{"id":"https://openalex.org/W1995929741","doi":"https://doi.org/10.1109/atsip.2014.6834620","title":"Gases identification with Support Vector Machines technique (SVMs)","display_name":"Gases identification with Support Vector Machines technique (SVMs)","publication_year":2014,"publication_date":"2014-03-01","ids":{"openalex":"https://openalex.org/W1995929741","doi":"https://doi.org/10.1109/atsip.2014.6834620","mag":"1995929741"},"language":"en","primary_location":{"id":"doi:10.1109/atsip.2014.6834620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip.2014.6834620","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","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/A5033174973","display_name":"Souhir Bedoui","orcid":"https://orcid.org/0000-0001-7494-6796"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Souhir Bedoui","raw_affiliation_strings":["Department of Electrical Engineering, University of Sfax, Tunisia","Department of Electrical Engineering, LETI Laboratory, National School of Engineer Sfax, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Department of Electrical Engineering, LETI Laboratory, National School of Engineer Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109145147","display_name":"Hekmet Samet","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hekmet Samet","raw_affiliation_strings":["Department of Electrical Engineering, University of Sfax, Tunisia","Department of Electrical Engineering, LETI Laboratory, National School of Engineer Sfax, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Department of Electrical Engineering, LETI Laboratory, National School of Engineer Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114032623","display_name":"Mounir Samet","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mounir Samet","raw_affiliation_strings":["Department of Electrical Engineering, University of Sfax, Tunisia","Department of Electrical Engineering, LETI Laboratory, National School of Engineer Sfax, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Department of Electrical Engineering, LETI Laboratory, National School of Engineer Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003921571","display_name":"Abdennaceur Kachouri","orcid":"https://orcid.org/0000-0003-3357-2569"},"institutions":[{"id":"https://openalex.org/I68916915","display_name":"University of Gab\u00e8s","ror":"https://ror.org/022efad20","country_code":"TN","type":"education","lineage":["https://openalex.org/I68916915"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Abdennaceur Kachouri","raw_affiliation_strings":["Higher Institute Of Industrial Systems Gabes (ISSIG), University of Gabes, Tunisia","Higher Institute Of Industrial Systems Gabes (ISSIG) University of Gabes, Tunisia"],"affiliations":[{"raw_affiliation_string":"Higher Institute Of Industrial Systems Gabes (ISSIG), University of Gabes, Tunisia","institution_ids":["https://openalex.org/I68916915"]},{"raw_affiliation_string":"Higher Institute Of Industrial Systems Gabes (ISSIG) University of Gabes, Tunisia","institution_ids":["https://openalex.org/I68916915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033174973"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.3737,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.61882698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"12","issue":null,"first_page":"271","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":1.0,"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/T12321","display_name":"Insect Pheromone Research and Control","score":0.9965999722480774,"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/T10908","display_name":"Analytical Chemistry and Chromatography","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electronic-nose","display_name":"Electronic nose","score":0.9067387580871582},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8713419437408447},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6673160195350647},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6543310880661011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6249994039535522},{"id":"https://openalex.org/keywords/odor","display_name":"Odor","score":0.6120585799217224},{"id":"https://openalex.org/keywords/pollution","display_name":"Pollution","score":0.6004832983016968},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5551047921180725},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5422267913818359},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5276997089385986},{"id":"https://openalex.org/keywords/environmental-pollution","display_name":"Environmental pollution","score":0.46157583594322205},{"id":"https://openalex.org/keywords/pollutant","display_name":"Pollutant","score":0.41741943359375},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.2511169910430908},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13849422335624695},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10335174202919006},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06336772441864014}],"concepts":[{"id":"https://openalex.org/C23895516","wikidata":"https://www.wikidata.org/wiki/Q550092","display_name":"Electronic nose","level":2,"score":0.9067387580871582},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8713419437408447},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6673160195350647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6543310880661011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6249994039535522},{"id":"https://openalex.org/C2778916471","wikidata":"https://www.wikidata.org/wiki/Q485537","display_name":"Odor","level":2,"score":0.6120585799217224},{"id":"https://openalex.org/C521259446","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Pollution","level":2,"score":0.6004832983016968},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5551047921180725},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5422267913818359},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5276997089385986},{"id":"https://openalex.org/C2909468537","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Environmental pollution","level":2,"score":0.46157583594322205},{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.41741943359375},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2511169910430908},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13849422335624695},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10335174202919006},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06336772441864014},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C526734887","wikidata":"https://www.wikidata.org/wiki/Q832237","display_name":"Environmental protection","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/atsip.2014.6834620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip.2014.6834620","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"}],"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/W1517061436","https://openalex.org/W2023326387","https://openalex.org/W2037866349","https://openalex.org/W2093171578","https://openalex.org/W2106221629","https://openalex.org/W2119748209","https://openalex.org/W2139212933","https://openalex.org/W2168494849","https://openalex.org/W3005997300","https://openalex.org/W4248728904"],"related_works":["https://openalex.org/W2056596841","https://openalex.org/W2349581046","https://openalex.org/W2085677935","https://openalex.org/W2080410076","https://openalex.org/W2912293709","https://openalex.org/W1596740836","https://openalex.org/W2536125181","https://openalex.org/W1982974357","https://openalex.org/W2081756653","https://openalex.org/W2380509804"],"abstract_inverted_index":{"Air":[0],"pollution":[1,5,27,46],"is":[2,41,54,92,111],"an":[3,69,75],"olfactory":[4],"because":[6],"many":[7,29],"polluting":[8],"gases":[9],"have":[10],"a":[11,89,112],"strong":[12],"odor":[13],"even":[14],"at":[15],"low":[16],"concentrations.":[17],"These":[18,99],"pollutants":[19],"are":[20],"natural":[21],"or":[22,35,105],"anthropogenic":[23],"emission":[24],"sources.":[25],"This":[26],"has":[28],"harmful":[30],"effects":[31],"on":[32,123],"human":[33],"health":[34],"upon":[36],"the":[37,45,58,128],"environment.":[38],"So":[39],"it":[40],"necessary":[42],"to":[43,47,126,134],"detect":[44],"reduce":[48],"its":[49],"effects.":[50],"An":[51],"electronic":[52,76],"nose":[53,66],"capable":[55,78],"of":[56,60,68,71,79,88,130,139],"detecting":[57],"presence":[59],"gas":[61],"after":[62],"learning.":[63],"The":[64,86],"artificial":[65],"consists":[67],"array":[70,133],"chemical":[72],"sensors":[73],"and":[74,84],"system":[77],"recognizing":[80],"patterns":[81],"odors":[82],"simple":[83],"complex.":[85],"performance":[87],"sensor":[90,132],"network":[91],"discussed":[93],"by":[94],"using":[95],"pattern":[96],"recognition":[97],"methods.":[98],"methods":[100,104],"can":[101],"be":[102],"supervised":[103,113],"unsupervised.":[106],"Support":[107],"Vector":[108],"Machines":[109],"SVMs":[110],"learning":[114],"algorithm.":[115],"In":[116],"this":[117],"article,":[118],"we":[119],"tested":[120],"SVM":[121],"based":[122],"kernel":[124],"functions":[125],"evaluate":[127],"ability":[129],"our":[131],"distinguish":[135],"between":[136],"different":[137],"groups":[138],"gases.":[140]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
