{"id":"https://openalex.org/W2993898228","doi":"https://doi.org/10.1109/idaacs.2019.8924320","title":"Field Evaluation of Low Cost Sensors Array for Air Pollution Monitoring","display_name":"Field Evaluation of Low Cost Sensors Array for Air Pollution Monitoring","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2993898228","doi":"https://doi.org/10.1109/idaacs.2019.8924320","mag":"2993898228"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs.2019.8924320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2019.8924320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-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/A5002914316","display_name":"Rachid Laref","orcid":"https://orcid.org/0000-0002-1648-8587"},"institutions":[{"id":"https://openalex.org/I4387152457","display_name":"Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes","ror":"https://ror.org/04x6jg419","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rachid Laref","raw_affiliation_strings":["Laboratoire de Conception, Optimisation et Mod&#x00E9;lisation des Syst&#x00E8;mes, LCOMS EA 7306, Universit&#x00E9; de Lorraine,Metz,France,57000","LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Conception, Optimisation et Mod&#x00E9;lisation des Syst&#x00E8;mes, LCOMS EA 7306, Universit&#x00E9; de Lorraine,Metz,France,57000","institution_ids":["https://openalex.org/I4387152457"]},{"raw_affiliation_string":"LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)","institution_ids":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065625221","display_name":"Etienne Losson","orcid":"https://orcid.org/0000-0002-3324-3813"},"institutions":[{"id":"https://openalex.org/I4387152457","display_name":"Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes","ror":"https://ror.org/04x6jg419","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Etienne Losson","raw_affiliation_strings":["Laboratoire de Conception, Optimisation et Mod&#x00E9;lisation des Syst&#x00E8;mes, LCOMS EA 7306, Universit&#x00E9; de Lorraine,Metz,France,57000","LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Conception, Optimisation et Mod&#x00E9;lisation des Syst&#x00E8;mes, LCOMS EA 7306, Universit&#x00E9; de Lorraine,Metz,France,57000","institution_ids":["https://openalex.org/I4387152457"]},{"raw_affiliation_string":"LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)","institution_ids":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028873876","display_name":"Alexandre Sava","orcid":"https://orcid.org/0000-0002-5263-4959"},"institutions":[{"id":"https://openalex.org/I4387152457","display_name":"Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes","ror":"https://ror.org/04x6jg419","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre Sava","raw_affiliation_strings":["Laboratoire de Conception, Optimisation et Mod&#x00E9;lisation des Syst&#x00E8;mes, LCOMS EA 7306, Universit&#x00E9; de Lorraine,Metz,France,57000","LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Conception, Optimisation et Mod&#x00E9;lisation des Syst&#x00E8;mes, LCOMS EA 7306, Universit&#x00E9; de Lorraine,Metz,France,57000","institution_ids":["https://openalex.org/I4387152457"]},{"raw_affiliation_string":"LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)","institution_ids":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004347420","display_name":"Maryam Siadat","orcid":"https://orcid.org/0000-0001-7381-0723"},"institutions":[{"id":"https://openalex.org/I4387152457","display_name":"Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes","ror":"https://ror.org/04x6jg419","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maryam Siadat","raw_affiliation_strings":["Laboratoire de Conception, Optimisation et Mod&#x00E9;lisation des Syst&#x00E8;mes, LCOMS EA 7306, Universit&#x00E9; de Lorraine,Metz,France,57000","LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Conception, Optimisation et Mod&#x00E9;lisation des Syst&#x00E8;mes, LCOMS EA 7306, Universit&#x00E9; de Lorraine,Metz,France,57000","institution_ids":["https://openalex.org/I4387152457"]},{"raw_affiliation_string":"LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)","institution_ids":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7711,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.69747411,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"849","last_page":"853"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998000264167786,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10461","display_name":"Gas Sensing Nanomaterials and Sensors","score":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electronic-nose","display_name":"Electronic nose","score":0.8427175283432007},{"id":"https://openalex.org/keywords/electrochemical-gas-sensor","display_name":"Electrochemical gas sensor","score":0.6912871599197388},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.517271101474762},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49466392397880554},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4786747097969055},{"id":"https://openalex.org/keywords/environmental-monitoring","display_name":"Environmental monitoring","score":0.4702806770801544},{"id":"https://openalex.org/keywords/nitrogen-dioxide","display_name":"Nitrogen dioxide","score":0.46873292326927185},{"id":"https://openalex.org/keywords/sensor-array","display_name":"Sensor array","score":0.462909996509552},{"id":"https://openalex.org/keywords/ozone","display_name":"Ozone","score":0.4517667591571808},{"id":"https://openalex.org/keywords/carbon-dioxide-sensor","display_name":"Carbon dioxide sensor","score":0.43490350246429443},{"id":"https://openalex.org/keywords/nitrogen-oxides","display_name":"Nitrogen oxides","score":0.42899876832962036},{"id":"https://openalex.org/keywords/intelligent-sensor","display_name":"Intelligent sensor","score":0.4289878010749817},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.42665958404541016},{"id":"https://openalex.org/keywords/oxide","display_name":"Oxide","score":0.4154738187789917},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.39125263690948486},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.28253400325775146},{"id":"https://openalex.org/keywords/electrochemistry","display_name":"Electrochemistry","score":0.2710353434085846},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2644459307193756},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.20810112357139587},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18992659449577332},{"id":"https://openalex.org/keywords/electrode","display_name":"Electrode","score":0.16761654615402222},{"id":"https://openalex.org/keywords/carbon-dioxide","display_name":"Carbon