{"id":"https://openalex.org/W2145925081","doi":"https://doi.org/10.1145/1830483.1830727","title":"Towards drift correction in chemical sensors using an evolutionary strategy","display_name":"Towards drift correction in chemical sensors using an evolutionary strategy","publication_year":2010,"publication_date":"2010-07-07","ids":{"openalex":"https://openalex.org/W2145925081","doi":"https://doi.org/10.1145/1830483.1830727","mag":"2145925081"},"language":"en","primary_location":{"id":"doi:10.1145/1830483.1830727","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1830483.1830727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://porto.polito.it/2380103/2/2010_GECCO_Drift_AuthorVersion.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026593274","display_name":"Stefano Di Carlo","orcid":"https://orcid.org/0000-0002-7512-5356"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stephano Di Carlo","raw_affiliation_strings":["Politecnico di Torino, Turin, Italy","Politecnico di Torino, Turin, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Politecnico di Torino, Turin, ITALY","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009336869","display_name":"Ernesto S\u00e1nchez","orcid":"https://orcid.org/0000-0002-7042-295X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ernesto Sanchez","raw_affiliation_strings":["Politecnico di Torino, Turin, Italy","Politecnico di Torino, Turin, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Politecnico di Torino, Turin, ITALY","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000554129","display_name":"Alberto Scionti","orcid":"https://orcid.org/0000-0002-8138-9403"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Scionti","raw_affiliation_strings":["Politecnico di Torino, Turin, Italy","Politecnico di Torino, Turin, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Politecnico di Torino, Turin, ITALY","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024501121","display_name":"Giovanni Squillero","orcid":"https://orcid.org/0000-0001-5784-6435"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Squillero","raw_affiliation_strings":["Politecnico di Torino, Turin, Italy","Politecnico di Torino, Turin, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Politecnico di Torino, Turin, ITALY","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038913522","display_name":"Alberto Tonda","orcid":"https://orcid.org/0000-0001-5895-4809"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Paolo Tonda","raw_affiliation_strings":["Politecnico di Torino, Turin, Italy","Politecnico di Torino, Turin, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Politecnico di Torino, Turin, ITALY","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083397818","display_name":"M. Falasconi","orcid":null},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Falasconi","raw_affiliation_strings":["Universit\u00e1 di Brescia & SENSOR CNR-INFM, Brescia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e1 di Brescia & SENSOR CNR-INFM, Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1766422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1329","last_page":"1330"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9939000010490417,"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":0.9939000010490417,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9739000201225281,"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"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9728999733924866,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.7643535137176514},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.654136061668396},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5772526264190674},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5350263118743896},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.483938992023468},{"id":"https://openalex.org/keywords/evolution-strategy","display_name":"Evolution strategy","score":0.47024431824684143},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.44499364495277405},{"id":"https://openalex.org/keywords/chemical-process","display_name":"Chemical process","score":0.41148772835731506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3650244474411011},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16588032245635986},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09465879201889038},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08771869540214539}],"concepts":[{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.7643535137176514},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.654136061668396},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5772526264190674},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5350263118743896},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.483938992023468},{"id":"https://openalex.org/C207002847","wikidata":"https://www.wikidata.org/wiki/Q2912857","display_name":"Evolution strategy","level":3,"score":0.47024431824684143},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.44499364495277405},{"id":"https://openalex.org/C124223222","wikidata":"https://www.wikidata.org/wiki/Q2281940","display_name":"Chemical process","level":2,"score":0.41148772835731506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3650244474411011},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16588032245635986},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09465879201889038},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08771869540214539},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1830483.1830727","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1830483.1830727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02481969v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02481969","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":"the 12th annual conference, Jul 2010, Portland, France. pp.1329, ⟨10.1145/1830483.1830727⟩","raw_type":"Conference papers"},{"id":"pmh:oai:porto.polito.it:2380103","is_oa":true,"landing_page_url":"http://porto.polito.it/2380103/2/2010_GECCO_Drift_AuthorVersion.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402038","display_name":"PORTO Publications Open Repository TOrino (Politecnico di Torino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177477856","host_organization_name":"Politecnico di Torino","host_organization_lineage":["https://openalex.org/I177477856"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:porto.polito.it:2380103","is_oa":true,"landing_page_url":"http://porto.polito.it/2380103/2/2010_GECCO_Drift_AuthorVersion.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402038","display_name":"PORTO Publications Open Repository TOrino (Politecnico di Torino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177477856","host_organization_name":"Politecnico di Torino","host_organization_lineage":["https://openalex.org/I177477856"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W22571095","https://openalex.org/W82518839","https://openalex.org/W1503892994","https://openalex.org/W2132549764","https://openalex.org/W2497309206","https://openalex.org/W6600947059"],"related_works":["https://openalex.org/W1994560683","https://openalex.org/W1987433714","https://openalex.org/W4391064206","https://openalex.org/W4212806423","https://openalex.org/W2112369369","https://openalex.org/W3190773221","https://openalex.org/W2367365720","https://openalex.org/W2147038658","https://openalex.org/W2371465041","https://openalex.org/W4324119262"],"abstract_inverted_index":{"Gas":[0],"chemical":[1],"sensors":[2],"are":[3],"strongly":[4],"affected":[5],"by":[6,16],"the":[7,24,44,58,81,89,92],"so-called":[8],"drift,":[9,35],"i.e.,":[10],"changes":[11],"in":[12],"sensors'":[13],"response":[14],"caused":[15],"poisoning":[17],"and":[18],"aging":[19],"that":[20,36],"may":[21],"significantly":[22],"spoil":[23],"measures":[25],"gathered.":[26],"The":[27,47,64,68],"paper":[28],"presents":[29],"a":[30,39,51,61,95],"mechanism":[31],"able":[32],"to":[33,43,55],"correct":[34,40],"is:":[37],"delivering":[38],"unbiased":[41],"fingerprint":[42],"end":[45],"user.":[46],"proposed":[48],"system":[49,65],"exploits":[50],"state-of-the-art":[52],"evolutionary":[53],"strategy":[54,71],"iteratively":[56],"tweak":[57],"coefficients":[59],"of":[60,83,91],"linear":[62],"transformation.":[63],"operates":[66],"continuously.":[67],"optimal":[69],"correction":[70],"is":[72],"learnt":[73],"without":[74],"a-priori":[75],"models":[76],"or":[77],"other":[78],"hypothesis":[79],"on":[80,94],"behavior":[82],"physical-chemical":[84],"sensors.":[85],"Experimental":[86],"results":[87],"demonstrate":[88],"efficacy":[90],"approach":[93],"real":[96],"problem.":[97]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}