifiers.":[97],"ensemble":[99],"output":[100],"used":[102,121],"predict":[104],"occurence":[105],"casualities.":[107],"Herein,":[108],"solution":[110],"description":[111],"that":[112],"took":[113],"5th":[114],"place":[115],"presented.":[117],"proposed":[119],"method":[120],"cascade":[122],"step":[123],"forward":[124],"feature":[125],"selection":[126],"procedure":[127],"subsets.":[131]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}