dioxide","score":0.1580580472946167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1390565037727356},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.12379693984985352},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1085660457611084},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10101443529129028}],"concepts":[{"id":"https://openalex.org/C23895516","wikidata":"https://www.wikidata.org/wiki/Q550092","display_name":"Electronic nose","level":2,"score":0.8427175283432007},{"id":"https://openalex.org/C188095982","wikidata":"https://www.wikidata.org/wiki/Q5357970","display_name":"Electrochemical gas sensor","level":4,"score":0.6912871599197388},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.517271101474762},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49466392397880554},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4786747097969055},{"id":"https://openalex.org/C539469273","wikidata":"https://www.wikidata.org/wiki/Q1749732","display_name":"Environmental monitoring","level":2,"score":0.4702806770801544},{"id":"https://openalex.org/C2780723490","wikidata":"https://www.wikidata.org/wiki/Q207895","display_name":"Nitrogen dioxide","level":2,"score":0.46873292326927185},{"id":"https://openalex.org/C66251956","wikidata":"https://www.wikidata.org/wiki/Q7451086","display_name":"Sensor array","level":2,"score":0.462909996509552},{"id":"https://openalex.org/C508106653","wikidata":"https://www.wikidata.org/wiki/Q36933","display_name":"Ozone","level":2,"score":0.4517667591571808},{"id":"https://openalex.org/C113803762","wikidata":"https://www.wikidata.org/wiki/Q5037960","display_name":"Carbon dioxide sensor","level":3,"score":0.43490350246429443},{"id":"https://openalex.org/C3019581552","wikidata":"https://www.wikidata.org/wiki/Q424418","display_name":"Nitrogen oxides","level":2,"score":0.42899876832962036},{"id":"https://openalex.org/C176563091","wikidata":"https://www.wikidata.org/wiki/Q669238","display_name":"Intelligent sensor","level":3,"score":0.4289878010749817},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.42665958404541016},{"id":"https://openalex.org/C2779851234","wikidata":"https://www.wikidata.org/wiki/Q50690","display_name":"Oxide","level":2,"score":0.4154738187789917},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.39125263690948486},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.28253400325775146},{"id":"https://openalex.org/C52859227","wikidata":"https://www.wikidata.org/wiki/Q7877","display_name":"Electrochemistry","level":3,"score":0.2710353434085846},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2644459307193756},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.20810112357139587},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18992659449577332},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.16761654615402222},{"id":"https://openalex.org/C530467964","wikidata":"https://www.wikidata.org/wiki/Q1997","display_name":"Carbon dioxide","level":2,"score":0.1580580472946167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1390565037727356},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.12379693984985352},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1085660457611084},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10101443529129028},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/idaacs.2019.8924320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2019.8924320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03018802v1","is_oa":false,"landing_page_url":"https://hal.univ-lorraine.fr/hal-03018802","pdf_url":null,"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":"http://www.idaacs.net/2019","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1964357740","https://openalex.org/W1994124263","https://openalex.org/W2064127932","https://openalex.org/W2541880467","https://openalex.org/W2724959920","https://openalex.org/W2737680781","https://openalex.org/W2751208088","https://openalex.org/W2853531942","https://openalex.org/W2900198317","https://openalex.org/W2900761354"],"related_works":["https://openalex.org/W2371500231","https://openalex.org/W2055525282","https://openalex.org/W2770593007","https://openalex.org/W4366147034","https://openalex.org/W2357140647","https://openalex.org/W2352423764","https://openalex.org/W2941736642","https://openalex.org/W298970755","https://openalex.org/W2225283375","https://openalex.org/W1916808198"],"abstract_inverted_index":{"In":[0,56],"recent":[1],"years,":[2],"many":[3],"laboratory":[4,49],"studies":[5],"show":[6,97],"that":[7,98],"low":[8,62],"cost":[9,63],"systems":[10],"based":[11],"on":[12,39],"electrochemical":[13,82,99,121],"and":[14,50,84],"metal":[15,86,108],"oxide":[16,87,109],"gas":[17,88],"sensors":[18,64,100,110,122],"can":[19],"be":[20,124],"a":[21,103],"promising":[22],"alternative":[23],"to":[24,91,126,148],"densify":[25],"the":[26,40,107,128,134,151],"actual":[27],"air":[28],"pollution":[29],"monitoring":[30],"networks.":[31],"However,":[32],"real":[33,72],"environmental":[34,73],"conditions":[35],"have":[36],"an":[37,77],"impact":[38],"effectiveness":[41],"of":[42,136],"these":[43],"sensors.":[44,160],"Therefore,":[45],"measurements":[46],"carried":[47],"in":[48,52,69],"those":[51],"field":[53,70],"are":[54,111],"different.":[55],"this":[57],"paper":[58],"we":[59],"investigate":[60],"whether":[61],"keep":[65,101],"providing":[66,102],"good":[67,104],"performances":[68],"under":[71],"conditions.":[74],"We":[75,117,131],"use":[76],"electronic":[78],"nose":[79],"containing":[80],"one":[81,85],"sensor":[83,89],"dedicated":[90],"monitor":[92],"nitrogen":[93],"dioxide.":[94],"The":[95],"results":[96],"performance":[105],"while":[106],"affected":[112],"by":[113,155],"other":[114],"interfering":[115],"gases.":[116],"present":[118],"also":[119,133],"how":[120],"could":[123],"combined":[125],"calculate":[127],"ozone":[129],"concentration.":[130],"highlight":[132],"advantage":[135],"using":[137],"machine":[138,145],"learning":[139],"algorithms":[140],"such":[141],"as":[142],"support":[143],"vector":[144],"regression":[146],"(SVR)":[147],"improve":[149],"significantly":[150],"concentration":[152],"estimation":[153],"accuracy":[154],"combining":[156],"data":[157],"from":[158],"all":[159]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
