{"id":"https://openalex.org/W2030587351","doi":"https://doi.org/10.15439/2014f272","title":"Data-driven Genetic Algorithm in Bayesian estimation of the abrupt atmospheric contamination","display_name":"Data-driven Genetic Algorithm in Bayesian estimation of the abrupt atmospheric contamination","publication_year":2014,"publication_date":"2014-09-29","ids":{"openalex":"https://openalex.org/W2030587351","doi":"https://doi.org/10.15439/2014f272","mag":"2030587351"},"language":"en","primary_location":{"id":"doi:10.15439/2014f272","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f272","pdf_url":"https://2024.fedcsis.org/proceedings/2014/pliks/272.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://2024.fedcsis.org/proceedings/2014/pliks/272.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048849906","display_name":"Anna Wawrzynczak","orcid":"https://orcid.org/0000-0001-8292-6875"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anna Wawrzynczak-Szaban","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Marcin Jaroszy\u0144ski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087266","display_name":"Institute of Computer Science","ror":"https://ror.org/003fvp964","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210087266","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Jaroszy\u0144ski","raw_affiliation_strings":["Institute of Computer Sciences, Siedlce Univesity, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Sciences, Siedlce Univesity, Poland","institution_ids":["https://openalex.org/I4210087266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066469010","display_name":"M. Borysiewicz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097150","display_name":"National Centre for Nuclear Research","ror":"https://ror.org/00nzsxq20","country_code":"PL","type":"government","lineage":["https://openalex.org/I4210097150"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Mieczys\u0142aw Borysiewicz","raw_affiliation_strings":["National Centre for Nuclear Research, \u015awierk-Otwock, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Centre for Nuclear Research, \u015awierk-Otwock, Poland","institution_ids":["https://openalex.org/I4210097150"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048849906"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.125,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84210526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"2","issue":null,"first_page":"519","last_page":"527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12321","display_name":"Insect Pheromone Research and Control","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12321","display_name":"Insect Pheromone Research and Control","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9541000127792358,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9535999894142151,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/bayesian-probability","display_name":"Bayesian probability","score":0.6204572319984436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5773850679397583},{"id":"https://openalex.org/keywords/contamination","display_name":"Contamination","score":0.5539120435714722},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5315917134284973},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.498913049697876},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4423716068267822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33914244174957275},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2399711310863495},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11010581254959106},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09801766276359558},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.05820164084434509}],"concepts":[{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6204572319984436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5773850679397583},{"id":"https://openalex.org/C112570922","wikidata":"https://www.wikidata.org/wiki/Q60528603","display_name":"Contamination","level":2,"score":0.5539120435714722},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5315917134284973},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.498913049697876},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4423716068267822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33914244174957275},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2399711310863495},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11010581254959106},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09801766276359558},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.05820164084434509},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2014f272","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f272","pdf_url":"https://2024.fedcsis.org/proceedings/2014/pliks/272.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:47ad11c203964d8ea4188678d75580fe","is_oa":false,"landing_page_url":"https://doaj.org/article/47ad11c203964d8ea4188678d75580fe","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 519-527 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2014f272","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f272","pdf_url":"https://2024.fedcsis.org/proceedings/2014/pliks/272.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":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2030587351.pdf","grobid_xml":"https://content.openalex.org/works/W2030587351.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W638100847","https://openalex.org/W1493877416","https://openalex.org/W1497256448","https://openalex.org/W1503626804","https://openalex.org/W1598457486","https://openalex.org/W1639032689","https://openalex.org/W1702595188","https://openalex.org/W2016030062","https://openalex.org/W2041615844","https://openalex.org/W2045656233","https://openalex.org/W2105484965","https://openalex.org/W2118037331","https://openalex.org/W2146879413","https://openalex.org/W2152150600","https://openalex.org/W2178967373","https://openalex.org/W2485427233","https://openalex.org/W2583542180","https://openalex.org/W2592457454","https://openalex.org/W2904250082","https://openalex.org/W3023540311","https://openalex.org/W3090427419","https://openalex.org/W3211546425","https://openalex.org/W4231698197","https://openalex.org/W4232383088"],"related_works":["https://openalex.org/W4246525302","https://openalex.org/W2355749553","https://openalex.org/W2327028314","https://openalex.org/W281735054","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2565462584","https://openalex.org/W2803097933","https://openalex.org/W1999382712","https://openalex.org/W2070278412"],"abstract_inverted_index":{"We":[0,98,132],"have":[1],"applied":[2],"the":[3,13,16,26,44,53,65,80,84,90,108,116,134,139,143],"methodology":[4],"combining":[5],"Bayesian":[6],"inference":[7],"with":[8,127],"Genetic":[9],"algorithm":[10,94],"(GA)":[11],"to":[12,121],"problem":[14],"of":[15,32,110,118],"atmospheric":[17,74],"contaminant":[18,66],"source":[19,67,92,120],"localization.":[20],"The":[21,56],"algorithms":[22],"input":[23],"data":[24,83],"are":[25],"on-line":[27],"arriving":[28],"information":[29],"about":[30],"concentration":[31],"given":[33],"substance":[34],"registered":[35],"by":[36],"sensors'":[37],"network.":[38],"To":[39],"achieve":[40],"rapid-response":[41],"event":[42],"reconstructions":[43],"fast-running":[45],"Gaussian":[46],"plume":[47],"dispersion":[48,76],"model":[49],"is":[50],"adopted":[51],"as":[52],"forward":[54],"model.":[55],"proposed":[57,101],"GA":[58,85,102],"scan":[59],"5-dimensional":[60],"parameters'":[61,144],"space":[62],"searching":[63],"for":[64,89],"coordinates":[68],"(x,y),":[69],"release":[70,130],"strength":[71],"(Q)":[72],"and":[73],"transport":[75],"coefficients.":[77],"Based":[78],"on":[79,138],"synthetic":[81],"experiment":[82],"parameters,":[86],"best":[87],"suitable":[88],"contamination":[91,112],"localization":[93],"performance":[95],"were":[96],"identified.":[97],"demonstrate":[99],"that":[100],"configuration":[103],"can":[104],"successfully":[105],"point":[106],"out":[107],"parameters":[109],"abrupt":[111],"source.":[113],"Results":[114],"indicate":[115],"probability":[117],"a":[119,124,128],"occur":[122],"at":[123],"particular":[125,129],"location":[126],"strength.":[131],"propose":[133],"termination":[135],"criteria":[136],"based":[137],"probabilistic":[140],"requirements":[141],"regarding":[142],"value.":[145]},"counts_by_year":[{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
