{"id":"https://openalex.org/W4362581496","doi":"https://doi.org/10.1142/s1469026823500141","title":"Study of Intelligent Fire Identification System Based on Back Propagation Neural Network","display_name":"Study of Intelligent Fire Identification System Based on Back Propagation Neural Network","publication_year":2023,"publication_date":"2023-04-01","ids":{"openalex":"https://openalex.org/W4362581496","doi":"https://doi.org/10.1142/s1469026823500141"},"language":"en","primary_location":{"id":"doi:10.1142/s1469026823500141","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1469026823500141","pdf_url":null,"source":{"id":"https://openalex.org/S206936884","display_name":"International Journal of Computational Intelligence and Applications","issn_l":"1469-0268","issn":["1469-0268","1757-5885"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044713296","display_name":"Shaopeng Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I4403928323","display_name":"Tianjin Renai College","ror":"https://ror.org/03e5da851","country_code":null,"type":"education","lineage":["https://openalex.org/I4403928323"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaopeng Yu","raw_affiliation_strings":["College of Information and Intelligent Engineering, Tianjin Renai College, Jinghai District, Tianjin, 301636, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-5497-4885","affiliations":[{"raw_affiliation_string":"College of Information and Intelligent Engineering, Tianjin Renai College, Jinghai District, Tianjin, 301636, P. R. China","institution_ids":["https://openalex.org/I4403928323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101772055","display_name":"Liyuan Dong","orcid":"https://orcid.org/0000-0002-2696-8162"},"institutions":[{"id":"https://openalex.org/I4403928323","display_name":"Tianjin Renai College","ror":"https://ror.org/03e5da851","country_code":null,"type":"education","lineage":["https://openalex.org/I4403928323"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyuan Dong","raw_affiliation_strings":["College of Information and Intelligent Engineering, Tianjin Renai College, Jinghai District, Tianjin, 301636, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Intelligent Engineering, Tianjin Renai College, Jinghai District, Tianjin, 301636, P. R. China","institution_ids":["https://openalex.org/I4403928323"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065042145","display_name":"Fengyuan Pang","orcid":null},"institutions":[{"id":"https://openalex.org/I4403928323","display_name":"Tianjin Renai College","ror":"https://ror.org/03e5da851","country_code":null,"type":"education","lineage":["https://openalex.org/I4403928323"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengyuan Pang","raw_affiliation_strings":["College of Information and Intelligent Engineering, Tianjin Renai College, Jinghai District, Tianjin, 301636, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Intelligent Engineering, Tianjin Renai College, Jinghai District, Tianjin, 301636, P. R. China","institution_ids":["https://openalex.org/I4403928323"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044713296"],"corresponding_institution_ids":["https://openalex.org/I4403928323"],"apc_list":null,"apc_paid":null,"fwci":0.1919,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44468161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"22","issue":"03","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9997000098228455,"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":0.9997000098228455,"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"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.957099974155426,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9093999862670898,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8808467388153076},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6966685652732849},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6871215105056763},{"id":"https://openalex.org/keywords/fire-detection","display_name":"Fire detection","score":0.6403440237045288},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.6009727716445923},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.5499566793441772},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5371547341346741},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4735007882118225},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.46936705708503723},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4425897002220154},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43738672137260437},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4317065477371216},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3885049819946289},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.34591421484947205},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3454657793045044},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.25682854652404785},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2521786093711853},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12542074918746948}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8808467388153076},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6966685652732849},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6871215105056763},{"id":"https://openalex.org/C2780836893","wikidata":"https://www.wikidata.org/wiki/Q19922674","display_name":"Fire detection","level":2,"score":0.6403440237045288},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.6009727716445923},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.5499566793441772},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5371547341346741},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4735007882118225},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.46936705708503723},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4425897002220154},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43738672137260437},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4317065477371216},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3885049819946289},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.34591421484947205},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3454657793045044},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.25682854652404785},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2521786093711853},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12542074918746948},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1469026823500141","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1469026823500141","pdf_url":null,"source":{"id":"https://openalex.org/S206936884","display_name":"International Journal of Computational Intelligence and Applications","issn_l":"1469-0268","issn":["1469-0268","1757-5885"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1341656554","display_name":null,"funder_award_id":"ZX21014","funder_id":"https://openalex.org/F4320336754","funder_display_name":"Tianjin Research Innovation Project for Postgraduate Students"}],"funders":[{"id":"https://openalex.org/F4320336754","display_name":"Tianjin Research Innovation Project for Postgraduate Students","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2015259196","https://openalex.org/W2017874056","https://openalex.org/W2083709515","https://openalex.org/W2544022525","https://openalex.org/W2571523634","https://openalex.org/W2901314536","https://openalex.org/W2912143961","https://openalex.org/W2928346330","https://openalex.org/W2951170807","https://openalex.org/W3022657898","https://openalex.org/W3130804234","https://openalex.org/W3150885226","https://openalex.org/W3167539357","https://openalex.org/W3200973167","https://openalex.org/W3210268036","https://openalex.org/W4210615099","https://openalex.org/W4220801645","https://openalex.org/W4283391285","https://openalex.org/W4283716939","https://openalex.org/W4285411939"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2384561107","https://openalex.org/W3010585612","https://openalex.org/W1972222340","https://openalex.org/W3207895683"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,47,59,95,121],"detect":[3],"and":[4,9,67,77,84,103,123,141],"identify":[5],"fire":[6,13,55,110],"accidents":[7],"accurately":[8],"efficiently,":[10],"an":[11],"intelligent":[12],"identification":[14,98],"system":[15,134],"based":[16],"on":[17],"neural":[18,72,82],"network":[19,83],"algorithm":[20],"is":[21,41,75,119,128],"designed,":[22],"which":[23,74],"can":[24],"overcome":[25],"the":[26,44,49,60,97,116,124,133,136],"shortcomings":[27],"of":[28,39,81,138],"single":[29],"information,":[30],"complex":[31],"wiring,":[32],"poor":[33],"adaptability,":[34],"etc.":[35],"The":[36,54,79,100,112],"characteristic":[37],"extraction":[38],"sensors":[40],"adopted":[42],"in":[43,51],"information":[45],"layer":[46],"solve":[48],"problems":[50],"multi-sensor":[52],"fusion.":[53],"data":[56],"are":[57,90,107],"transmitted":[58],"main":[61],"controller":[62],"through":[63],"LoRa":[64],"wireless":[65],"module":[66],"fused":[68],"by":[69],"back":[70],"propagation":[71],"network,":[73],"self-learning":[76],"adaptive.":[78],"output":[80],"fuzzy":[85],"inference":[86],"with":[87],"other":[88],"factors":[89],"used":[91],"for":[92,109],"decision":[93],"criteria":[94],"improve":[96],"accuracy.":[99],"common":[101],"combustibles":[102],"various":[104],"interference":[105],"sources":[106],"selected":[108],"tests.":[111],"result":[113],"shows":[114],"that":[115],"detection":[117,143],"accuracy":[118],"up":[120],"100%":[122],"false":[125],"alarm":[126],"rate":[127],"lower":[129],"than":[130],"0.1%,":[131],"meanwhile,":[132],"has":[135],"advantages":[137],"fast":[139],"response":[140],"high":[142],"efficiency.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
